microsoft/OfficeComprehensionBenchmark · Datasets at Hugging Face

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[ "8571.docx" ]	docx	v1	Domain	We are looking at acquiring a company in 2025 that will support our main revenue product line at Leggett & Platt. We are also looking to divest from one of our divisions in 2025. This information is to be included in our upcoming earnings report. Consider the following assumptions:\n\nM&A Target - 12/31/2024\n*$400M re...	[ "Calculates the Current Ratio as of 12/31/2024 to be 2.0.", "States the takeaway that the Company is in a strong liquidity position where it can successful pay off its short term obligations.", "Calculates the Cash Ratio as of 12/31/2024 to be 0.4.", "States the takeaway that the Company is in a weaker liquid...	Finance	NA	Word	[ 7.5, 2.5, 7.5, 2.5, 7.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "8573.docx", "8574.docx", "8575.docx", "8576.docx" ]	docx	v1	Domain	In preparation for the 3Q25 earnings call, the CEO of CSX is looking for some comparative analytics regarding utilization of their locomotive fleet versus peers. In particular, he is looking to know:\n 1. Using the company’s latest 2024 Annual Reports, approximately how many locomotives are available for CSX (use “frei...	[ "Identifies that CSX has 3,129 freight locomotives as of 12/31/24.", "States that for CSX, 67% of locomotives were in active service as of 12/31/24.", "Calculates the number of available CSX freight locomotives as 2,096.", "Identifies that NS has 3,101 Multipurpose locomotives as of 12/31/24.", "Calculates ...	Finance	NA	Word	[ 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 2.5, 2.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5 ]
[ "8551.docx", "8552.docx", "8556.docx", "8557.docx" ]	docx	v1	Domain	The CFO of J&J wants a detailed summary of how the company is performing relative to its closest peer, Pfizer. The information will be used for an internal earnings deck, which provides critical information to prepare for the public earnings presentation. To accomplish this task, analyze and provide a summary of financ...	[ "Concludes that from 2023 to 2024, Pfizer's reported financial and operating results outperformed Johnson and Johnson (J&J).", "Provides a normalization bridge: clearly explains (at least directionally) how COVID swings and one-time items (e.g., Seagen acquisition, Paxlovid timing, 2023 write-offs) narrow the gap...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 2.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "8558.docx" ]	docx	v1	Domain	Walmart is evaluating the acquisition of a regional grocery and pharmacy chain with about 80 stores. Analysts disagree on how to value the business and how to align its reporting with Walmart’s disclosures. The target disclosed revenues of ~$2.05B–$2.15B, so assume $2.1B as a base, growing at 6% annually. EBITDA margin...	[ "Identifies a 60% weight assigned to food retail comps.", "Identifies a 40% weight assigned to pharmacy comps.", "Calculates a weighted blended multiple of ~8.1x.", "Calculates Year 1 EBITDA of ~$178M.", "Calculates an implied EV from comps of approximately $1.4–$1.5B.", "Concludes the $1.3B purchase sits...	Finance	NA	Word	[ 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "8697.docx" ]	docx	v1	Domain	An earnings call deck is being prepared for Gap Inc. (GPS) for FY2025. The CFO has requested that the materials include a peer evaluation to benchmark Gap’s performance against the broader retail apparel industry. The peer group under consideration includes Abercrombie & Fitch Co (ANF), Urban Outfitters (URBN), and Ame...	[ "Identifies year-over-year % growth in revenue for GPS as 1.3% ", "Identifies a 260 bps year-over-year improvement in gross margin % for GPS", "Identifies a 110 bps reduction in year-over-year operating expenses margin % for GPS", "Identifies year-over-year % growth in EBIT for GPS of 98.6% is the highest gro...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "8590.docx", "8591.pptx" ]	docx,pptx	v1	Domain	The Garmin CFO needs to prep for the FY24 earnings call regarding the annual performance of Garmin. For the purpose of this analysis, use publicly available data. Round all numbers to two decimal places wherever necessary.\n\n1. Analyze the financial performance. State FY24 and FY23 net sales, the absolute and percenta...	[ "States FY24 Net Sales were $6,296.90M.", "States FY23 Net Sales were $5,228.25M.", "Calculates the absolute increase in Net Sales as $1,068.65M", "Calculates the percentage increase in Net Sales as +20.44%", "States FY24 Fitness Net Sales were $1,774.48M.", "States FY23 Fitness Net Sales were $1,344.63M....	Finance	NA	WP	[ 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7...
[ "8564.docx", "8565.pptx", "8566.docx", "8567.pptx" ]	docx,pptx	v1	Domain	Help me prepare for the Lineage, Inc. 1Q25 earnings deck. Produce a variance analysis that explains same-warehouse performance year-over-year (1Q25 vs 1Q24) and quantifies rate and volume effects on earnings. Reconcile 1Q25 and 1Q24 revenue, expenses, and NOI to Total Warehouse and consolidated Adj. EBITDA, and end wit...	[ "Identifies the 1Q25 vs. 1Q24 year-over-year dollar change for Same Warehouse Total Revenue was ($38) million", "Identifies the 1Q25 vs. 1Q24 year-over-year percentage change for Same Warehouse Total Revenue was (4.2%)", "Identifies the 1Q25 vs. 1Q24 year-over-year dollar change for Same Warehouse Rent & Storag...	Finance	NA	WP	[ 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7...
[ "8597.docx" ]	docx	v1	Domain	BlackRock has reported strong FY2024 results in its 10-K, with $18.0B in revenue, an operating margin of 43%, a net income of $7.5B, $9.8B in cash, $6.0B of debt, and a stated ROIC hurdle of 12% against an estimated WACC of 8%. The firm is evaluating the $12.0B acquisition of “Target Asset Manager,” a $2.0B revenue bus...	[ "Calculates the total weighted multiple as 12.4x.", "Calculates the target's Year 1 EBITDA as $700M.", "Calculates the Implied EV from comps as $8.68B.", "Concludes that compared to the $12B ask, comps suggest the target looks overpriced.", "Calculates Year 1 stand-alone NOPAT as $495M.", "Calculates Year...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5 ]
[ "8651.docx" ]	docx	v1	Domain	ABC Company is evaluating a potential acquisition of MRC Global Inc. (MRC). As part of the diligence process, the company is reviewing details regarding the financial risks and opportunities associated with the deal. Develop a financial model that can be used to test how certain assumptions affect valuation and expecte...	[ "States the baseline Revenue is $3.5B.", "States the baseline EBITDA is $300M.", "Calculates the baseline EBITDA margin is 8.6%.", "States the Corporate tax rate is 25%.", "States the WACC is 9%.", "States the terminal growth rate (g) is 2.5%.", "States the assumption for Net Working Capital is 1% of re...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 2.5, 7...
[ "8633.docx" ]	docx	v1	Domain	For Coca-Cola’s earnings call prep, the CFO requires a detailed analytical briefing that synthesizes both financial metrics and strategic implications.\n\nCore Financials (Quantitative): Extract consolidated FY2024 net operating revenues, operating income, and diluted EPS. Compare each against FY2023 in both absolute d...	[ "States FY2024 Net Operating Revenues were $47.1B.", "Calculates the percentage change in Net Operating Revenues as +2.9%.", "States FY2024 Operating Income was $10.0B.", "Calculates the percentage change in Operating Income as –11.2%.", "States FY2024 Diluted EPS was $2.46.", "Calculates the percentage c...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "8640.docx", "8641.docx", "8642.docx", "8643.docx", "8644.docx" ]	docx	v1	Domain	Analyze the valuation and financial performance of Johnson & Johnson (JNJ) relative to its broader peer set, which includes the following competitors: Pfizer (PFE), Merck (MRK), Medtronic (MDT), and Procter & Gamble (PG). The time period under consideration is from FY 2023 to FY 2024. The output will consist of two mai...	[ "States JNJ's 2024 P/E multiple is 24.4x.", "States the peer average 2024 P/E multiple is 21.6x.", "Since JNJ's 2024 P/E multiple of 24.4x is higher than the peer average 2024 P/E of 21.6x, conclude that JNJ is moderately overvalued relative to its peers.", "States JNJ's P/E declined by 15.3% on a YoY basis."...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 2.5, 2.5, 2...
[ "8728.docx" ]	docx	v1	Domain	IQVIA recently reported FY2024 results. The company is evaluating the $6.0B acquisition of “HealthDataCo,” a provider of real-world evidence platforms. Assume the deal closes at the start of FY2025, funded 50% with cash and 50% with new debt. \n\nBase year is FY2024 (HealthDataCo, stand-alone): Revenue $1.5B, EBITDA m...	[ "States Base Year (2024) Revenue as $1,500M.", "Calculates Base Year (2024) EBITDA as $420M (range: $400M–$440M).", "Calculates Base Year (2024) Depreciation as $30M (range: $29M–$31M).", "Calculates Base Year (2024) EBIT as $390M (range: $370M–$410M).", "Calculates Base Year (2024) Tax @ 25.0% as $98M (ran...	Finance	NA	Word	[ 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7...
[ "8669.docx" ]	docx	v1	Domain	Starbuck's investor relations team needs to prepare key metrics for the Q3 2024 earnings call. Emphasis of the briefing call is on comparable store sales and ticket performance. Round all figures to 2 decimal places. \n\n 1. For North America, measure the Q3 2024 vs Q3 2023 comparable store sales decline against the co...	[ "Identifies North America Q3 2024 comparable store sales decline as -2% ", "Identifies North America Q3 2024 transaction volume decline as -6% ", "Identifies North America Q3 2024 average ticket increase as +3% ", "Identifies International Q3 2024 foreign exchange impact as -7% or -$105 million ", "Identifi...	Finance	NA	Word	[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "8740.docx", "8741.docx", "8742.docx" ]	docx	v1	Domain	The CEO of CSX is preparing commentary for the upcoming 3Q’2025 earnings call around its recently released 2025 proxy statement and wants to summarize the several highlights surrounding involvement of the board of directors, executive compensation, and shareholder engagement. Please provide the following:\n\n1) A table...	[ "States the percentage of shares outstanding contacted Before Annual Meeting in 2024 was 41.0%.", "States the percentage of shares outstanding contacted Before Annual Meeting in 2023 was 40.2%.", "Calculates the YoY Change in Bps for shares contacted Before Annual Meeting was 80bps (allow +/- 5bps).", "States...	Finance	NA	Word	[ 2.5, 2.5, 7.5, 2.5, 2.5, 7.5, 2.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5 ]
[ "8712.docx", "8717.pptx", "8719.docx" ]	docx,pptx	v1	Domain	Compare Johnson & Johnson's annualized financial performance from the first half of 2025 to its updated guidance for FY 2025, with a focus on the following measures: adjusted operational sales growth %, operational sales, reported sales, adjusted diluted EPS (operational) growth, and adjusted diluted EPS (reported) gro...	[ "Concludes Johnson & Johnson's financial performance for the first half of 2025 suggests the company is not on track to meet its current FY guidance.", "States the company's reported sales are set to underperform its respective ranges.", "States the company's operational sales are set to underperform its respec...	Finance	NA	WP	[ 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]
[ "Data Access Plan Template _final.docx" ]	docx	v1	Domain	A state energy office is designing the data access strategy for its IRA Section 50121 Home Efficiency Rebates program. Assume the state already has the policy authority and technical infrastructure to implement either an open-access model or an opt-out model for sharing utility usage data needed for program administrat...	[ "States that the state's decision should focus on data quality", "States that the state's decision should focus on public trust", "States that the state's decision should focus on long-term program stability", "States that open access provides the most data availability, resulting in the most complete and rel...	Energy	NA	Word	[ 8, 8, 8, 8, 8, 6, 6, 6, 5, 8, 8, 7, 7, 7, 7, 8, 6, 6, 6, 7, 8, 3, 3, 9, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 6, 5, 5 ]
[ "Data Access Plan Template _final.docx" ]	docx	v1	Domain	A state energy office is designing the multifamily data strategy for its IRA Section 50121 Home Efficiency Rebates program. The state needs whole-building or building-level energy data that can support savings verification and DOE reporting while protecting tenant privacy and avoiding burdensome collection of individua...	[ "States that the state should implement a phased approach to obtaining multifamily data", "States that the state should immediately use EPA Portfolio Manager for the buildings already connected", "States that using Portfolio Manager provides access to whole-building aggregated data", "States that for the buil...	Energy	NA	Word	[ 9, 9, 6, 9, 9, 6, 9, 6, 8, 8, 8, 6, 6, 4, 4, 9, 8, 8, 8, 8, 4, 4, 5, 3 ]
[ "Data Access Plan Template _final.docx" ]	docx	v1	Domain	A state energy office is launching its IRA Section 50121 Home Efficiency Rebates program and is trying to plan outreach in a low-density rural area. There is a large manufacturing plant nearby that is one of the biggest energy users in the state, and it already shares its data through an opt-in pathway. The state now w...	[ "States that geographically aggregated energy consumption data is typically used for pre-participation targeting and outreach", "States that in this scenario, geographically aggregated data may not be available or usable for residential outreach", "States that a single large manufacturing user in a low-density ...	Energy	NA	Word	[ 6, 8, 8, 5, 3, 3, 6, 8, 8, 8, 3, 9, 8, 8, 8, 8, 8, 8 ]
[ "ghgp_data_2023.xlsx" ]	xlsx	v1	Domain	You're advising an internal ESG analytics team that wants to treat facility-level GHGRP data (≈2011-2023) as the primary "system of record" for three forward-looking workflows: (i) building a baseline and projecting future emissions trends, (ii) setting and justifying multi-year reduction targets, and (iii) tracking pr...	[ "States that the GHGRP encourages transparency and improvements over time.", "States that the EPA's Greenhouse Gas Reporting Program (GHGRP) requires reporting of GHG data from large emissions sources and suppliers in the United States.", "States that the purpose of the GHGRP is to provide nationwide data on an...	Energy	NA	Excel	[ 2, 7, 6, 9, 9, 9, 9, 9, 8, 9, 8, 8, 5, 8, 9, 9, 8, 8, 3, 4, 3 ]
[ "ghgp_data_2023.xlsx" ]	xlsx	v1	Domain	A U.S.-based parent company is rolling up facility-level emissions data from EPA's Greenhouse Gas Reporting Program (GHGRP) across multiple subsidiaries to support an "integrated sustainability and climate strategy," including: (a) forecasting its emissions trajectory, (b) setting enterprise-wide emissions-reduction ta...	[ "States that the GHGRP encourages transparency and improvements over time.", "States that the EPA's Greenhouse Gas Reporting Program (GHGRP) requires reporting of GHG data from large emissions sources and suppliers in the United States.", "States that the purpose of the GHGRP is to provide nationwide data on an...	Energy	NA	Excel	[ 2, 7, 6, 8, 5, 8, 9, 9, 9, 9, 7, 9, 7, 6, 4 ]
[ "ghgp_data_2023.xlsx" ]	xlsx	v1	Domain	A company has built its multi-year Scope 1 inventory, trendline forecasting, and emissions-reduction target tracking on AR4 GWPs, but EPA's GHGRP rule revisions require updated GWPs to be incorporated into Reporting Year 2024 submissions (with EPA adopting AR5 GWPs broadly and AR6 GWPs for certain gases without AR5 che...	[ "States that Global Warming Potential (GWP) values provide a way to convert the global warming potential of various GHGs into carbon dioxide equivalent (CO2e).", "States that GWP values are typically calculated over a 100-year time horizon.", "States that new GWP values are periodically released based on the la...	Energy	NA	Excel	[ 6, 4, 5, 8, 7, 8, 8, 9, 8, 9, 7, 9, 8, 9, 8, 9, 7, 6, 8, 6, 7, 5, 4, 6 ]
[ "MCRA-April-2025.pptx" ]	pptx	v1	Domain	A healthcare technology organization operating under aggressive release cycles is attempting to recover from a failed security audit that revealed systemic issues, including overly permissive access models, inconsistent credential handling, and security practices that were largely disconnected from daily development wo...	[ "States that under MCRA, security must be continuously enforced rather than periodically reviewed", "References \"least privilege\" as necessary to correct overly permissive access models", "References design-oriented coordination as a guardrail approach to address the disconnect between security and developmen...	Information	NA	PowerPoint	[ 10, 7, 6, 6, 4, 3, 3, 6, 8, 8, 3, 6, 6, 6, 8, 8, 6, 5, 8, 3, 8, 3, 3, 3, 3, 6, 4, 3, 4, 2, 3, 2 ]
[ "MCRA-April-2025.pptx" ]	pptx	v1	Domain	A healthcare software company operating in a highly regulated environment is reassessing its security approach after an audit exposed systemic weaknesses, including unclear ownership of security responsibilities and inconsistent validation of critical systems. The organization develops rapidly, values autonomy across e...	[ "States that under MCRA, security responsibilities should be embedded within existing engineering and operations roles rather than isolated in a separate isolated function", "States that isolating security as a standalone function creates organizational weaknesses such as ambiguity in ownership, detachment from d...	Information	NA	PowerPoint	[ 10, 6, 8, 8, 8, 8, 10, 6, 6, 6, 6, 6, 6, 6, 6, 6, 8, 8, 6, 4, 4, 8, 8, 6, 6, 6, 4, 4, 6, 4 ]
[ "MCRA-April-2025.pptx" ]	pptx	v1	Domain	A small healthcare-tech company is rebuilding its security program after a failed audit uncovered widespread over-privilege and long-lived credentials that accumulated under a "fail-fast" culture. The company is modernizing around Microsoft's Cybersecurity Reference Architecture (MCRA) and a Zero Trust posture, but lea...	[ "States that, under MCRA, access governance must operate continuously rather than through periodic access reviews", "mentions periodic \"cleanup\" of permissions is insufficient to prevent privilege drift.", "States that privilege should be temporary, contextual, and identity-bound by default rather than perman...	Information	NA	PowerPoint	[ 10, 8, 6, 8, 8, 10, 8, 10, 8, 6, 8, 6, 6, 8, 6, 4, 4, 6, 5, 5, 4, 6, 4, 4 ]
[ "MCRA-April-2025.pptx" ]	pptx	v1	Domain	A healthcare software company rebuilding its security program after an audit failure adopts the Microsoft Cybersecurity Reference Architecture to modernize infrastructure, embed Zero Trust assumptions, and integrate security into high-velocity DevSecOps workflows. Leadership believes the program is now "in a good place...	[ "States that a sustainable posture requires security to be structurally baked in rather than relying on remembering to stay secure", "mentions a security posture cannot rely solely on one-time remediation or audit recovery efforts", "mentions that durability requires continuous adaptation to one of the followin...	Information	NA	PowerPoint	[ 10, 8, 8, 8, 6, 6, 8, 4, 4, 8, 4, 6, 8, 4, 6, 8, 6, 6, 4, 4, 4, 4, 10, 10, 6, 6, 4, 8, 4, 6 ]
[ "NIST.CSWP.29.docx" ]	docx	v1	Domain	An organization is adopting NIST CSF 2.0 as an outcome-based (non-prescriptive) way to justify detection coverage decisions across three sub-environments: (1) a segmented regulated enclave containing the organization's "crown jewels" with 24/7 SOCaaS monitoring, (2) a standard corporate environment, and (3) guest/BYOD ...	[ "States that monitoring coverage should extend to the corporate and BYOD environment where devices access organizational systems or data.", "Identifies blind spots created by only monitoring crown jewels", "Identifies need for BYOD policy to manage user consent", "States that monitoring coverage should extend...	Information	NA	Word	[ 10, 8, 7, 7, 4, 4, 6, 6, 8, 8, 6, 2, 2, 2, 4, 4, 4, 8, 8, 8, 10, 10, 8, 5, 7, 3, 5, 6 ]
[ "NIST.CSWP.29.docx" ]	docx	v1	Domain	An organization is adopting NIST CSF 2.0 to strengthen cybersecurity risk management across three sub-environments: (1) a secure, regulated enclave with strong controls and dedicated monitoring, (2) a standard corporate environment with uneven implementations and limited "hard" technical control evidence, and (3) a gue...	[ "States NIST CSF 2.0 does not mandate specific desired maturity level", "States NIST CSF 2.0 expects organizations to establish risk based current profile.", "States NIST CSF 2.0 expects organizations to establish risk based target profile.", "States that profiles (current and/or target) should be driven by b...	Information	NA	Word	[ 10, 8, 8, 6, 6, 6, 7, 8, 3, 5, 3, 3, 3, 4, 4, 4, 4, 5, 6, 5, 5, 5, 7, 7, 7, 7, 7, 6, 5, 7, 3, 5 ]
[ "NIST.CSWP.29.docx" ]	docx	v1	Domain	An organization is aligning its cybersecurity program to NIST CSF 2.0 outcomes across three sub-environments (a tightly controlled regulated enclave, a standard corporate environment, and a guest/BYOD collaboration layer). After a competitor breach and an internal near-miss, executives want a defensible, outcome-based ...	[ "States organizations must assess the authenticity of hardware", "States organizations must assess the authenticity of software", "States organizations must assess the integrity of hardware", "States organizations must assess the integrity of software", "States controls must extend to the cloud collaboratio...	Information	NA	Word	[ 9, 9, 9, 9, 8, 8, 5, 5, 5, 6, 6, 3, 7, 7, 4, 9, 4, 7, 4, 3, 6, 6, 4, 4, 5, 8, 8, 6, 7, 7, 7, 5, 5, 4, 7, 4, 4, 4, 5 ]
[ "NIST.CSWP.29.docx" ]	docx	v1	Domain	An organization is adopting NIST CSF 2.0 to mature its cybersecurity program across multiple sub-environments, including a tightly regulated enclave, a standard corporate environment, and a guest/BYOD access layer. While technical controls vary significantly across these environments, security engineers report that the...	[ "States governance is its own function", "States that cybersecurity governance is an organizational-wide responsibility, not solely an IT or security team concern", "Identifies direction setting as executive objective of governance", "Identifies risk tolerance definition as executive objective of governance",...	Information	NA	Word	[ 7, 10, 9, 9, 7, 8, 4, 6, 6, 6, 6, 6, 8, 10, 8, 6, 5, 7, 8 ]
[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]	xlsx	v1	Domain	A financial services company is migrating sensitive banking and identity workloads into AWS and is trying to level up both fraud detection and cloud security. After a major account takeover campaign, investigators realized key signals are scattered across different logging tools. Authentication events, device fingerpri...	[ "Identifies that the described problems violate AU-2b (the necessity to enhance and support auditable events) and AU-2c (the justification for why audited events are adequate).", "Recommends establishing a unified logging strategy guided by AU-2 (Event Logging) to address fragmented telemetry across platforms fol...	Information	NA	Excel	[ 9, 9, 8, 7, 8, 8, 7, 7, 8, 8, 7, 8, 7, 8, 9, 8, 7, 7, 8, 8, 7, 7, 6, 7, 7, 7, 6, 5, 6, 6, 5, 6, 6, 7, 6 ]
[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]	xlsx	v1	Domain	A financial services company is migrating sensitive banking and identity workloads into AWS and is trying to tighten up both fraud operations and cloud security. One problem keeps coming up in its cloud-hosted fraud detection platform: configuration drift. Storage settings, IAM policies, fraud model thresholds, and sec...	[ "States that managing configuration drift requires baselines to be established and continuously updated as changes occur in the environment.", "Recommends taking an inventory of all currently deployed infrastructure as the first step toward establishing configuration baselines.", "Recommends using AWS Config as...	Information	NA	Excel	[ 8, 8, 7, 7, 9, 7, 8, 8, 7, 9, 6, 7, 7, 8, 7, 7, 8, 7, 7, 8, 7, 7, 6, 7, 6, 6, 6, 5, 6, 6, 6, 6, 7, 7, 6 ]
[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]	xlsx	v1	Domain	After a failed audit, you discover the fraud org has years of "temporary" access that never got rolled back. Fraud analysts, automation pipelines, service accounts, and vendor tools now have broad access across customer identity data, case-management systems, transaction monitoring, and even internal detection logic. L...	[ "States that CP-2 (Contingency Planning) must establish recovery objectives tied to fraud detection uptime", "States that contingency plans must prioritize critical operations for restoration over non-critical ones", "Recommends that contingency planning involve all related teams to ensure comprehensive coverag...	Information	NA	Excel	[ 9, 8, 7, 7, 6, 6, 9, 7, 7, 9, 8, 6, 8, 8, 9, 7, 8, 7, 7, 8, 7, 8, 7, 7, 6, 7, 7, 6, 6, 9, 9, 8, 7, 9, 7, 7 ]
[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]	xlsx	v1	Domain	A financial services organization is strengthening its cyber fraud intelligence and cloud security posture as it migrates sensitive banking and identity workloads into AWS. Recent fraud investigations revealed gaps in identity governance, logging integrity, configuration drift, ransomware resilience, and third-party ri...	[ "States that SR-3 requires formally assessing vendor security posture, fraud-relevant data handling, and exposure pathways", "States that SR-3 vendor assessments are intended to prevent suppliers from becoming an indirect fraud-enablement vector.", "Recommends researching a vendor's security history and practic...	Information	NA	Excel	[ 9, 8, 8, 7, 6, 6, 6, 9, 8, 8, 8, 7, 7, 7, 7, 6, 8, 7, 7, 7, 7, 7, 7, 8, 8, 6, 7, 6, 6, 6, 6, 9, 9, 7, 6, 5 ]
[ "shopping-cart-instructions.pptx" ]	pptx	v1	Domain	An end user submits one requisition with five requested lines under the same account and delivery address. During fulfillment review, you confirm four lines can be issued immediately from store inventory, while one line cannot be issued because on-hand quantity is insufficient and the item must be procured externally. ...	[ "Response addresses all three scenarios: partial fulfillment, missing item in catalog, and increased stockouts", "States that the requisition should be processed as a partial requisition, allowing fillable and unfillable lines to be managed independently while maintaining a single audit trail", "Addresses how t...	Wholesale/Retail Trade	NA	PowerPoint	[ 3, 7, 7, 5, 4, 9, 9, 6, 4, 5, 7, 7, 7, 5, 7, 7, 7, 9, 5, 5, 4, 6, 6, 4, 4, 4, 5, 7, 5, 6, 5, 5, 4, 5, 3, 3, 5, 3, 4 ]
[ "shopping-cart-instructions.pptx" ]	pptx	v1	Domain	Over the last several weeks, two patterns have emerged: Pattern 1 (replenishment failure): Emergency buys are increasing for supplies that are normally replenished through the routine reorder workflow. In the most recent reorder spreadsheet that was submitted, multiple high-usage items are not present at all, and seve...	[ "Response identifies that the discrepancies are caused by inventory being moved without being properly recorded in the system (e.g., bypassing formal requisition and delivery steps)", "Response states Items must be placed In Transit.", "Response states items must be delivered with a required badge scan or PIN f...	Wholesale/Retail Trade	NA	PowerPoint	[ 8, 5, 5, 4, 4, 5, 3, 6, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 6, 6, 6, 6, 6, 4, 5, 4, 5, 3 ]
[ "EDI 830 Supplier Packet Final.docx" ]	docx	v1	Domain	Kroger mandates a supplier-facing forecast feed that provides a rolling short-term view of expected demand. The supplier already forecasts internally, but after rollout the supplier begins experiencing symptoms that suggest misalignment between internal planning assumptions and Kroger's signal. Leadership wants to know...	[ "States clearly that Kroger forecast supplements and not replaces internal planning", "Explains that the Kroger forecast provides a more comprehensive forecast view by incorporating specific demand components such as retail price, seasonality, or display data at the item level", "Explains how the Kroger signal ...	Wholesale/Retail Trade	NA	Word	[ 10, 10, 9, 7, 9, 9, 8, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 9, 8, 8, 8, 9, 9, 10, 8, 8, 8, 8, 6, 6, 5, 8, 8, 8, 6, 7, 6, 8, 6, 6, 7, 7, 6, 7, 7, 5, 7, 5 ]
[ "EDI 830 Supplier Packet Final.docx" ]	docx	v1	Domain	Your company relies on an outsourced EDI portal and does not have an internal tech function. Forecasting is maintained outside the ERP. Kroger proposes that you begin consuming a forecast feed that will require partner setup, retailer approval to initiate, and internal ownership for ongoing use. What is the most approp...	[ "Proposes a kickoff plan that does not assume internal engineering capacity", "Specifies that Supplier Operations team will lead setup in the absence of an internal tech team in an organization", "Specifies that Supplier Operations initiates the request to begin the 830 setup process.", "Identifies the Kroger...	Wholesale/Retail Trade	NA	Word	[ 10, 9, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 8, 9, 9, 7, 8, 6, 7, 6, 6, 7, 7, 7, 7, 7, 7, 8, 10, 9, 8, 8, 8, 8, 9, 9, 7, 7, 7, 7, 6, 6, 9, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 7, 7, 7, 7 ]
[ "EDI 830 Supplier Packet Final.docx" ]	docx	v1	Domain	A supplier to Kroger has two compounding constraints: factory production is typically locked about three months after a PO is placed, but Kroger's demand signal only provides a 13-week view for local DCs and a 17-week view for a regional DC channel, meaning the signal arrives inside or right at the edge of the producti...	[ "Recognizes short shelf life constraints and sell through window", "Explains how Supplier Ops reviews the forecasts to identify demand spikes or gaps.", "Explains combining Kroger signal with long term internal plan", "Describes Sales partnering with Kroger to interpret promotions or changes", "Addresses ov...	Wholesale/Retail Trade	NA	Word	[ 10, 9, 10, 9, 9, 8, 9, 8, 10, 9, 8, 9, 7, 6, 6, 6, 8, 8, 9, 7, 6, 10, 6, 8, 8, 9, 9, 8, 6, 8, 9, 7, 8, 6, 4, 5, 5 ]
[ "Financial-Planning-Calculator_Final.xlsx" ]	xlsx	v1	Domain	"In a single quarter, three planning decisions collide: A forecasted sales decline is modeled in the workbook inputs while staffing is held constant due to schedule commitments. The business appears profitable in the summary, yet the detailed view shows thin margins and a cost structure that depends on consistently hig...	[ "Assesses whether the sales decline plan is viable given slim margins and a largely fixed cost structure that does not flex with reduced revenue.", "Challenges the assumption that one month above break-even is sufficient to demonstrate sustainable viability.", "Explains how maintaining constant staffing during ...	Wholesale/Retail Trade	NA	Excel	[ 10, 10, 9, 9, 10, 8, 8, 9, 9, 9, 9, 9, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 7, 10, 9, 7, 8, 7, 7, 6, 5, 7, 6, 6 ]
[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]	pptx	v1	Domain	It's Tuesday afternoon on Day 3 of camp build-out. The motor pool goes live at 0600 tomorrow, and logistics is insisting you have a functioning HAZMAT/HW setup tonight so maintenance can start on time. They want to put it 70-90 feet behind the DFAC because the pad is already gravel, it is easy for forklifts, and it is ...	[ "States that the downhill location creates a release pathway risk due to proximity to drainage.", "States that faded-label drums and containers must not be brought into the HAZMAT/HW facility.", "States that the HAZMAT/HW area must be separated from drainage pathways.", "States that siting the HAZMAT/HW area ...	Waste Management & Environmental Services	NA	PowerPoint	[ 10, 10, 10, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 6, 6, 7, 6, 5, 5, 5 ]
[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]	pptx	v1	Domain	The maintenance bay is running two shifts (0600-1800 plus a small evening crew), and for the last 10 days they've been generating waste every day. You are seeing aerosol cans, oily rags, spent absorbents, paint-related waste, and used petroleum products piling up in the HWAP corner. Right now the HWAP is sloppy and uns...	[ "States that new waste accumulation must be paused until the HWAP is stabilized.", "States that all open containers must be closed.", "States that responsibility for HWAP control rests with the waste generator function.", "States that labeling deficiencies on waste containers must be corrected.", "States th...	Waste Management & Environmental Services	NA	PowerPoint	[ 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 6, 8, 7, 6, 5, 7 ]
[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]	pptx	v1	Domain	You're doing a Friday walkthrough and the HWSA expanded fast after a surge of work orders. The site currently holds 12 x 55-gallon drums of flammable waste, 4 x 5-gallon jugs of corrosive waste, and two partially full containers staged "for consolidation later." All of it is in a single berm rated for 60 gallons. The f...	[ "States that secondary containment must be sized to 10% of total volume stored.", "States that secondary containment must be sized to 110% of the largest container.", "States that the applicable containment requirement is whichever value is greater (10% total volume or 110% largest container).", "States that ...	Waste Management & Environmental Services	NA	PowerPoint	[ 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 6, 6, 6, 5, 7, 5, 5 ]
[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]	pptx	v1	Domain	You get a near-miss report: during forklift movement, a jug tipped and leaked a small amount in the storage area. Nobody was hurt, but you find oxidizers stored next to other wastes and acids stored next to bases. Leadership wants a fix by COB today and wants something the storage team can follow without guessing. The ...	[ "States that a storage system must be implemented that prevents incompatible co-storage.", "States that acids must be physically separated from bases.", "States that oxidizers must be isolated from other waste streams.", "States that SDS access must be available at the storage location.", "Identifies that s...	Waste Management & Environmental Services	NA	PowerPoint	[ 10, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 7, 6, 6, 6, 5, 5, 6, 5, 6 ]
[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]	pptx	v1	Domain	Your contractor slips pickup by two weeks. Logistics wants an internal convoy move to another staging area because the current storage location conflicts with an incoming equipment drop. During your walkdown, you see reused drums with old hazard labels still visible, one liquid container filled almost to the top with m...	[ "States that transport under current conditions must not be authorized.", "Identifies that use of an uncertified transport team is not acceptable for movement.", "States that transport requirements apply to internal convoy movements.", "States that qualified personnel and proper documentation are mandatory fo...	Waste Management & Environmental Services	NA	PowerPoint	[ 10, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 6, 5, 4, 8, 7, 4 ]
[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]	docx	v1	Domain	An RG2 lab autoclaves all solid biohazard waste on-site. A review shows that common autoclaved items are regularly contaminated with small amounts of organic solvents. This practice has never been formally reevaluated. List the steps you would take to reassess the waste stream, manage the risk immediately, and update t...	[ "States that risk assessment should govern waste management across collection, handling, storage, treatment, and disposal", "Re-characterize the waste stream due to solvent contamination.", "Formally re-runs the risk assessment and procedure review based on the re-characterized waste stream.", "States that th...	Waste Management & Environmental Services	NA	Word	[ 7, 9, 9, 7, 8, 10, 9, 9, 9, 8, 8, 7, 8, 7, 8, 7, 9, 8, 10, 7, 9, 9, 9, 6, 7, 7, 6, 8, 8, 8, 7, 5 ]
[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]	docx	v1	Domain	A research institution operating RG1-RG2 laboratories uses chemical disinfection followed by sanitary sewer disposal for certain liquid waste streams, consistent with its documented waste handling program. During an inspection, the local sewer authority questions whether the program adequately addresses downstream infr...	[ "States the issue is a regulatory/authority interface and downstream risk question.", "States this is not automatically a biosafety failure.", "States the facility demonstrates that waste handling complies with applicable external and local regulatory requirements.", "States the facility demonstrates that was...	Waste Management & Environmental Services	NA	Word	[ 9, 8, 9, 9, 9, 8, 9, 7, 7, 7, 7, 6, 9, 9, 8, 8, 6, 9, 8, 2, 2, 2, 2, 9, 9, 8, 8, 8, 8, 7, 6, 10, 9, 8, 6, 6, 8, 8, 8, 8, 8, 8, 6, 6, 7, 5 ]
[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]	docx	v1	Domain	"Waste volumes for regulated medical waste keep creeping up at a large research facility, but nothing about the actual RG1-RG2 work has increased. When you dig in, you find the pattern is happening at lab-adjacent disposal areas. Custodial staff are basically treating anything near a lab as biohazard because they do no...	[ "States the RMW increase is a control/clarity failure, not increased biological risk.", "Connects the fact that research activity hasn't increased to the conclusion that the RMW spike is systemic over-classification rather than a genuine increase in biohazard waste", "Identifies uncertainty at lab-adjacent disp...	Waste Management & Environmental Services	NA	Word	[ 9, 8, 8, 9, 7, 8, 8, 8, 8, 7, 10, 9, 9, 9, 8, 8, 8, 8, 7, 7, 9, 9, 8, 7, 7, 9, 7, 7, 6, 8, 6, 6, 6, 6, 6, 6, 7, 6, 7, 4 ]
[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]	docx	v1	Domain	You are updating the RG2 solid biohazard waste program because the autoclave is routinely oversubscribed. Untreated waste is sitting too long and staff are making inconsistent rerouting decisions depending on the lab or the shift. You need to draft the key program changes you would implement so this stops turning into ...	[ "States frequent autoclave capacity exceedance is a predictable program gap, not an \"operational inconvenience.\"", "States that routine capacity exceedance must be addressed at the program level, not left to individual staff decisions", "Quantifies the gap between waste generation and autoclave treatment capa...	Waste Management & Environmental Services	NA	Word	[ 9, 8, 10, 9, 9, 8, 8, 8, 9, 9, 8, 9, 8, 8, 9, 9, 9, 8, 9, 8, 8, 8, 8, 9, 9, 8, 6, 8, 8, 8, 8, 7, 8, 6, 6, 6, 8, 8, 8, 8, 8, 6, 8, 7, 6, 7, 7, 7 ]
[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]	docx	v1	Domain	A facility discovers that during nights and weekends, biohazard waste generated in RG2 laboratories is sometimes left unsecured or improperly segregated because trained personnel are not present and responsibilities are unclear. While no exposure incidents have occurred, the practice deviates from the documented waste ...	[ "States to diagnose to problem by explaining the off-hours life cycle gap, not that there is a lack of incidents", "States the need to explicitly assign who is responsible at the end of the shift for ensuring waste is correctly segregated and secured", "States the need to define who is authorized to move waste ...	Waste Management & Environmental Services	NA	Word	[ 7, 6, 8, 8, 6, 7, 8, 10, 10, 10, 8, 10, 6, 7, 8, 7, 6, 10, 10, 7, 10, 8, 10, 8, 8, 6, 7, 6 ]
[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]	xlsx	v1	Domain	You've been asked to put together a waste characterization approach for a large institutional building (classrooms, offices, event space). The building has been pushing floor-level waste separation, but what you're seeing at the loading dock tells a different story. Most streams are getting combined into a few containe...	[ "States the needs to stop measuring based off intent and instead measure based on the waste leaving the building (quantifiable data)", "Explains that commingled wastes should be treated as one waste definition (trash) instead of separate trash, recycling and bulky items inside the facility as that is how the wast...	Waste Management & Environmental Services	NA	Excel	[ 10, 8, 6, 9, 10, 8, 10, 8, 5, 7, 9, 8, 6, 8, 8, 8, 9, 9, 9, 9, 10, 8, 10, 8, 7, 6, 5, 6, 5, 5 ]
[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]	xlsx	v1	Domain	A commercial office tenant occupies the majority of a multi-tenant property but shares all centralized dumpsters and compactors with other tenants. The tenant is required to report its waste generation and diversion performance for an external sustainability program, even though no tenant-specific measurement exists. ...	[ "Clear opening statement outlining answer that when dumpsters are shared tenant-level reporting is an allocation problem, not a measurement problem", "States the need to base waste estimate on defensible \"as-serviced\" totals", "States the importance of using service charged totals with actual tonnage used fro...	Waste Management & Environmental Services	NA	Excel	[ 6, 10, 10, 6, 8, 9, 8, 10, 8, 6, 9, 10, 10, 10, 10, 6, 5, 9, 9, 9, 9, 7, 9, 8, 8, 7, 6, 5, 7, 5 ]
[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]	xlsx	v1	Domain	Facilities has been confident that recycling is working in a municipal office building because the internal program looks solid. Good signage, staff engagement, and plenty of bins. Then the hauler's numbers come in and tell a very different story: trash is much higher than expected and recycling is lower. Now leadershi...	[ "States to handle the situations as an internal check of system, not point fingers of who is actually wrong (hauler or site)", "States to verify what the haulers numbers actually represent whether estimates or measured", "States actual scale weights as a basis of haulers numbers", "States service based estima...	Waste Management & Environmental Services	NA	Excel	[ 7, 10, 8, 8, 6, 10, 10, 8, 10, 8, 8, 8, 8, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 6, 7, 6 ]
[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]	xlsx	v1	Domain	A property management company oversees a portfolio of office and institutional buildings and uses service-based waste estimates to compare buildings and identify opportunities for improvement. Some buildings show large differences in waste generation that may be driven by occupancy patterns, compaction practices, or ha...	[ "States that service based waste data should be treated as a screening a prioritization tool", "States that estimates are valuable for identifying where to look, but large differences should be treated as signals to investigate, not automatic proof of poor behavior or failed programs", "States the need to norma...	Waste Management & Environmental Services	NA	Excel	[ 10, 10, 10, 10, 10, 10, 7, 10, 7, 10, 10, 10, 8, 8, 10, 9, 10, 8, 8, 10, 9, 9, 9, 9, 7, 6, 6, 7, 7, 5 ]
[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]	xlsx	v1	Domain	The organization reports waste generation and diversion performance over time to demonstrate progress toward public zero-waste or diversion goals. Reported results fluctuate noticeably month to month, largely due to changes in occupancy, event activity, and hauling frequency, even when there have been no meaningful ope...	[ "States credible reporting is less about precision and more about consistency and transparency", "States occupancy, events and hauling frequency change month-to-month results regardless of day-to-day practices staying the same", "States the organizations goals should be to report data that separates what change...	Waste Management & Environmental Services	NA	Excel	[ 8, 9, 10, 10, 10, 9, 10, 10, 8, 8, 7, 10, 8, 7, 8, 7, 10, 10, 8, 8, 6, 5, 4, 4, 7, 5 ]
[ "Outcomes & Assessment.pptx" ]	pptx	v1	Domain	A public health nonprofit is running multiple peer support groups each week and needs to demonstrate participant outcomes such as increased connection, hope, motivation, recovery confidence and practical recovery tools. Over a six-month period, the program supports approximately 200 participants across all group sessio...	[ "Explains that pairing quantitative scale questions with open-ended qualitative prompts provides staff with actionable insights that quantitative scales alone would miss", "Defines what success looks like in the peer recovery setting by offering a concise definition attached to increased connection, recovery conf...	Educational Services	NA	PowerPoint	[ 4, 9, 1, 7, 6, 5, 6, 5, 3, 3, 5, 2, 7, 3, 3, 7, 4, 6, 7, 5, 6, 3, 3, 3, 3, 5, 3, 4, 5, 4, 3 ]
[ "Rubrics.docx" ]	docx	v1	Domain	The university is implementing a new policy requiring rubrics for all major graded assignments including final exams, capstone projects, research papers, and presentations worth 20% or more of the course grade. The Center for Excellence in Teaching prepared this comprehensive guide to support faculty during this transi...	[ "Identifies both strengths and weaknesses of the existing document, noting what it currently covers (e.g., rubric types, tradeoffs) and what practical guidance is missing", "Evaluates the document's existing guidance on rubric types and their tradeoffs, noting what it does well and where it falls short in helping...	Educational Services	NA	Word	[ 9, 7, 4, 3, 3, 5, 3, 8, 6, 3, 9, 9, 3, 2, 7, 5, 3, 2, 8, 1, 2, 4, 3, 3, 2, 5, 4, 3, 2, 6, 6, 4, 2, 3, 4, 2, 3, 1, 1, 1, 1, 1, 5, 4, 3, 4, 3, 4, 2 ]
[ "Rubrics.docx" ]	docx	v1	Domain	The university is implementing a new policy requiring rubrics for all major graded assignments (final exams, capstone projects, research papers, presentations) worth 20% or more of course grade. The Center for Excellence in Teaching prepared a comprehensive guide to support faculty during this transition. As Associate ...	[ "States that the current AI usage guidance for rubrics is inadequate for faculty who are novices with AI and LLM tools.", "Identifies at least one specific gap (e.g. does not explain how a teacher can ask an LLM to generate specific rubric types) in the current AI section that could lead to poor outcomes for facu...	Educational Services	NA	Word	[ 9, 7, 7, 3, 3, 3, 5, 3, 2, 4, 8, 5, 6, 7, 5, 3, 2, 2, 7, 7, 4, 4, 3, 5, 4 ]
[ "2020_qa_report_standard_4.xlsx" ]	xlsx	v1	Domain	You are a professor assigned to serve on a Curriculum and Learning Assessment Committee. You are tasked with reviewing your colleagues' assessments of the university's student learning outcomes for this year's courses. In order to improve the educational assessment process, please answer the following questions concern...	[ "States whether direct assessment methods are present, absent, or rare across the courses described.", "States whether indirect assessment methods are present, absent, or rare across the courses described.", "States whether formative assessment methods are present, absent, or rare across the courses described."...	Educational Services	NA	Excel	[ 6, 6, 6, 6, 6, 6, 6, 8, 5, 3, 2, 5, 2, 2, 2, 2, 2, 2, 4, 7, 5, 5, 4, 4, 3, 3, 3 ]
[ "2020_qa_report_standard_4.xlsx" ]	xlsx	v1	Domain	What concrete elements are missing from the analysis/action narrative such that the results cannot inform course changes, how should the goal be rewritten to be unambiguously measurable without grades, and what results layout would make term-to-term goal attainment and trend direction immediately visible? Do not use w...	[ "States that the analysis is missing explanations of why results occurred, rather than merely confirming whether the goal was met", "States that the analysis must include academic year factors influencing results.", "States that the analysis must include what was learned from the results.", "States that more ...	Educational Services	NA	Excel	[ 8, 6, 10, 9, 8, 8, 3, 3, 3, 3, 4, 7, 6, 8, 10, 6, 5, 8, 5, 6, 6, 4, 5 ]
[ "2020_qa_report_standard_4.xlsx" ]	xlsx	v1	Domain	Do the reported percentage results across terms provide enough evidence to support a trend claim about student learning outcomes, or do they risk over-interpreting limited data points? Given the expectation to include "graphs or tables of resulting trends (3-5 data points preferred)," do the materials meet that standa...	[ "States that the reported data points are not sufficient or particularly useful for understanding real trends", "States that the data points does not tell the whole story.", "States that results should include specific insights into areas where students struggled", "States that more final exam data is needed ...	Educational Services	NA	Excel	[ 9, 6, 8, 8, 7, 7, 3, 8, 7, 7, 3, 7, 7, 8, 8, 6, 6, 6, 6, 6, 6, 7, 3, 6, 7, 5, 6, 5 ]
[ "2020_qa_report_standard_4.xlsx" ]	xlsx	v1	Domain	Given that the current instruments are largely direct and internal, what comparative (e.g., between sections/instructors/modalities) or external measures would most improve validity, and what minimum accompanying reporting (e.g., N/cohort size, section/instructor, modality, prerequisite completion, rubric version) woul...	[ "States that the current methods of assessment (tied to the final exam) are appropriate for the stated goal", "States that the targets lack justification", "States that it is unclear whether the targets are attainable", "States that more historical date is needed to justify targets.", "States that data from...	Educational Services	NA	Excel	[ 6, 4, 4, 4, 8, 8, 7, 10, 9, 7, 6, 6, 6, 6, 8, 7, 6, 2, 2, 2, 2, 5, 10, 10, 5, 7, 5, 4, 5 ]
[ "2020_qa_report_standard_4.xlsx" ]	xlsx	v1	Domain	Why is framing an expected learning outcome as "≥85% of students will score ≥75% on the final exam" problematic given the guidance to avoid using grades, what evidence about specific competencies is lost when outcomes are reduced to score thresholds, and how could two course-aligned outcomes be rewritten as observable,...	[ "States that the outcome \"≥85% score ≥75%\" is invalid because grades cannot be used as an accurate measurement instrument.", "States that grade thresholds do not measure student competencies.", "States that knowing how many students earned a passing grade does not indicate whether students demonstrated target...	Educational Services	NA	Excel	[ 10, 9, 7, 8, 7, 7, 6, 9, 8, 6, 7, 8, 7, 9, 3, 7, 7, 6, 4, 8, 5, 4 ]
[ "procedures-and-pocus.pptx" ]	pptx	v1	Domain	Laceration repairs across multiple sites: A community hospital emergency department is implementing a new documentation improvement initiative after discovering significant revenue loss in their wound repair billing. During a recent audit, the compliance team identified that physicians are frequently documenting lacera...	[ "States that laceration repair is a high-frequency emergency department procedure", "States that laceration repair procedures are subject to elevated audit scrutiny", "States that variable complexity classification contributes to increased audit scrutiny for laceration repair services", "States that documenta...	Healthcare & Social Assistance	NA	PowerPoint	[ 9, 9, 9, 9, 9, 9, 8, 9, 8, 8, 8, 8, 8, 7, 7, 7, 8, 8, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 9, 9, 6, 6, 6, 8, 8, 7, 8, 7, 6, 6 ]
[ "procedures-and-pocus.pptx" ]	pptx	v1	Domain	Incision and Drainage of Abscesses: An emergency physician evaluates a patient with a large, painful gluteal abscess measuring approximately 6 cm. Bedside ultrasound is used to confirm the presence of a fluid collection prior to incision. The physician performs an incision and drainage, breaks down loculations, irrigat...	[ "States that I&D coding is determined by the procedural work performed", "States that abscess size alone does not determine I&D complexity for reporting purposes", "States that abscess location alone does not determine I&D complexity for reporting purposes", "States that coding decisions must be supported by ...	Healthcare & Social Assistance	NA	PowerPoint	[ 9, 9, 9, 9, 8, 8, 7, 7, 7, 7, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 6, 5 ]
[ "procedures-and-pocus.pptx" ]	pptx	v1	Domain	Fracture and Dislocation Care: Case Scenario 1-An emergency physician evaluates a patient with a displaced distal fibula fracture. During the visit, the physician applies traction to improve alignment before placing a splint. Post-splint imaging shows improved positioning, but no formal reduction note is documented. D...	[ "States that fracture care with manipulation requires explicit documentation of intentional fracture reduction", "States that fracture manipulation is determined by intentional reduction of the fracture rather than limb positioning for immobilization", "States required documentation describing the specific redu...	Healthcare & Social Assistance	NA	PowerPoint	[ 9, 8, 8, 8, 8, 8, 8, 8, 7, 6, 9, 9, 9, 9, 9, 8, 8, 8, 6, 8, 6, 8, 8, 7, 8, 7, 5 ]
[ "procedures-and-pocus.pptx" ]	pptx	v1	Domain	Procedural Sedation Time During a painful orthopedic reduction, an emergency physician administers procedural sedation. The physician documents continuous bedside monitoring for 18 minutes, including airway assessment, vital sign monitoring, and patient response to medication. Nursing staff also document overlapping mo...	[ "States that procedural sedation is billed using time-based CPT codes", "Requires direct, continuous, face-to-face physician monitoring to support procedural sedation billing", "States that a minimum of 16 minutes of qualifying physician intraservice time is required to report the initial procedural sedation co...	Healthcare & Social Assistance	NA	PowerPoint	[ 9, 9, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 6, 10, 9, 8, 8, 8, 9, 9, 7, 10, 6, 7, 6 ]
[ "procedures-and-pocus.pptx" ]	pptx	v1	Domain	POCUS Performed for Clinical Decision An emergency physician evaluates a patient presenting with shortness of breath and hypotension. As part of the initial assessment, the physician performs a focused bedside cardiac ultrasound to evaluate for pericardial effusion and gross cardiac activity. The findings are documente...	[ "States that point-of-care ultrasound may be reported separately when performed to answer a specific clinical question", "Requires documentation that ultrasound findings directly influenced clinical decision making to support diagnostic reporting", "States that ultrasound used to evaluate potentially life-threa...	Healthcare & Social Assistance	NA	PowerPoint	[ 7, 8, 9, 7, 5, 10, 8, 7, 7, 6, 6, 10, 10, 10, 10, 10, 8, 8, 5, 7, 7, 4, 6, 6 ]
[ "19-6-CPT-Code-FAQ-03.28.2023.docx" ]	docx	v1	Domain	An independent outpatient mental health provider is contracting with the Alamda County Department of Health to deliver services to Medi-Cal patients as part of a new program. They're in the process of transitioning over to SmartCare and need to comply with the new billing system as part of the contract. The provider of...	[ "States that InSyst procedure codes were discontinued July 1, 2023.", "States that services must be billed using CPT or HCPCS codes after July 1, 2023.", "States that the use of CPT and HCPCS codes will depend on the type of service rendered.", "States that the use of CPT and HCPCS codes will depend on the qu...	Healthcare & Social Assistance	NA	Word	[ 9, 10, 10, 10, 9, 10, 9, 9, 8, 9, 8, 10, 10, 9, 8, 8, 10, 10, 10, 9, 8, 8, 8, 7, 8, 8, 9, 6, 7, 7 ]
[ "19-6-CPT-Code-FAQ-03.28.2023.docx" ]	docx	v1	Domain	A large behavioral health organization has expanded its services significantly over the past year and now employs psychiatrists, nurses, licensed therapists and social workers, while also working with a network of peer counselors and clinical trainees. It services a large number of Medi-Cal patients and wants to make s...	[ "States that services may be billed when the patient is not present only when the selected code allows collateral or support person involvement", "States that 90791 must not be billed for family only or support person only encounters.", "States that H0031 must not be billed for family only or support person onl...	Healthcare & Social Assistance	NA	Word	[ 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 10, 10, 10, 9, 9, 9, 8, 8, 8, 8, 9, 10, 8, 9 ]
[ "19-6-CPT-Code-FAQ-03.28.2023.docx" ]	docx	v1	Domain	An outpatient mental health provider audits it finances and want to know why it's seen an increase in claim denials year over year. One avenue it wants to look at is coding and whether they have been billing correctly. They've also significantly expanded telehealth services in that time period. Their questions are: Whi...	[ "States that telehealth services may be billed only when the CPT or HCPCS code is authorized for telehealth delivery.", "States that the claim must accurately reflect whether the service was delivered via audio-only or audio-video.", "States that the claim must accurately reflect the patient's location (e.g., w...	Healthcare & Social Assistance	NA	Word	[ 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 8, 8, 9, 9, 9, 9, 7, 5, 6, 8 ]
[ "cpt-pcm-nhsn.xlsx" ]	xlsx	v1	Domain	A vascular surgeon performs an open repair of an infrarenal abdominal aortic aneurysm after a failed EVAR. The operative note states that the repair required an aorto-bi-iliac prosthesis, but the OR record lists 34830 instead of 34831. Using the CPT Operative Procedure Code Mappings, determine which code is correct, ex...	[ "States that the correct CPT code for this procedure is 34831.", "States that 34831 is correct because the operative report documents an aorta-bi-iliac prosthetic graft.", "States that 34830 is incorrect because it applies to a tube graft configuration only.", "States that the prosthesis/graft type is what di...	Healthcare & Social Assistance	NA	Excel	[ 10, 10, 10, 10, 9, 10, 5, 7 ]
[ "cpt-pcm-nhsn.xlsx" ]	xlsx	v1	Domain	The patient was brought to the OR for a planned mastectomy under anesthesia. During abdominal exploration for unrelated RUQ pain, a firm hepatic lesion was identified. The hepatobiliary surgeon was called in to the OR and decided upon performing an open partial hepatectomy. The breast surgeon then proceeded with a righ...	[ "States that two distinct operative procedures were performed during the same anesthesia event.", "States that the CPT code for the open partial hepatectomy is 47120.", "States that the NHSN operative procedure category for the open partial hepatectomy is BILI (Biliary, Tract, Liver, Pancreas).", "States that...	Healthcare & Social Assistance	NA	Excel	[ 9, 10, 10, 10, 10, 9, 9, 9, 9, 9 ]
[ "cpt-pcm-nhsn.xlsx" ]	xlsx	v1	Domain	Pre-operative diagnoses: 1. Medically refractory temporal lobe epilepsy 2. Right frontal intracranial lesion of uncertain etiology The patient was brought to the operating room for surgical management of longstanding, medication-resistant epilepsy. A right-sided cranial exposure was created, and intraoperative neur...	[ "States that two separate CPT codes from the CRAN section apply to the described surgical scenario", "States that CPT code 61538 defines a craniotomy with excision of the epileptogenic cortex.", "States that CPT code 61538 describes a temporal lobectomy procedure.", "States that CPT code 61538 represents the ...	Healthcare & Social Assistance	NA	Excel	[ 4, 10, 10, 9, 10, 5, 10, 10, 9, 9, 6, 8, 8, 7, 5, 7, 6 ]
[ "cpt-pcm-nhsn.xlsx" ]	xlsx	v1	Domain	A 64-year-old patient undergoes an operative session involving two distinct procedures performed during the same anesthesia event: 1. A posterior lumbar decompression with excision of hypertrophic ligament and partial facetectomy for severe lumbar stenosis. 2. A resection of a segment of the small intestine due to i...	[ "States that Procedure 1-Posterior Lumbar Decompression is classified under the NHSN procedure category LAM.", "States that the LAM acronym stands for Laminectomy in the NHSN classification system", "States that Procedure 1 involves the spinal column anatomical system.", "States that Procedure 1 involves vert...	Healthcare & Social Assistance	NA	Excel	[ 9, 9, 9, 9, 9, 8, 9, 9, 9, 9, 8, 8, 8, 8, 9, 9, 5 ]
[ "cpt-pcm-nhsn.xlsx" ]	xlsx	v1	Domain	Pre-operative diagnoses: 1. Traumatic crush injury to left lower leg with non-salvageable tibia and fibula 2. Traumatic partial amputation of right hand involving distal metacarpals Procedure Report: The patient was emergently transported to the operating room following a high-impact industrial accident. On arrival, ...	[ "States that Procedure 1 involves a left lower leg amputation performed through the tibia and fibula.", "States that the CPT code assigned to Procedure 1 is 27880.", "States that CPT code 27880 description is amputation of the leg through the tibia and fibula.", "States that Procedure 1 is classified under th...	Healthcare & Social Assistance	NA	Excel	[ 10, 10, 10, 10, 5, 9, 9, 9, 4, 10, 10, 10, 9, 9, 8, 8, 9, 9, 9, 9, 9, 9, 8, 8, 7 ]
[ "02-20-25 Strategic Planning Slides.pptx" ]	pptx	v1	Domain	A recent incident caused my city to declare an emergency. I own a local business and am a resident; I need money for relief. How is the state of local emergency declared? Walk me through the process for Florida jurisdictions. My state declared the emergency a disaster. What does that mean? What's the purpose of the dec...	[ "States that the local governing body (Board of County Commissioners for counties) declares the state of local emergency under Florida Statute 252.38(3) and Lee County Ordinance 87-01", "Defines Florida Statute 252.38(3) as the state law that grants local governing bodies the authority to declare a state of local...	Government	NA	PowerPoint	[ 10, 7, 7, 8, 8, 7, 7, 7, 7, 5, 7, 9, 5, 7, 3, 5, 7, 7, 6, 4, 6, 4, 7, 7, 7, 5, 8, 8, 8, 8, 6, 5, 4, 5, 5, 5, 3, 4, 3, 5 ]
[ "02-20-25 Strategic Planning Slides.pptx" ]	pptx	v1	Domain	I am a resident of Florida and need debris removed from my business and my residence. What is the debris removal process for disaster response? Review prior response in the state of Florida and consider best practices incorporating cost recovery and debris removal time. What are the requirements to obtain debris remova...	[ "Describes the Public Right-of-Way debris removal process for mainland and bridge-connected areas by explaining that it requires easily accessible public right-of-way and follows the steps of set-out, monitored collection, debris management site, and final disposal", "Describes the Bridgeless Barrier Islands debr...	Government	NA	PowerPoint	[ 9, 9, 7, 9, 8, 8, 8, 8, 7, 7, 10, 9, 9, 10, 10, 10, 8, 3, 2, 7, 7, 7, 6, 6, 5, 4, 7, 3, 6, 6, 5, 3, 3, 6, 6, 6, 8, 8, 8, 4, 5, 4, 5, 5, 4, 5, 2, 3, 4 ]
[ "Agency-Strategic-Plan-for-Fiscal-Years-2026-2030.docx" ]	docx	v1	Domain	An allied nation in the Indo-Pacific region is currently heavily dependent on Chinese infrastructure investment, particularly in its telecommunications and port facilities. The country's leadership has expressed private concerns about this dependency but fears economic retaliation if it pivots too quickly toward Americ...	[ "Proposes providing viable alternatives to Chinese infrastructure investments before demanding divestment from Chinese partnerships", "Specifies that technology transfer or collaboration must keep critical components primarily in the United States, with partner nation providing complementary capabilities to avoid...	Government	NA	Word	[ 10, 7, 7, 10, 8, 8, 7, 9, 5, 5, 3, 5, 8, 6, 3, 8, 3, 7, 8, 8, 7, 9, 9, 9, 9, 9, 9, 8, 9, 6, 5, 5, 4, 6, 4, 5, 4 ]
[ "Agency-Strategic-Plan-for-Fiscal-Years-2026-2030.docx" ]	docx	v1	Domain	The State Department's Bureau of Western Hemisphere Affairs has been directed to implement the "Donroe Doctrine" and ensure that "at least 40% of our overall assistance budget in 2026" is spent in the Western Hemisphere and East Asia Regions (U.S. Department of State, 2026). However, a career Foreign Service Officer (F...	[ "Presents strategy as creating mutually beneficial economic ties rather than aid dependency", "Proposes a concrete assistance or financing component as part of the engagement package, such as financial support, loans, or technical assistance that enables the host country to transition away from Chinese port infra...	Government	NA	Word	[ 10, 9, 9, 9, 9, 10, 8, 7, 9, 8, 9, 9, 9, 8, 9, 8, 9, 9, 8, 5, 4, 8, 3, 3, 3, 8, 7, 5, 6, 4, 4, 7, 4 ]
[ "Agency-Strategic-Plan-for-Fiscal-Years-2026-2030.docx" ]	docx	v1	Domain	A senior advisor at the U.S. Mission to the UN has been tasked with implementing the Strategic Plan's directive that "we will no longer fund or support international organizations or conventions that act contrary to America's interests or that erode our sovereignty" or operate contrary to American interests, and that t...	[ "Proposes a tiered framework that differentiates between UN bodies and programs where the U.S. should reduce or withdraw funding versus those where increased engagement and funding is warranted to advance U.S. national interests", "Identifies explicit criteria or decision triggers that determine when a UN body sh...	Government	NA	Word	[ 10, 9, 9, 10, 6, 10, 10, 8, 9, 8, 10, 8, 8, 8, 10, 8, 9, 9, 8, 9, 9, 6, 6, 6, 6, 6, 7, 5, 3, 8, 8, 7, 7, 7, 6, 4, 5, 5 ]
[ "TDHCA-SampleStrategicPlan.xlsx" ]	xlsx	v1	Domain	A Community Action Agency in rural East Texas completed its Community Needs Assessment in early 2025, identifying employment services, affordable housing, and emergency financial assistance as the top three needs. The agency's board approved a five-year strategic plan (2025-2030) in June 2025 with goals addressing thes...	[ "States flexibility within the five-year planning structure.", "References Step 5 of the TDHCA Strategic Plan Guide as the framework for developing outcome-focused community goals.", "States the annual update requirement under O.S. 6.5", "Identifies the annual update process under O.S. 6.5 as the appropriate ...	Government	NA	Excel	[ 5, 7, 9, 9, 5, 5, 8, 8, 8, 8, 8, 8, 5, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 6, 7, 5, 4, 7, 7, 7, 8, 8, 8, 9, 8, 7, 6, 7, 6, 6, 5, 4, 6, 5, 6 ]
[ "TDHCA-SampleStrategicPlan.xlsx" ]	xlsx	v1	Domain	A Community Action Agency (CAA) is in the middle of Step 5 (Establish Goals) of its strategic planning process. The workgroup has developed draft goals with output and outcome measures for each. However, during review, significant disagreement has emerged about target-setting for a key employment outcome (90-day job re...	[ "States the ROMA framework requires a projected outcome indicator from Step Five's Logic Model for Planning and Evaluation.", "States the projections is based on the singular organization's capacity from ROMA checklist.", "States the workgroup should analyze why the agency currently achieves only 25% 90-day job...	Government	NA	Excel	[ 8, 8, 9, 9, 6, 5, 6, 8, 7, 8, 7, 7, 5, 8, 6, 8, 3, 3, 3, 2, 5, 5, 8, 5, 5, 6, 8, 7, 7, 4, 5, 6, 5, 4 ]
[ "TDHCA-SampleStrategicPlan.xlsx" ]	xlsx	v1	Domain	A CAA's strategic planning workgroup has completed Steps 1-4 and is beginning Step 5 (Write Goals), but is getting stuck on how to design a manageable set of goals that still meets overlapping requirements. They know they must include family, agency, and community goal types (O.S. 6.3), ensure the plan addresses povert...	[ "States that O.S. 6.2 requires the strategic plan to address reduction of poverty as a source for community-level objectives", "States that O.S. 6.2 requires the strategic plan to address revitalization of low-income communities as a source for community-level objectives.", "States that O.S. 6.2 requires the st...	Government	NA	Excel	[ 9, 9, 9, 9, 9, 9, 8, 8, 8, 5, 6, 6, 6, 7, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 5, 7, 6, 4, 3, 4, 8, 8, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 8, 7, 8, 7, 5, 5, 5 ]
[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]	pptx	v1	Domain	A fast-growing, private enterprise company is seeking to strengthen its governance model to scale alongside competitors while balancing shareholder interests. The company operates in a regulated environment, and its current governance framework focuses primarily on minimum charter-level compliance rather than strategic...	[ "States that both the CEO and the Board have fiduciary responsibility to act in the best interest of the company", "States that minority shareholders can still enforce legal methods to balance the heavy influence of the CEO.", "States that the company can expand the board members to balance influence on key dec...	Corporate Governance	NA	PowerPoint	[ 10, 8, 3, 6, 10, 6, 8, 8, 3, 3, 3, 10, 8, 6, 6, 10, 5, 5, 5, 5, 5, 7 ]
[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]	pptx	v1	Domain	A fast-growing, private enterprise company is seeking to strengthen its governance model to scale alongside competitors while ensuring balanced shareholder interests. The company operates in a regulated environment, and its current governance framework focuses primarily on minimum charter-level compliance rather than g...	[ "Evaluates a Board Member by checking whether they have held prior board or committee roles.", "Evaluates a Board Member by assessing their prior term.", "Evaluates a Board Member by considering their prior success in a comparable role.", "Evaluates a Board Member by assessing stakeholder trust in the board m...	Corporate Governance	NA	PowerPoint	[ 10, 10, 10, 10, 4, 4, 4, 3, 3, 3, 5, 3, 10, 5, 5, 3, 6, 6, 5, 3, 3, 3, 3, 7, 7, 3, 7, 3, 5, 3, 5, 10, 3, 6, 5, 6, 7, 3, 5, 4, 7, 4, 3 ]
[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]	pptx	v1	Domain	A fast-growing, private enterprise company is seeking to evolve its governance model beyond minimum charter-level compliance to support near-term growth and competitive advantage in a regulated environment. The current board consists of the CEO--who holds a majority ownership stake--and two private investor representat...	[ "States the first way to measure Corporate Governance is by governance alignment.", "States the second way to measure Corporate Governance is by governance trust.", "States the third way to measure Corporate Governance is by governance effectiveness.", "States that the three governance measurements (alignment...	Corporate Governance	NA	PowerPoint	[ 10, 10, 10, 7, 4, 3, 5, 4, 4, 3, 5, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 10, 3, 3, 2, 2, 10, 8, 8, 8, 5, 5, 5, 3, 3, 5, 3 ]
[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]	pptx	v1	Domain	To prepare for an IPO and ensure a successful SEC Form S-1 filing, Anton & Chia Insurance (Multi-National) Corporation must mature its governance and risk management framework to withstand continuous regulatory and shareholder scrutiny. The company has adopted a principles-based Lloyd's governance framework, with detai...	[ "States that the IA department should ensure that no audit staff should lead or participate in audits of areas where they have a conflict of interest", "States types of potential conflicts include having previously worked in the area.", "States types of potential conflicts include having a reporting relationshi...	Corporate Governance	NA	PowerPoint	[ 8, 3, 3, 3, 3, 5, 5, 5, 5, 4, 5, 5, 5, 7, 7, 7, 5, 7, 7, 7, 7, 4 ]
[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]	pptx	v1	Domain	To prepare for an IPO and ensure a successful SEC Form S-1 filing, Anton & Chia Insurance (Multi-National) Corporation must demonstrate a defensible, metrics-driven information security posture under a principles-based Lloyd's governance framework. The company faces unannounced, on-site regulatory review and must evide...	[ "States that the organization can establish the adequacy of information security by creating relevant metrics.", "States that relevant metrics include KRI's.", "States that relevant metrics include KPI's.", "States that audits over information security processes are part of establishing adequacy of informatio...	Corporate Governance	NA	PowerPoint	[ 7, 7, 7, 3, 3, 3, 3, 3, 3, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 3 ]
[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]	pptx	v1	Domain	To prepare for an IPO and withstand sustained regulatory scrutiny, Anton & Chia Insurance (Multi-National) Corporation is enhancing its governance and internal control framework under a principles-based Lloyd's compliance model. As part of this effort, senior management is implementing internal controls across all ente...	[ "States that management can delineate financial from non-financial activity based on whether the activity has a direct and current impact on cash flows", "States that Management can delineate between financial and non-financial activity by considering how the activity impacts the organization's financial statemen...	Corporate Governance	NA	PowerPoint	[ 8, 8, 8, 8, 8, 8, 2, 10, 10, 5, 5, 5, 5, 5, 5, 5, 10, 8, 3 ]
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"One of the largest processing conglomerates is implementing an advanced digital transformation strategy to improve its operational efficiency and secure an information advantage (Veronesi, 2021). The company has invested big on obtaining IoT sensors and Edge AI to drive a new predictive maintenance system for its old ...	[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that lack of integration between Information Technology (IT) systems and Operational Technology (OT) is a common challenge in advanced digital transformation initiatives.", "State that manufacturers measure ROI based on busi...	Manufacturing	NA	PowerPoint	[ 10, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"One of the industrial manufacturers is seeking to modernize its operations using a digital transformation program that will enhance efficiency and develop superior competitive advantages. This entails the deployment of new technologies, whether on the factory floor or in the boardroom. This has opened up surprise obst...	[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that \"information advantage\" is rooted in information and analytics fueling every business process.", "State that an underlying integration gap exists between systems.", "State that an integration gap exists between the ...	Manufacturing	NA	PowerPoint	[ 10, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"In the vision of 2028, a multinational manufacturing conglomerate intends to transition 80% of its global production capacity to an ""Industry 4.5"" operational scheme, which shall involve the usage of autonomous production cells, AI-based quality control, and blockchain-enabled supply chain traceability. The project ...	[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that siloed applications are a core barrier to effective transformation.", "State that lower-maturity plants can contribute data through standardized interfaces.", "State that a unified data platform provides a common foun...	Manufacturing	NA	PowerPoint	[ 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 9, 9, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 9, 8, 8, 8, 8, 8, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"A regional manufacturing group with six production facilities is piloting predictive maintenance and connected worker platforms as part of a broader shift toward outcome-based service models. However, inconsistent data structures between enterprise IT systems and plant-level OT environments have led to delays in integ...	[ "State that information advantage is defined as information and analytics fueling every business process and decision.", "Identify the source report as Digital Transformation in Manufacturing (2021).", "In Phase 3, state that integrated analytics platforms combine enterprise business data with OT data.", "In ...	Manufacturing	NA	PowerPoint	[ 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	Digitalization of the manufacturing industry is redefining the industry by bringing in new technologies and business models such as on demand production. Veronesi explains keyways in which digital transformation does enhance business operations of manufacturers, for example, by enabling real-time monitoring of producti...	[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that digital transformation places information at the center of business processes.", "State that digital transformation enables manufacturers to move from siloed, plant-level systems to real-time, interconnected operations....	Manufacturing	NA	PowerPoint	[ 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 10, 9, 9, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	How can manufacturers integrate ERP and OT data analytics for predictive maintenance while keeping systems secure and scalable? Do not ask clarification questions. Along with the uploaded documents, you can also use the following web resources: https://www.realvnc.com/en/blog/digital-transformation-in-manufacturing/ h...	[ "Identify the source report as Digital Transformation in Manufacturing (2021) by Veronesi.", "State that manufacturers can integrate ERP and OT analytics by treating information as the core business asset rather than as a by-product of systems.", "State that predictive maintenance is enabled when enterprise and...	Manufacturing	NA	PowerPoint	[ 10, 9, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 5, 5, 5, 9, 9, 9, 9, 8, 7, 7, 7, 7, 7, 7, 9, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	In a highly automated, multi-site manufacturing environment, how can integrating Enterprise Resource Planning (ERP) with Operational Technology (OT) be structured to maximize predictive maintenance accuracy and reduce unplanned downtime? Do not ask clarification questions. Along with the uploaded documents, you can al...	[ "Identify the source report as: Veronesi, L. (2021). Digital Transformation in Manufacturing.", "State that the source report identifies segregated IT/OT operating models.", "State that the source report identifies integrated IT/OT operating models.", "State that cybersecurity has direct business impact.", ...	Manufacturing	NA	PowerPoint	[ 10, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 9, 9, 9, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"It is considered that the use of digital transformation strategies in the manufacturing industry may be one of the goals to stay competitive and maintain success. Veronesi (2021) argues that the adoption of new technologies, namely, cloud computing, big data analytics, and AI, allows manufacturers to develop intellige...	[ "Identify the source report as: Veronesi, L. (2021). Digital transformation in manufacturing: Creating an intelligent, connected and secure information advantage.", "State that Veronesi (2021) argues that digital transformation in manufacturing is centered on achieving an intelligent information advantage.", "S...	Manufacturing	NA	PowerPoint	[ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"Digital shift occurring in the manufacturing space is resulting in rapid changes in the way organization's structure, protect and exploit information not just in terms of technological advances but also in core organizational operations (RealVNC, 2025). The harmonization of business and operations technology data ...	[ "Identify the source report as Veronesi, L. (2021). Digital Transformation in Manufacturing.", "State that digital transformation succeeds when modern technology is paired with modern governance.", "State that digital transformation provides opportunities to be competitive.", "State that digital transformatio...	Manufacturing	NA	PowerPoint	[ 10, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, ...
[ "Digital transformation in manufacturing.pptx" ]	pptx	v1	Domain	"A multinational manufacturer of industrial equipment operates eight production facilities throughout Europe, North America and Asia, at a separate stage of each digital maturity. Some plants are still dependent on manual maintenance logs, while others have upgraded only a portion of their facilities with industrial in...	[ "Identify the source report as: Veronesi (2021). Digital Transformation in Manufacturing: Creating an Intelligent, Connected and Secure Information Advantage.", "State that Veronesi (2021) frames digital transformation in manufacturing as the pursuit of an intelligent information advantage.", "State that Verone...	Manufacturing	NA	PowerPoint	[ 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 9, 9, ...
[ "IFRS in your Pocket 2024.pptx", "Effects of IFRS 16 on Key Financial Ratios A New Methodological Approach.docx", "IFRS 9 Financial Instruments.docx" ]	pptx,docx	v1	Domain	Deloitte (2024) in their report titled "IFRS in your pocket" provides that the main objective of IAS 12 is to prescribe the accounting treatment for income taxes. Provide the difference between current tax and deferred tax. What is the difference between Deferred Tax Assets (DTA) and Deferred Tax Liabilities (DTL)? Pro...	[ "Identify Deloitte (2024) \"IFRS in your pocket\" as the authoritative source.", "Identify IAS 12 as the standard governing accounting for income taxes.", "State that DTAs are recognized only to the extent that future taxable profit is probable.", "State that DTLs are recognized for all taxable temporary diff...	Accounting	NA	WP	[ 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 10, 10, 10, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7 ]

[ "8571.docx" ]

docx

v1

Domain

We are looking at acquiring a company in 2025 that will support our main revenue product line at Leggett & Platt. We are also looking to divest from one of our divisions in 2025. This information is to be included in our upcoming earnings report. Consider the following assumptions:\n\nM&A Target - 12/31/2024\n*$400M re...

[ "Calculates the Current Ratio as of 12/31/2024 to be 2.0.", "States the takeaway that the Company is in a strong liquidity position where it can successful pay off its short term obligations.", "Calculates the Cash Ratio as of 12/31/2024 to be 0.4.", "States the takeaway that the Company is in a weaker liquid...

Finance

NA

Word

[ 7.5, 2.5, 7.5, 2.5, 7.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]

[ "8573.docx", "8574.docx", "8575.docx", "8576.docx" ]

docx

v1

Domain

In preparation for the 3Q25 earnings call, the CEO of CSX is looking for some comparative analytics regarding utilization of their locomotive fleet versus peers. In particular, he is looking to know:\n 1. Using the company’s latest 2024 Annual Reports, approximately how many locomotives are available for CSX (use “frei...

[ "Identifies that CSX has 3,129 freight locomotives as of 12/31/24.", "States that for CSX, 67% of locomotives were in active service as of 12/31/24.", "Calculates the number of available CSX freight locomotives as 2,096.", "Identifies that NS has 3,101 Multipurpose locomotives as of 12/31/24.", "Calculates ...

Finance

NA

Word

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[ "8551.docx", "8552.docx", "8556.docx", "8557.docx" ]

docx

v1

Domain

The CFO of J&J wants a detailed summary of how the company is performing relative to its closest peer, Pfizer. The information will be used for an internal earnings deck, which provides critical information to prepare for the public earnings presentation. To accomplish this task, analyze and provide a summary of financ...

[ "Concludes that from 2023 to 2024, Pfizer's reported financial and operating results outperformed Johnson and Johnson (J&J).", "Provides a normalization bridge: clearly explains (at least directionally) how COVID swings and one-time items (e.g., Seagen acquisition, Paxlovid timing, 2023 write-offs) narrow the gap...

Finance

NA

Word

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[ "8558.docx" ]

docx

v1

Domain

Walmart is evaluating the acquisition of a regional grocery and pharmacy chain with about 80 stores. Analysts disagree on how to value the business and how to align its reporting with Walmart’s disclosures. The target disclosed revenues of ~$2.05B–$2.15B, so assume $2.1B as a base, growing at 6% annually. EBITDA margin...

[ "Identifies a 60% weight assigned to food retail comps.", "Identifies a 40% weight assigned to pharmacy comps.", "Calculates a weighted blended multiple of ~8.1x.", "Calculates Year 1 EBITDA of ~$178M.", "Calculates an implied EV from comps of approximately $1.4–$1.5B.", "Concludes the $1.3B purchase sits...

Finance

NA

Word

[ 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]

[ "8697.docx" ]

docx

v1

Domain

An earnings call deck is being prepared for Gap Inc. (GPS) for FY2025. The CFO has requested that the materials include a peer evaluation to benchmark Gap’s performance against the broader retail apparel industry. The peer group under consideration includes Abercrombie & Fitch Co (ANF), Urban Outfitters (URBN), and Ame...

[ "Identifies year-over-year % growth in revenue for GPS as 1.3% ", "Identifies a 260 bps year-over-year improvement in gross margin % for GPS", "Identifies a 110 bps reduction in year-over-year operating expenses margin % for GPS", "Identifies year-over-year % growth in EBIT for GPS of 98.6% is the highest gro...

Finance

NA

Word

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[ "8590.docx", "8591.pptx" ]

docx,pptx

v1

Domain

The Garmin CFO needs to prep for the FY24 earnings call regarding the annual performance of Garmin. For the purpose of this analysis, use publicly available data. Round all numbers to two decimal places wherever necessary.\n\n1. Analyze the financial performance. State FY24 and FY23 net sales, the absolute and percenta...

[ "States FY24 Net Sales were $6,296.90M.", "States FY23 Net Sales were $5,228.25M.", "Calculates the absolute increase in Net Sales as $1,068.65M", "Calculates the percentage increase in Net Sales as +20.44%", "States FY24 Fitness Net Sales were $1,774.48M.", "States FY23 Fitness Net Sales were $1,344.63M....

Finance

NA

WP

[ 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 2.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7...

[ "8564.docx", "8565.pptx", "8566.docx", "8567.pptx" ]

docx,pptx

v1

Domain

Help me prepare for the Lineage, Inc. 1Q25 earnings deck. Produce a variance analysis that explains same-warehouse performance year-over-year (1Q25 vs 1Q24) and quantifies rate and volume effects on earnings. Reconcile 1Q25 and 1Q24 revenue, expenses, and NOI to Total Warehouse and consolidated Adj. EBITDA, and end wit...

[ "Identifies the 1Q25 vs. 1Q24 year-over-year dollar change for Same Warehouse Total Revenue was ($38) million", "Identifies the 1Q25 vs. 1Q24 year-over-year percentage change for Same Warehouse Total Revenue was (4.2%)", "Identifies the 1Q25 vs. 1Q24 year-over-year dollar change for Same Warehouse Rent & Storag...

Finance

NA

WP

[ 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 2.5, 7.5, 7...

[ "8597.docx" ]

docx

v1

Domain

BlackRock has reported strong FY2024 results in its 10-K, with $18.0B in revenue, an operating margin of 43%, a net income of $7.5B, $9.8B in cash, $6.0B of debt, and a stated ROIC hurdle of 12% against an estimated WACC of 8%. The firm is evaluating the $12.0B acquisition of “Target Asset Manager,” a $2.0B revenue bus...

[ "Calculates the total weighted multiple as 12.4x.", "Calculates the target's Year 1 EBITDA as $700M.", "Calculates the Implied EV from comps as $8.68B.", "Concludes that compared to the $12B ask, comps suggest the target looks overpriced.", "Calculates Year 1 stand-alone NOPAT as $495M.", "Calculates Year...

Finance

NA

Word

[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5 ]

[ "8651.docx" ]

docx

v1

Domain

ABC Company is evaluating a potential acquisition of MRC Global Inc. (MRC). As part of the diligence process, the company is reviewing details regarding the financial risks and opportunities associated with the deal. Develop a financial model that can be used to test how certain assumptions affect valuation and expecte...

[ "States the baseline Revenue is $3.5B.", "States the baseline EBITDA is $300M.", "Calculates the baseline EBITDA margin is 8.6%.", "States the Corporate tax rate is 25%.", "States the WACC is 9%.", "States the terminal growth rate (g) is 2.5%.", "States the assumption for Net Working Capital is 1% of re...

Finance

NA

Word

[ 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 2.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 2.5, 7...

[ "8633.docx" ]

docx

v1

Domain

For Coca-Cola’s earnings call prep, the CFO requires a detailed analytical briefing that synthesizes both financial metrics and strategic implications.\n\nCore Financials (Quantitative): Extract consolidated FY2024 net operating revenues, operating income, and diluted EPS. Compare each against FY2023 in both absolute d...

[ "States FY2024 Net Operating Revenues were $47.1B.", "Calculates the percentage change in Net Operating Revenues as +2.9%.", "States FY2024 Operating Income was $10.0B.", "Calculates the percentage change in Operating Income as –11.2%.", "States FY2024 Diluted EPS was $2.46.", "Calculates the percentage c...

Finance

NA

Word

[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]

[ "8640.docx", "8641.docx", "8642.docx", "8643.docx", "8644.docx" ]

docx

v1

Domain

Analyze the valuation and financial performance of Johnson & Johnson (JNJ) relative to its broader peer set, which includes the following competitors: Pfizer (PFE), Merck (MRK), Medtronic (MDT), and Procter & Gamble (PG). The time period under consideration is from FY 2023 to FY 2024. The output will consist of two mai...

[ "States JNJ's 2024 P/E multiple is 24.4x.", "States the peer average 2024 P/E multiple is 21.6x.", "Since JNJ's 2024 P/E multiple of 24.4x is higher than the peer average 2024 P/E of 21.6x, conclude that JNJ is moderately overvalued relative to its peers.", "States JNJ's P/E declined by 15.3% on a YoY basis."...

Finance

NA

Word

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[ "8728.docx" ]

docx

v1

Domain

IQVIA recently reported FY2024 results. The company is evaluating the $6.0B acquisition of “HealthDataCo,” a provider of real-world evidence platforms. Assume the deal closes at the start of FY2025, funded 50% with cash and 50% with new debt. \n\nBase year is FY2024 (HealthDataCo, stand-alone): Revenue $1.5B, EBITDA m...

[ "States Base Year (2024) Revenue as $1,500M.", "Calculates Base Year (2024) EBITDA as $420M (range: $400M–$440M).", "Calculates Base Year (2024) Depreciation as $30M (range: $29M–$31M).", "Calculates Base Year (2024) EBIT as $390M (range: $370M–$410M).", "Calculates Base Year (2024) Tax @ 25.0% as $98M (ran...

Finance

NA

Word

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[ "8669.docx" ]

docx

v1

Domain

Starbuck's investor relations team needs to prepare key metrics for the Q3 2024 earnings call. Emphasis of the briefing call is on comparable store sales and ticket performance. Round all figures to 2 decimal places. \n\n 1. For North America, measure the Q3 2024 vs Q3 2023 comparable store sales decline against the co...

[ "Identifies North America Q3 2024 comparable store sales decline as -2% ", "Identifies North America Q3 2024 transaction volume decline as -6% ", "Identifies North America Q3 2024 average ticket increase as +3% ", "Identifies International Q3 2024 foreign exchange impact as -7% or -$105 million ", "Identifi...

Finance

NA

Word

[ 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]

[ "8740.docx", "8741.docx", "8742.docx" ]

docx

v1

Domain

The CEO of CSX is preparing commentary for the upcoming 3Q’2025 earnings call around its recently released 2025 proxy statement and wants to summarize the several highlights surrounding involvement of the board of directors, executive compensation, and shareholder engagement. Please provide the following:\n\n1) A table...

[ "States the percentage of shares outstanding contacted Before Annual Meeting in 2024 was 41.0%.", "States the percentage of shares outstanding contacted Before Annual Meeting in 2023 was 40.2%.", "Calculates the YoY Change in Bps for shares contacted Before Annual Meeting was 80bps (allow +/- 5bps).", "States...

Finance

NA

Word

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[ "8712.docx", "8717.pptx", "8719.docx" ]

docx,pptx

v1

Domain

Compare Johnson & Johnson's annualized financial performance from the first half of 2025 to its updated guidance for FY 2025, with a focus on the following measures: adjusted operational sales growth %, operational sales, reported sales, adjusted diluted EPS (operational) growth, and adjusted diluted EPS (reported) gro...

[ "Concludes Johnson & Johnson's financial performance for the first half of 2025 suggests the company is not on track to meet its current FY guidance.", "States the company's reported sales are set to underperform its respective ranges.", "States the company's operational sales are set to underperform its respec...

Finance

NA

WP

[ 7.5, 2.5, 2.5, 2.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 2.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5 ]

[ "Data Access Plan Template _final.docx" ]

docx

v1

Domain

A state energy office is designing the data access strategy for its IRA Section 50121 Home Efficiency Rebates program. Assume the state already has the policy authority and technical infrastructure to implement either an open-access model or an opt-out model for sharing utility usage data needed for program administrat...

[ "States that the state's decision should focus on data quality", "States that the state's decision should focus on public trust", "States that the state's decision should focus on long-term program stability", "States that open access provides the most data availability, resulting in the most complete and rel...

Energy

NA

Word

[ 8, 8, 8, 8, 8, 6, 6, 6, 5, 8, 8, 7, 7, 7, 7, 8, 6, 6, 6, 7, 8, 3, 3, 9, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 6, 5, 5 ]

[ "Data Access Plan Template _final.docx" ]

docx

v1

Domain

A state energy office is designing the multifamily data strategy for its IRA Section 50121 Home Efficiency Rebates program. The state needs whole-building or building-level energy data that can support savings verification and DOE reporting while protecting tenant privacy and avoiding burdensome collection of individua...

[ "States that the state should implement a phased approach to obtaining multifamily data", "States that the state should immediately use EPA Portfolio Manager for the buildings already connected", "States that using Portfolio Manager provides access to whole-building aggregated data", "States that for the buil...

Energy

NA

Word

[ 9, 9, 6, 9, 9, 6, 9, 6, 8, 8, 8, 6, 6, 4, 4, 9, 8, 8, 8, 8, 4, 4, 5, 3 ]

[ "Data Access Plan Template _final.docx" ]

docx

v1

Domain

A state energy office is launching its IRA Section 50121 Home Efficiency Rebates program and is trying to plan outreach in a low-density rural area. There is a large manufacturing plant nearby that is one of the biggest energy users in the state, and it already shares its data through an opt-in pathway. The state now w...

[ "States that geographically aggregated energy consumption data is typically used for pre-participation targeting and outreach", "States that in this scenario, geographically aggregated data may not be available or usable for residential outreach", "States that a single large manufacturing user in a low-density ...

Energy

NA

Word

[ 6, 8, 8, 5, 3, 3, 6, 8, 8, 8, 3, 9, 8, 8, 8, 8, 8, 8 ]

[ "ghgp_data_2023.xlsx" ]

xlsx

v1

Domain

You're advising an internal ESG analytics team that wants to treat facility-level GHGRP data (≈2011-2023) as the primary "system of record" for three forward-looking workflows: (i) building a baseline and projecting future emissions trends, (ii) setting and justifying multi-year reduction targets, and (iii) tracking pr...

[ "States that the GHGRP encourages transparency and improvements over time.", "States that the EPA's Greenhouse Gas Reporting Program (GHGRP) requires reporting of GHG data from large emissions sources and suppliers in the United States.", "States that the purpose of the GHGRP is to provide nationwide data on an...

Energy

NA

Excel

[ 2, 7, 6, 9, 9, 9, 9, 9, 8, 9, 8, 8, 5, 8, 9, 9, 8, 8, 3, 4, 3 ]

[ "ghgp_data_2023.xlsx" ]

xlsx

v1

Domain

A U.S.-based parent company is rolling up facility-level emissions data from EPA's Greenhouse Gas Reporting Program (GHGRP) across multiple subsidiaries to support an "integrated sustainability and climate strategy," including: (a) forecasting its emissions trajectory, (b) setting enterprise-wide emissions-reduction ta...

[ "States that the GHGRP encourages transparency and improvements over time.", "States that the EPA's Greenhouse Gas Reporting Program (GHGRP) requires reporting of GHG data from large emissions sources and suppliers in the United States.", "States that the purpose of the GHGRP is to provide nationwide data on an...

Energy

NA

Excel

[ 2, 7, 6, 8, 5, 8, 9, 9, 9, 9, 7, 9, 7, 6, 4 ]

[ "ghgp_data_2023.xlsx" ]

xlsx

v1

Domain

A company has built its multi-year Scope 1 inventory, trendline forecasting, and emissions-reduction target tracking on AR4 GWPs, but EPA's GHGRP rule revisions require updated GWPs to be incorporated into Reporting Year 2024 submissions (with EPA adopting AR5 GWPs broadly and AR6 GWPs for certain gases without AR5 che...

[ "States that Global Warming Potential (GWP) values provide a way to convert the global warming potential of various GHGs into carbon dioxide equivalent (CO2e).", "States that GWP values are typically calculated over a 100-year time horizon.", "States that new GWP values are periodically released based on the la...

Energy

NA

Excel

[ 6, 4, 5, 8, 7, 8, 8, 9, 8, 9, 7, 9, 8, 9, 8, 9, 7, 6, 8, 6, 7, 5, 4, 6 ]

[ "MCRA-April-2025.pptx" ]

pptx

v1

Domain

A healthcare technology organization operating under aggressive release cycles is attempting to recover from a failed security audit that revealed systemic issues, including overly permissive access models, inconsistent credential handling, and security practices that were largely disconnected from daily development wo...

[ "States that under MCRA, security must be continuously enforced rather than periodically reviewed", "References \"least privilege\" as necessary to correct overly permissive access models", "References design-oriented coordination as a guardrail approach to address the disconnect between security and developmen...

Information

NA

PowerPoint

[ 10, 7, 6, 6, 4, 3, 3, 6, 8, 8, 3, 6, 6, 6, 8, 8, 6, 5, 8, 3, 8, 3, 3, 3, 3, 6, 4, 3, 4, 2, 3, 2 ]

[ "MCRA-April-2025.pptx" ]

pptx

v1

Domain

A healthcare software company operating in a highly regulated environment is reassessing its security approach after an audit exposed systemic weaknesses, including unclear ownership of security responsibilities and inconsistent validation of critical systems. The organization develops rapidly, values autonomy across e...

[ "States that under MCRA, security responsibilities should be embedded within existing engineering and operations roles rather than isolated in a separate isolated function", "States that isolating security as a standalone function creates organizational weaknesses such as ambiguity in ownership, detachment from d...

Information

NA

PowerPoint

[ 10, 6, 8, 8, 8, 8, 10, 6, 6, 6, 6, 6, 6, 6, 6, 6, 8, 8, 6, 4, 4, 8, 8, 6, 6, 6, 4, 4, 6, 4 ]

[ "MCRA-April-2025.pptx" ]

pptx

v1

Domain

A small healthcare-tech company is rebuilding its security program after a failed audit uncovered widespread over-privilege and long-lived credentials that accumulated under a "fail-fast" culture. The company is modernizing around Microsoft's Cybersecurity Reference Architecture (MCRA) and a Zero Trust posture, but lea...

[ "States that, under MCRA, access governance must operate continuously rather than through periodic access reviews", "mentions periodic \"cleanup\" of permissions is insufficient to prevent privilege drift.", "States that privilege should be temporary, contextual, and identity-bound by default rather than perman...

Information

NA

PowerPoint

[ 10, 8, 6, 8, 8, 10, 8, 10, 8, 6, 8, 6, 6, 8, 6, 4, 4, 6, 5, 5, 4, 6, 4, 4 ]

[ "MCRA-April-2025.pptx" ]

pptx

v1

Domain

A healthcare software company rebuilding its security program after an audit failure adopts the Microsoft Cybersecurity Reference Architecture to modernize infrastructure, embed Zero Trust assumptions, and integrate security into high-velocity DevSecOps workflows. Leadership believes the program is now "in a good place...

[ "States that a sustainable posture requires security to be structurally baked in rather than relying on remembering to stay secure", "mentions a security posture cannot rely solely on one-time remediation or audit recovery efforts", "mentions that durability requires continuous adaptation to one of the followin...

Information

NA

PowerPoint

[ 10, 8, 8, 8, 6, 6, 8, 4, 4, 8, 4, 6, 8, 4, 6, 8, 6, 6, 4, 4, 4, 4, 10, 10, 6, 6, 4, 8, 4, 6 ]

[ "NIST.CSWP.29.docx" ]

docx

v1

Domain

An organization is adopting NIST CSF 2.0 as an outcome-based (non-prescriptive) way to justify detection coverage decisions across three sub-environments: (1) a segmented regulated enclave containing the organization's "crown jewels" with 24/7 SOCaaS monitoring, (2) a standard corporate environment, and (3) guest/BYOD ...

[ "States that monitoring coverage should extend to the corporate and BYOD environment where devices access organizational systems or data.", "Identifies blind spots created by only monitoring crown jewels", "Identifies need for BYOD policy to manage user consent", "States that monitoring coverage should extend...

Information

NA

Word

[ 10, 8, 7, 7, 4, 4, 6, 6, 8, 8, 6, 2, 2, 2, 4, 4, 4, 8, 8, 8, 10, 10, 8, 5, 7, 3, 5, 6 ]

[ "NIST.CSWP.29.docx" ]

docx

v1

Domain

An organization is adopting NIST CSF 2.0 to strengthen cybersecurity risk management across three sub-environments: (1) a secure, regulated enclave with strong controls and dedicated monitoring, (2) a standard corporate environment with uneven implementations and limited "hard" technical control evidence, and (3) a gue...

[ "States NIST CSF 2.0 does not mandate specific desired maturity level", "States NIST CSF 2.0 expects organizations to establish risk based current profile.", "States NIST CSF 2.0 expects organizations to establish risk based target profile.", "States that profiles (current and/or target) should be driven by b...

Information

NA

Word

[ 10, 8, 8, 6, 6, 6, 7, 8, 3, 5, 3, 3, 3, 4, 4, 4, 4, 5, 6, 5, 5, 5, 7, 7, 7, 7, 7, 6, 5, 7, 3, 5 ]

[ "NIST.CSWP.29.docx" ]

docx

v1

Domain

An organization is aligning its cybersecurity program to NIST CSF 2.0 outcomes across three sub-environments (a tightly controlled regulated enclave, a standard corporate environment, and a guest/BYOD collaboration layer). After a competitor breach and an internal near-miss, executives want a defensible, outcome-based ...

[ "States organizations must assess the authenticity of hardware", "States organizations must assess the authenticity of software", "States organizations must assess the integrity of hardware", "States organizations must assess the integrity of software", "States controls must extend to the cloud collaboratio...

Information

NA

Word

[ 9, 9, 9, 9, 8, 8, 5, 5, 5, 6, 6, 3, 7, 7, 4, 9, 4, 7, 4, 3, 6, 6, 4, 4, 5, 8, 8, 6, 7, 7, 7, 5, 5, 4, 7, 4, 4, 4, 5 ]

[ "NIST.CSWP.29.docx" ]

docx

v1

Domain

An organization is adopting NIST CSF 2.0 to mature its cybersecurity program across multiple sub-environments, including a tightly regulated enclave, a standard corporate environment, and a guest/BYOD access layer. While technical controls vary significantly across these environments, security engineers report that the...

[ "States governance is its own function", "States that cybersecurity governance is an organizational-wide responsibility, not solely an IT or security team concern", "Identifies direction setting as executive objective of governance", "Identifies risk tolerance definition as executive objective of governance",...

Information

NA

Word

[ 7, 10, 9, 9, 7, 8, 4, 6, 6, 6, 6, 6, 8, 10, 8, 6, 5, 7, 8 ]

[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]

xlsx

v1

Domain

A financial services company is migrating sensitive banking and identity workloads into AWS and is trying to level up both fraud detection and cloud security. After a major account takeover campaign, investigators realized key signals are scattered across different logging tools. Authentication events, device fingerpri...

[ "Identifies that the described problems violate AU-2b (the necessity to enhance and support auditable events) and AU-2c (the justification for why audited events are adequate).", "Recommends establishing a unified logging strategy guided by AU-2 (Event Logging) to address fragmented telemetry across platforms fol...

Information

NA

Excel

[ 9, 9, 8, 7, 8, 8, 7, 7, 8, 8, 7, 8, 7, 8, 9, 8, 7, 7, 8, 8, 7, 7, 6, 7, 7, 7, 6, 5, 6, 6, 5, 6, 6, 7, 6 ]

[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]

xlsx

v1

Domain

A financial services company is migrating sensitive banking and identity workloads into AWS and is trying to tighten up both fraud operations and cloud security. One problem keeps coming up in its cloud-hosted fraud detection platform: configuration drift. Storage settings, IAM policies, fraud model thresholds, and sec...

[ "States that managing configuration drift requires baselines to be established and continuously updated as changes occur in the environment.", "Recommends taking an inventory of all currently deployed infrastructure as the first step toward establishing configuration baselines.", "Recommends using AWS Config as...

Information

NA

Excel

[ 8, 8, 7, 7, 9, 7, 8, 8, 7, 9, 6, 7, 7, 8, 7, 7, 8, 7, 7, 8, 7, 7, 6, 7, 6, 6, 6, 5, 6, 6, 6, 6, 7, 7, 6 ]

[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]

xlsx

v1

Domain

After a failed audit, you discover the fraud org has years of "temporary" access that never got rolled back. Fraud analysts, automation pipelines, service accounts, and vendor tools now have broad access across customer identity data, case-management systems, transaction monitoring, and even internal detection logic. L...

[ "States that CP-2 (Contingency Planning) must establish recovery objectives tied to fraud detection uptime", "States that contingency plans must prioritize critical operations for restoration over non-critical ones", "Recommends that contingency planning involve all related teams to ensure comprehensive coverag...

Information

NA

Excel

[ 9, 8, 7, 7, 6, 6, 9, 7, 7, 9, 8, 6, 8, 8, 9, 7, 8, 7, 7, 8, 7, 8, 7, 7, 6, 7, 7, 6, 6, 9, 9, 8, 7, 9, 7, 7 ]

[ "NIST-800-53-Security-Controls-Mapping.xlsx" ]

xlsx

v1

Domain

A financial services organization is strengthening its cyber fraud intelligence and cloud security posture as it migrates sensitive banking and identity workloads into AWS. Recent fraud investigations revealed gaps in identity governance, logging integrity, configuration drift, ransomware resilience, and third-party ri...

[ "States that SR-3 requires formally assessing vendor security posture, fraud-relevant data handling, and exposure pathways", "States that SR-3 vendor assessments are intended to prevent suppliers from becoming an indirect fraud-enablement vector.", "Recommends researching a vendor's security history and practic...

Information

NA

Excel

[ 9, 8, 8, 7, 6, 6, 6, 9, 8, 8, 8, 7, 7, 7, 7, 6, 8, 7, 7, 7, 7, 7, 7, 8, 8, 6, 7, 6, 6, 6, 6, 9, 9, 7, 6, 5 ]

[ "shopping-cart-instructions.pptx" ]

pptx

v1

Domain

An end user submits one requisition with five requested lines under the same account and delivery address. During fulfillment review, you confirm four lines can be issued immediately from store inventory, while one line cannot be issued because on-hand quantity is insufficient and the item must be procured externally. ...

[ "Response addresses all three scenarios: partial fulfillment, missing item in catalog, and increased stockouts", "States that the requisition should be processed as a partial requisition, allowing fillable and unfillable lines to be managed independently while maintaining a single audit trail", "Addresses how t...

Wholesale/Retail Trade

NA

PowerPoint

[ 3, 7, 7, 5, 4, 9, 9, 6, 4, 5, 7, 7, 7, 5, 7, 7, 7, 9, 5, 5, 4, 6, 6, 4, 4, 4, 5, 7, 5, 6, 5, 5, 4, 5, 3, 3, 5, 3, 4 ]

[ "shopping-cart-instructions.pptx" ]

pptx

v1

Domain

Over the last several weeks, two patterns have emerged: Pattern 1 (replenishment failure): Emergency buys are increasing for supplies that are normally replenished through the routine reorder workflow. In the most recent reorder spreadsheet that was submitted, multiple high-usage items are not present at all, and seve...

[ "Response identifies that the discrepancies are caused by inventory being moved without being properly recorded in the system (e.g., bypassing formal requisition and delivery steps)", "Response states Items must be placed In Transit.", "Response states items must be delivered with a required badge scan or PIN f...

Wholesale/Retail Trade

NA

PowerPoint

[ 8, 5, 5, 4, 4, 5, 3, 6, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 6, 6, 6, 6, 6, 4, 5, 4, 5, 3 ]

[ "EDI 830 Supplier Packet Final.docx" ]

docx

v1

Domain

Kroger mandates a supplier-facing forecast feed that provides a rolling short-term view of expected demand. The supplier already forecasts internally, but after rollout the supplier begins experiencing symptoms that suggest misalignment between internal planning assumptions and Kroger's signal. Leadership wants to know...

[ "States clearly that Kroger forecast supplements and not replaces internal planning", "Explains that the Kroger forecast provides a more comprehensive forecast view by incorporating specific demand components such as retail price, seasonality, or display data at the item level", "Explains how the Kroger signal ...

Wholesale/Retail Trade

NA

Word

[ 10, 10, 9, 7, 9, 9, 8, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 9, 8, 8, 8, 9, 9, 10, 8, 8, 8, 8, 6, 6, 5, 8, 8, 8, 6, 7, 6, 8, 6, 6, 7, 7, 6, 7, 7, 5, 7, 5 ]

[ "EDI 830 Supplier Packet Final.docx" ]

docx

v1

Domain

Your company relies on an outsourced EDI portal and does not have an internal tech function. Forecasting is maintained outside the ERP. Kroger proposes that you begin consuming a forecast feed that will require partner setup, retailer approval to initiate, and internal ownership for ongoing use. What is the most approp...

[ "Proposes a kickoff plan that does not assume internal engineering capacity", "Specifies that Supplier Operations team will lead setup in the absence of an internal tech team in an organization", "Specifies that Supplier Operations initiates the request to begin the 830 setup process.", "Identifies the Kroger...

Wholesale/Retail Trade

NA

Word

[ 10, 9, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 8, 9, 9, 7, 8, 6, 7, 6, 6, 7, 7, 7, 7, 7, 7, 8, 10, 9, 8, 8, 8, 8, 9, 9, 7, 7, 7, 7, 6, 6, 9, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 7, 7, 7, 7 ]

[ "EDI 830 Supplier Packet Final.docx" ]

docx

v1

Domain

A supplier to Kroger has two compounding constraints: factory production is typically locked about three months after a PO is placed, but Kroger's demand signal only provides a 13-week view for local DCs and a 17-week view for a regional DC channel, meaning the signal arrives inside or right at the edge of the producti...

[ "Recognizes short shelf life constraints and sell through window", "Explains how Supplier Ops reviews the forecasts to identify demand spikes or gaps.", "Explains combining Kroger signal with long term internal plan", "Describes Sales partnering with Kroger to interpret promotions or changes", "Addresses ov...

Wholesale/Retail Trade

NA

Word

[ 10, 9, 10, 9, 9, 8, 9, 8, 10, 9, 8, 9, 7, 6, 6, 6, 8, 8, 9, 7, 6, 10, 6, 8, 8, 9, 9, 8, 6, 8, 9, 7, 8, 6, 4, 5, 5 ]

[ "Financial-Planning-Calculator_Final.xlsx" ]

xlsx

v1

Domain

"In a single quarter, three planning decisions collide: A forecasted sales decline is modeled in the workbook inputs while staffing is held constant due to schedule commitments. The business appears profitable in the summary, yet the detailed view shows thin margins and a cost structure that depends on consistently hig...

[ "Assesses whether the sales decline plan is viable given slim margins and a largely fixed cost structure that does not flex with reduced revenue.", "Challenges the assumption that one month above break-even is sufficient to demonstrate sustainable viability.", "Explains how maintaining constant staffing during ...

Wholesale/Retail Trade

NA

Excel

[ 10, 10, 9, 9, 10, 8, 8, 9, 9, 9, 9, 9, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 7, 10, 9, 7, 8, 7, 7, 6, 5, 7, 6, 6 ]

[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]

pptx

v1

Domain

It's Tuesday afternoon on Day 3 of camp build-out. The motor pool goes live at 0600 tomorrow, and logistics is insisting you have a functioning HAZMAT/HW setup tonight so maintenance can start on time. They want to put it 70-90 feet behind the DFAC because the pad is already gravel, it is easy for forklifts, and it is ...

[ "States that the downhill location creates a release pathway risk due to proximity to drainage.", "States that faded-label drums and containers must not be brought into the HAZMAT/HW facility.", "States that the HAZMAT/HW area must be separated from drainage pathways.", "States that siting the HAZMAT/HW area ...

Waste Management & Environmental Services

NA

PowerPoint

[ 10, 10, 10, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 6, 6, 7, 6, 5, 5, 5 ]

[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]

pptx

v1

Domain

The maintenance bay is running two shifts (0600-1800 plus a small evening crew), and for the last 10 days they've been generating waste every day. You are seeing aerosol cans, oily rags, spent absorbents, paint-related waste, and used petroleum products piling up in the HWAP corner. Right now the HWAP is sloppy and uns...

[ "States that new waste accumulation must be paused until the HWAP is stabilized.", "States that all open containers must be closed.", "States that responsibility for HWAP control rests with the waste generator function.", "States that labeling deficiencies on waste containers must be corrected.", "States th...

Waste Management & Environmental Services

NA

PowerPoint

[ 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 6, 8, 7, 6, 5, 7 ]

[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]

pptx

v1

Domain

You're doing a Friday walkthrough and the HWSA expanded fast after a surge of work orders. The site currently holds 12 x 55-gallon drums of flammable waste, 4 x 5-gallon jugs of corrosive waste, and two partially full containers staged "for consolidation later." All of it is in a single berm rated for 60 gallons. The f...

[ "States that secondary containment must be sized to 10% of total volume stored.", "States that secondary containment must be sized to 110% of the largest container.", "States that the applicable containment requirement is whichever value is greater (10% total volume or 110% largest container).", "States that ...

Waste Management & Environmental Services

NA

PowerPoint

[ 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 6, 6, 6, 5, 7, 5, 5 ]

[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]

pptx

v1

Domain

You get a near-miss report: during forklift movement, a jug tipped and leaked a small amount in the storage area. Nobody was hurt, but you find oxidizers stored next to other wastes and acids stored next to bases. Leadership wants a fix by COB today and wants something the storage team can follow without guessing. The ...

[ "States that a storage system must be implemented that prevents incompatible co-storage.", "States that acids must be physically separated from bases.", "States that oxidizers must be isolated from other waste streams.", "States that SDS access must be available at the storage location.", "Identifies that s...

Waste Management & Environmental Services

NA

PowerPoint

[ 10, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 7, 6, 6, 6, 5, 5, 6, 5, 6 ]

[ "3_-_HMHW_MGMT_2017_ver1.0.pptx" ]

pptx

v1

Domain

Your contractor slips pickup by two weeks. Logistics wants an internal convoy move to another staging area because the current storage location conflicts with an incoming equipment drop. During your walkdown, you see reused drums with old hazard labels still visible, one liquid container filled almost to the top with m...

[ "States that transport under current conditions must not be authorized.", "Identifies that use of an uncertified transport team is not acceptable for movement.", "States that transport requirements apply to internal convoy movements.", "States that qualified personnel and proper documentation are mandatory fo...

Waste Management & Environmental Services

NA

PowerPoint

[ 10, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 6, 5, 4, 8, 7, 4 ]

[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]

docx

v1

Domain

An RG2 lab autoclaves all solid biohazard waste on-site. A review shows that common autoclaved items are regularly contaminated with small amounts of organic solvents. This practice has never been formally reevaluated. List the steps you would take to reassess the waste stream, manage the risk immediately, and update t...

[ "States that risk assessment should govern waste management across collection, handling, storage, treatment, and disposal", "Re-characterize the waste stream due to solvent contamination.", "Formally re-runs the risk assessment and procedure review based on the re-characterized waste stream.", "States that th...

Waste Management & Environmental Services

NA

Word

[ 7, 9, 9, 7, 8, 10, 9, 9, 9, 8, 8, 7, 8, 7, 8, 7, 9, 8, 10, 7, 9, 9, 9, 6, 7, 7, 6, 8, 8, 8, 7, 5 ]

[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]

docx

v1

Domain

A research institution operating RG1-RG2 laboratories uses chemical disinfection followed by sanitary sewer disposal for certain liquid waste streams, consistent with its documented waste handling program. During an inspection, the local sewer authority questions whether the program adequately addresses downstream infr...

[ "States the issue is a regulatory/authority interface and downstream risk question.", "States this is not automatically a biosafety failure.", "States the facility demonstrates that waste handling complies with applicable external and local regulatory requirements.", "States the facility demonstrates that was...

Waste Management & Environmental Services

NA

Word

[ 9, 8, 9, 9, 9, 8, 9, 7, 7, 7, 7, 6, 9, 9, 8, 8, 6, 9, 8, 2, 2, 2, 2, 9, 9, 8, 8, 8, 8, 7, 6, 10, 9, 8, 6, 6, 8, 8, 8, 8, 8, 8, 6, 6, 7, 5 ]

[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]

docx

v1

Domain

"Waste volumes for regulated medical waste keep creeping up at a large research facility, but nothing about the actual RG1-RG2 work has increased. When you dig in, you find the pattern is happening at lab-adjacent disposal areas. Custodial staff are basically treating anything near a lab as biohazard because they do no...

[ "States the RMW increase is a control/clarity failure, not increased biological risk.", "Connects the fact that research activity hasn't increased to the conclusion that the RMW spike is systemic over-classification rather than a genuine increase in biohazard waste", "Identifies uncertainty at lab-adjacent disp...

Waste Management & Environmental Services

NA

Word

[ 9, 8, 8, 9, 7, 8, 8, 8, 8, 7, 10, 9, 9, 9, 8, 8, 8, 8, 7, 7, 9, 9, 8, 7, 7, 9, 7, 7, 6, 8, 6, 6, 6, 6, 6, 6, 7, 6, 7, 4 ]

[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]

docx

v1

Domain

You are updating the RG2 solid biohazard waste program because the autoclave is routinely oversubscribed. Untreated waste is sitting too long and staff are making inconsistent rerouting decisions depending on the lab or the shift. You need to draft the key program changes you would implement so this stops turning into ...

[ "States frequent autoclave capacity exceedance is a predictable program gap, not an \"operational inconvenience.\"", "States that routine capacity exceedance must be addressed at the program level, not left to individual staff decisions", "Quantifies the gap between waste generation and autoclave treatment capa...

Waste Management & Environmental Services

NA

Word

[ 9, 8, 10, 9, 9, 8, 8, 8, 9, 9, 8, 9, 8, 8, 9, 9, 9, 8, 9, 8, 8, 8, 8, 9, 9, 8, 6, 8, 8, 8, 8, 7, 8, 6, 6, 6, 8, 8, 8, 8, 8, 6, 8, 7, 6, 7, 7, 7 ]

[ "Waste-Handling-and-Disposal-Program-Plan-Template-SAND2022-1046-O.docx" ]

docx

v1

Domain

A facility discovers that during nights and weekends, biohazard waste generated in RG2 laboratories is sometimes left unsecured or improperly segregated because trained personnel are not present and responsibilities are unclear. While no exposure incidents have occurred, the practice deviates from the documented waste ...

[ "States to diagnose to problem by explaining the off-hours life cycle gap, not that there is a lack of incidents", "States the need to explicitly assign who is responsible at the end of the shift for ensuring waste is correctly segregated and secured", "States the need to define who is authorized to move waste ...

Waste Management & Environmental Services

NA

Word

[ 7, 6, 8, 8, 6, 7, 8, 10, 10, 10, 8, 10, 6, 7, 8, 7, 6, 10, 10, 7, 10, 8, 10, 8, 8, 6, 7, 6 ]

[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]

xlsx

v1

Domain

You've been asked to put together a waste characterization approach for a large institutional building (classrooms, offices, event space). The building has been pushing floor-level waste separation, but what you're seeing at the loading dock tells a different story. Most streams are getting combined into a few containe...

[ "States the needs to stop measuring based off intent and instead measure based on the waste leaving the building (quantifiable data)", "Explains that commingled wastes should be treated as one waste definition (trash) instead of separate trash, recycling and bulky items inside the facility as that is how the wast...

Waste Management & Environmental Services

NA

Excel

[ 10, 8, 6, 9, 10, 8, 10, 8, 5, 7, 9, 8, 6, 8, 8, 8, 9, 9, 9, 9, 10, 8, 10, 8, 7, 6, 5, 6, 5, 5 ]

[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]

xlsx

v1

Domain

A commercial office tenant occupies the majority of a multi-tenant property but shares all centralized dumpsters and compactors with other tenants. The tenant is required to report its waste generation and diversion performance for an external sustainability program, even though no tenant-specific measurement exists. ...

[ "Clear opening statement outlining answer that when dumpsters are shared tenant-level reporting is an allocation problem, not a measurement problem", "States the need to base waste estimate on defensible \"as-serviced\" totals", "States the importance of using service charged totals with actual tonnage used fro...

Waste Management & Environmental Services

NA

Excel

[ 6, 10, 10, 6, 8, 9, 8, 10, 8, 6, 9, 10, 10, 10, 10, 6, 5, 9, 9, 9, 9, 7, 9, 8, 8, 7, 6, 5, 7, 5 ]

[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]

xlsx

v1

Domain

Facilities has been confident that recycling is working in a municipal office building because the internal program looks solid. Good signage, staff engagement, and plenty of bins. Then the hauler's numbers come in and tell a very different story: trash is much higher than expected and recycling is lower. Now leadershi...

[ "States to handle the situations as an internal check of system, not point fingers of who is actually wrong (hauler or site)", "States to verify what the haulers numbers actually represent whether estimates or measured", "States actual scale weights as a basis of haulers numbers", "States service based estima...

Waste Management & Environmental Services

NA

Excel

[ 7, 10, 8, 8, 6, 10, 10, 8, 10, 8, 8, 8, 8, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 6, 7, 6 ]

[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]

xlsx

v1

Domain

A property management company oversees a portfolio of office and institutional buildings and uses service-based waste estimates to compare buildings and identify opportunities for improvement. Some buildings show large differences in waste generation that may be driven by occupancy patterns, compaction practices, or ha...

[ "States that service based waste data should be treated as a screening a prioritization tool", "States that estimates are valuable for identifying where to look, but large differences should be treated as signals to investigate, not automatic proof of poor behavior or failed programs", "States the need to norma...

Waste Management & Environmental Services

NA

Excel

[ 10, 10, 10, 10, 10, 10, 7, 10, 7, 10, 10, 10, 8, 8, 10, 9, 10, 8, 8, 10, 9, 9, 9, 9, 7, 6, 6, 7, 7, 5 ]

[ "ZWI-building-waste-calculator-tool-013119.xlsx" ]

xlsx

v1

Domain

The organization reports waste generation and diversion performance over time to demonstrate progress toward public zero-waste or diversion goals. Reported results fluctuate noticeably month to month, largely due to changes in occupancy, event activity, and hauling frequency, even when there have been no meaningful ope...

[ "States credible reporting is less about precision and more about consistency and transparency", "States occupancy, events and hauling frequency change month-to-month results regardless of day-to-day practices staying the same", "States the organizations goals should be to report data that separates what change...

Waste Management & Environmental Services

NA

Excel

[ 8, 9, 10, 10, 10, 9, 10, 10, 8, 8, 7, 10, 8, 7, 8, 7, 10, 10, 8, 8, 6, 5, 4, 4, 7, 5 ]

[ "Outcomes & Assessment.pptx" ]

pptx

v1

Domain

A public health nonprofit is running multiple peer support groups each week and needs to demonstrate participant outcomes such as increased connection, hope, motivation, recovery confidence and practical recovery tools. Over a six-month period, the program supports approximately 200 participants across all group sessio...

[ "Explains that pairing quantitative scale questions with open-ended qualitative prompts provides staff with actionable insights that quantitative scales alone would miss", "Defines what success looks like in the peer recovery setting by offering a concise definition attached to increased connection, recovery conf...

Educational Services

NA

PowerPoint

[ 4, 9, 1, 7, 6, 5, 6, 5, 3, 3, 5, 2, 7, 3, 3, 7, 4, 6, 7, 5, 6, 3, 3, 3, 3, 5, 3, 4, 5, 4, 3 ]

[ "Rubrics.docx" ]

docx

v1

Domain

The university is implementing a new policy requiring rubrics for all major graded assignments including final exams, capstone projects, research papers, and presentations worth 20% or more of the course grade. The Center for Excellence in Teaching prepared this comprehensive guide to support faculty during this transi...

[ "Identifies both strengths and weaknesses of the existing document, noting what it currently covers (e.g., rubric types, tradeoffs) and what practical guidance is missing", "Evaluates the document's existing guidance on rubric types and their tradeoffs, noting what it does well and where it falls short in helping...

Educational Services

NA

Word

[ 9, 7, 4, 3, 3, 5, 3, 8, 6, 3, 9, 9, 3, 2, 7, 5, 3, 2, 8, 1, 2, 4, 3, 3, 2, 5, 4, 3, 2, 6, 6, 4, 2, 3, 4, 2, 3, 1, 1, 1, 1, 1, 5, 4, 3, 4, 3, 4, 2 ]

[ "Rubrics.docx" ]

docx

v1

Domain

The university is implementing a new policy requiring rubrics for all major graded assignments (final exams, capstone projects, research papers, presentations) worth 20% or more of course grade. The Center for Excellence in Teaching prepared a comprehensive guide to support faculty during this transition. As Associate ...

[ "States that the current AI usage guidance for rubrics is inadequate for faculty who are novices with AI and LLM tools.", "Identifies at least one specific gap (e.g. does not explain how a teacher can ask an LLM to generate specific rubric types) in the current AI section that could lead to poor outcomes for facu...

Educational Services

NA

Word

[ 9, 7, 7, 3, 3, 3, 5, 3, 2, 4, 8, 5, 6, 7, 5, 3, 2, 2, 7, 7, 4, 4, 3, 5, 4 ]

[ "2020_qa_report_standard_4.xlsx" ]

xlsx

v1

Domain

You are a professor assigned to serve on a Curriculum and Learning Assessment Committee. You are tasked with reviewing your colleagues' assessments of the university's student learning outcomes for this year's courses. In order to improve the educational assessment process, please answer the following questions concern...

[ "States whether direct assessment methods are present, absent, or rare across the courses described.", "States whether indirect assessment methods are present, absent, or rare across the courses described.", "States whether formative assessment methods are present, absent, or rare across the courses described."...

Educational Services

NA

Excel

[ 6, 6, 6, 6, 6, 6, 6, 8, 5, 3, 2, 5, 2, 2, 2, 2, 2, 2, 4, 7, 5, 5, 4, 4, 3, 3, 3 ]

[ "2020_qa_report_standard_4.xlsx" ]

xlsx

v1

Domain

What concrete elements are missing from the analysis/action narrative such that the results cannot inform course changes, how should the goal be rewritten to be unambiguously measurable without grades, and what results layout would make term-to-term goal attainment and trend direction immediately visible? Do not use w...

[ "States that the analysis is missing explanations of why results occurred, rather than merely confirming whether the goal was met", "States that the analysis must include academic year factors influencing results.", "States that the analysis must include what was learned from the results.", "States that more ...

Educational Services

NA

Excel

[ 8, 6, 10, 9, 8, 8, 3, 3, 3, 3, 4, 7, 6, 8, 10, 6, 5, 8, 5, 6, 6, 4, 5 ]

[ "2020_qa_report_standard_4.xlsx" ]

xlsx

v1

Domain

Do the reported percentage results across terms provide enough evidence to support a trend claim about student learning outcomes, or do they risk over-interpreting limited data points? Given the expectation to include "graphs or tables of resulting trends (3-5 data points preferred)," do the materials meet that standa...

[ "States that the reported data points are not sufficient or particularly useful for understanding real trends", "States that the data points does not tell the whole story.", "States that results should include specific insights into areas where students struggled", "States that more final exam data is needed ...

Educational Services

NA

Excel

[ 9, 6, 8, 8, 7, 7, 3, 8, 7, 7, 3, 7, 7, 8, 8, 6, 6, 6, 6, 6, 6, 7, 3, 6, 7, 5, 6, 5 ]

[ "2020_qa_report_standard_4.xlsx" ]

xlsx

v1

Domain

Given that the current instruments are largely direct and internal, what comparative (e.g., between sections/instructors/modalities) or external measures would most improve validity, and what minimum accompanying reporting (e.g., N/cohort size, section/instructor, modality, prerequisite completion, rubric version) woul...

[ "States that the current methods of assessment (tied to the final exam) are appropriate for the stated goal", "States that the targets lack justification", "States that it is unclear whether the targets are attainable", "States that more historical date is needed to justify targets.", "States that data from...

Educational Services

NA

Excel

[ 6, 4, 4, 4, 8, 8, 7, 10, 9, 7, 6, 6, 6, 6, 8, 7, 6, 2, 2, 2, 2, 5, 10, 10, 5, 7, 5, 4, 5 ]

[ "2020_qa_report_standard_4.xlsx" ]

xlsx

v1

Domain

Why is framing an expected learning outcome as "≥85% of students will score ≥75% on the final exam" problematic given the guidance to avoid using grades, what evidence about specific competencies is lost when outcomes are reduced to score thresholds, and how could two course-aligned outcomes be rewritten as observable,...

[ "States that the outcome \"≥85% score ≥75%\" is invalid because grades cannot be used as an accurate measurement instrument.", "States that grade thresholds do not measure student competencies.", "States that knowing how many students earned a passing grade does not indicate whether students demonstrated target...

Educational Services

NA

Excel

[ 10, 9, 7, 8, 7, 7, 6, 9, 8, 6, 7, 8, 7, 9, 3, 7, 7, 6, 4, 8, 5, 4 ]

[ "procedures-and-pocus.pptx" ]

pptx

v1

Domain

Laceration repairs across multiple sites: A community hospital emergency department is implementing a new documentation improvement initiative after discovering significant revenue loss in their wound repair billing. During a recent audit, the compliance team identified that physicians are frequently documenting lacera...

[ "States that laceration repair is a high-frequency emergency department procedure", "States that laceration repair procedures are subject to elevated audit scrutiny", "States that variable complexity classification contributes to increased audit scrutiny for laceration repair services", "States that documenta...

Healthcare & Social Assistance

NA

PowerPoint

[ 9, 9, 9, 9, 9, 9, 8, 9, 8, 8, 8, 8, 8, 7, 7, 7, 8, 8, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 9, 9, 6, 6, 6, 8, 8, 7, 8, 7, 6, 6 ]

[ "procedures-and-pocus.pptx" ]

pptx

v1

Domain

Incision and Drainage of Abscesses: An emergency physician evaluates a patient with a large, painful gluteal abscess measuring approximately 6 cm. Bedside ultrasound is used to confirm the presence of a fluid collection prior to incision. The physician performs an incision and drainage, breaks down loculations, irrigat...

[ "States that I&D coding is determined by the procedural work performed", "States that abscess size alone does not determine I&D complexity for reporting purposes", "States that abscess location alone does not determine I&D complexity for reporting purposes", "States that coding decisions must be supported by ...

Healthcare & Social Assistance

NA

PowerPoint

[ 9, 9, 9, 9, 8, 8, 7, 7, 7, 7, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 6, 5 ]

[ "procedures-and-pocus.pptx" ]

pptx

v1

Domain

Fracture and Dislocation Care: Case Scenario 1-An emergency physician evaluates a patient with a displaced distal fibula fracture. During the visit, the physician applies traction to improve alignment before placing a splint. Post-splint imaging shows improved positioning, but no formal reduction note is documented. D...

[ "States that fracture care with manipulation requires explicit documentation of intentional fracture reduction", "States that fracture manipulation is determined by intentional reduction of the fracture rather than limb positioning for immobilization", "States required documentation describing the specific redu...

Healthcare & Social Assistance

NA

PowerPoint

[ 9, 8, 8, 8, 8, 8, 8, 8, 7, 6, 9, 9, 9, 9, 9, 8, 8, 8, 6, 8, 6, 8, 8, 7, 8, 7, 5 ]

[ "procedures-and-pocus.pptx" ]

pptx

v1

Domain

Procedural Sedation Time During a painful orthopedic reduction, an emergency physician administers procedural sedation. The physician documents continuous bedside monitoring for 18 minutes, including airway assessment, vital sign monitoring, and patient response to medication. Nursing staff also document overlapping mo...

[ "States that procedural sedation is billed using time-based CPT codes", "Requires direct, continuous, face-to-face physician monitoring to support procedural sedation billing", "States that a minimum of 16 minutes of qualifying physician intraservice time is required to report the initial procedural sedation co...

Healthcare & Social Assistance

NA

PowerPoint

[ 9, 9, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 6, 10, 9, 8, 8, 8, 9, 9, 7, 10, 6, 7, 6 ]

[ "procedures-and-pocus.pptx" ]

pptx

v1

Domain

POCUS Performed for Clinical Decision An emergency physician evaluates a patient presenting with shortness of breath and hypotension. As part of the initial assessment, the physician performs a focused bedside cardiac ultrasound to evaluate for pericardial effusion and gross cardiac activity. The findings are documente...

[ "States that point-of-care ultrasound may be reported separately when performed to answer a specific clinical question", "Requires documentation that ultrasound findings directly influenced clinical decision making to support diagnostic reporting", "States that ultrasound used to evaluate potentially life-threa...

Healthcare & Social Assistance

NA

PowerPoint

[ 7, 8, 9, 7, 5, 10, 8, 7, 7, 6, 6, 10, 10, 10, 10, 10, 8, 8, 5, 7, 7, 4, 6, 6 ]

[ "19-6-CPT-Code-FAQ-03.28.2023.docx" ]

docx

v1

Domain

An independent outpatient mental health provider is contracting with the Alamda County Department of Health to deliver services to Medi-Cal patients as part of a new program. They're in the process of transitioning over to SmartCare and need to comply with the new billing system as part of the contract. The provider of...

[ "States that InSyst procedure codes were discontinued July 1, 2023.", "States that services must be billed using CPT or HCPCS codes after July 1, 2023.", "States that the use of CPT and HCPCS codes will depend on the type of service rendered.", "States that the use of CPT and HCPCS codes will depend on the qu...

Healthcare & Social Assistance

NA

Word

[ 9, 10, 10, 10, 9, 10, 9, 9, 8, 9, 8, 10, 10, 9, 8, 8, 10, 10, 10, 9, 8, 8, 8, 7, 8, 8, 9, 6, 7, 7 ]

[ "19-6-CPT-Code-FAQ-03.28.2023.docx" ]

docx

v1

Domain

A large behavioral health organization has expanded its services significantly over the past year and now employs psychiatrists, nurses, licensed therapists and social workers, while also working with a network of peer counselors and clinical trainees. It services a large number of Medi-Cal patients and wants to make s...

[ "States that services may be billed when the patient is not present only when the selected code allows collateral or support person involvement", "States that 90791 must not be billed for family only or support person only encounters.", "States that H0031 must not be billed for family only or support person onl...

Healthcare & Social Assistance

NA

Word

[ 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 10, 10, 10, 9, 9, 9, 8, 8, 8, 8, 9, 10, 8, 9 ]

[ "19-6-CPT-Code-FAQ-03.28.2023.docx" ]

docx

v1

Domain

An outpatient mental health provider audits it finances and want to know why it's seen an increase in claim denials year over year. One avenue it wants to look at is coding and whether they have been billing correctly. They've also significantly expanded telehealth services in that time period. Their questions are: Whi...

[ "States that telehealth services may be billed only when the CPT or HCPCS code is authorized for telehealth delivery.", "States that the claim must accurately reflect whether the service was delivered via audio-only or audio-video.", "States that the claim must accurately reflect the patient's location (e.g., w...

Healthcare & Social Assistance

NA

Word

[ 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 8, 8, 9, 9, 9, 9, 7, 5, 6, 8 ]

[ "cpt-pcm-nhsn.xlsx" ]

xlsx

v1

Domain

A vascular surgeon performs an open repair of an infrarenal abdominal aortic aneurysm after a failed EVAR. The operative note states that the repair required an aorto-bi-iliac prosthesis, but the OR record lists 34830 instead of 34831. Using the CPT Operative Procedure Code Mappings, determine which code is correct, ex...

[ "States that the correct CPT code for this procedure is 34831.", "States that 34831 is correct because the operative report documents an aorta-bi-iliac prosthetic graft.", "States that 34830 is incorrect because it applies to a tube graft configuration only.", "States that the prosthesis/graft type is what di...

Healthcare & Social Assistance

NA

Excel

[ 10, 10, 10, 10, 9, 10, 5, 7 ]

[ "cpt-pcm-nhsn.xlsx" ]

xlsx

v1

Domain

The patient was brought to the OR for a planned mastectomy under anesthesia. During abdominal exploration for unrelated RUQ pain, a firm hepatic lesion was identified. The hepatobiliary surgeon was called in to the OR and decided upon performing an open partial hepatectomy. The breast surgeon then proceeded with a righ...

[ "States that two distinct operative procedures were performed during the same anesthesia event.", "States that the CPT code for the open partial hepatectomy is 47120.", "States that the NHSN operative procedure category for the open partial hepatectomy is BILI (Biliary, Tract, Liver, Pancreas).", "States that...

Healthcare & Social Assistance

NA

Excel

[ 9, 10, 10, 10, 10, 9, 9, 9, 9, 9 ]

[ "cpt-pcm-nhsn.xlsx" ]

xlsx

v1

Domain

Pre-operative diagnoses: 1. Medically refractory temporal lobe epilepsy 2. Right frontal intracranial lesion of uncertain etiology The patient was brought to the operating room for surgical management of longstanding, medication-resistant epilepsy. A right-sided cranial exposure was created, and intraoperative neur...

[ "States that two separate CPT codes from the CRAN section apply to the described surgical scenario", "States that CPT code 61538 defines a craniotomy with excision of the epileptogenic cortex.", "States that CPT code 61538 describes a temporal lobectomy procedure.", "States that CPT code 61538 represents the ...

Healthcare & Social Assistance

NA

Excel

[ 4, 10, 10, 9, 10, 5, 10, 10, 9, 9, 6, 8, 8, 7, 5, 7, 6 ]

[ "cpt-pcm-nhsn.xlsx" ]

xlsx

v1

Domain

A 64-year-old patient undergoes an operative session involving two distinct procedures performed during the same anesthesia event: 1. A posterior lumbar decompression with excision of hypertrophic ligament and partial facetectomy for severe lumbar stenosis. 2. A resection of a segment of the small intestine due to i...

[ "States that Procedure 1-Posterior Lumbar Decompression is classified under the NHSN procedure category LAM.", "States that the LAM acronym stands for Laminectomy in the NHSN classification system", "States that Procedure 1 involves the spinal column anatomical system.", "States that Procedure 1 involves vert...

Healthcare & Social Assistance

NA

Excel

[ 9, 9, 9, 9, 9, 8, 9, 9, 9, 9, 8, 8, 8, 8, 9, 9, 5 ]

[ "cpt-pcm-nhsn.xlsx" ]

xlsx

v1

Domain

Pre-operative diagnoses: 1. Traumatic crush injury to left lower leg with non-salvageable tibia and fibula 2. Traumatic partial amputation of right hand involving distal metacarpals Procedure Report: The patient was emergently transported to the operating room following a high-impact industrial accident. On arrival, ...

[ "States that Procedure 1 involves a left lower leg amputation performed through the tibia and fibula.", "States that the CPT code assigned to Procedure 1 is 27880.", "States that CPT code 27880 description is amputation of the leg through the tibia and fibula.", "States that Procedure 1 is classified under th...

Healthcare & Social Assistance

NA

Excel

[ 10, 10, 10, 10, 5, 9, 9, 9, 4, 10, 10, 10, 9, 9, 8, 8, 9, 9, 9, 9, 9, 9, 8, 8, 7 ]

[ "02-20-25 Strategic Planning Slides.pptx" ]

pptx

v1

Domain

A recent incident caused my city to declare an emergency. I own a local business and am a resident; I need money for relief. How is the state of local emergency declared? Walk me through the process for Florida jurisdictions. My state declared the emergency a disaster. What does that mean? What's the purpose of the dec...

[ "States that the local governing body (Board of County Commissioners for counties) declares the state of local emergency under Florida Statute 252.38(3) and Lee County Ordinance 87-01", "Defines Florida Statute 252.38(3) as the state law that grants local governing bodies the authority to declare a state of local...

Government

NA

PowerPoint

[ 10, 7, 7, 8, 8, 7, 7, 7, 7, 5, 7, 9, 5, 7, 3, 5, 7, 7, 6, 4, 6, 4, 7, 7, 7, 5, 8, 8, 8, 8, 6, 5, 4, 5, 5, 5, 3, 4, 3, 5 ]

[ "02-20-25 Strategic Planning Slides.pptx" ]

pptx

v1

Domain

I am a resident of Florida and need debris removed from my business and my residence. What is the debris removal process for disaster response? Review prior response in the state of Florida and consider best practices incorporating cost recovery and debris removal time. What are the requirements to obtain debris remova...

[ "Describes the Public Right-of-Way debris removal process for mainland and bridge-connected areas by explaining that it requires easily accessible public right-of-way and follows the steps of set-out, monitored collection, debris management site, and final disposal", "Describes the Bridgeless Barrier Islands debr...

Government

NA

PowerPoint

[ 9, 9, 7, 9, 8, 8, 8, 8, 7, 7, 10, 9, 9, 10, 10, 10, 8, 3, 2, 7, 7, 7, 6, 6, 5, 4, 7, 3, 6, 6, 5, 3, 3, 6, 6, 6, 8, 8, 8, 4, 5, 4, 5, 5, 4, 5, 2, 3, 4 ]

[ "Agency-Strategic-Plan-for-Fiscal-Years-2026-2030.docx" ]

docx

v1

Domain

An allied nation in the Indo-Pacific region is currently heavily dependent on Chinese infrastructure investment, particularly in its telecommunications and port facilities. The country's leadership has expressed private concerns about this dependency but fears economic retaliation if it pivots too quickly toward Americ...

[ "Proposes providing viable alternatives to Chinese infrastructure investments before demanding divestment from Chinese partnerships", "Specifies that technology transfer or collaboration must keep critical components primarily in the United States, with partner nation providing complementary capabilities to avoid...

Government

NA

Word

[ 10, 7, 7, 10, 8, 8, 7, 9, 5, 5, 3, 5, 8, 6, 3, 8, 3, 7, 8, 8, 7, 9, 9, 9, 9, 9, 9, 8, 9, 6, 5, 5, 4, 6, 4, 5, 4 ]

[ "Agency-Strategic-Plan-for-Fiscal-Years-2026-2030.docx" ]

docx

v1

Domain

The State Department's Bureau of Western Hemisphere Affairs has been directed to implement the "Donroe Doctrine" and ensure that "at least 40% of our overall assistance budget in 2026" is spent in the Western Hemisphere and East Asia Regions (U.S. Department of State, 2026). However, a career Foreign Service Officer (F...

[ "Presents strategy as creating mutually beneficial economic ties rather than aid dependency", "Proposes a concrete assistance or financing component as part of the engagement package, such as financial support, loans, or technical assistance that enables the host country to transition away from Chinese port infra...

Government

NA

Word

[ 10, 9, 9, 9, 9, 10, 8, 7, 9, 8, 9, 9, 9, 8, 9, 8, 9, 9, 8, 5, 4, 8, 3, 3, 3, 8, 7, 5, 6, 4, 4, 7, 4 ]

[ "Agency-Strategic-Plan-for-Fiscal-Years-2026-2030.docx" ]

docx

v1

Domain

A senior advisor at the U.S. Mission to the UN has been tasked with implementing the Strategic Plan's directive that "we will no longer fund or support international organizations or conventions that act contrary to America's interests or that erode our sovereignty" or operate contrary to American interests, and that t...

[ "Proposes a tiered framework that differentiates between UN bodies and programs where the U.S. should reduce or withdraw funding versus those where increased engagement and funding is warranted to advance U.S. national interests", "Identifies explicit criteria or decision triggers that determine when a UN body sh...

Government

NA

Word

[ 10, 9, 9, 10, 6, 10, 10, 8, 9, 8, 10, 8, 8, 8, 10, 8, 9, 9, 8, 9, 9, 6, 6, 6, 6, 6, 7, 5, 3, 8, 8, 7, 7, 7, 6, 4, 5, 5 ]

[ "TDHCA-SampleStrategicPlan.xlsx" ]

xlsx

v1

Domain

A Community Action Agency in rural East Texas completed its Community Needs Assessment in early 2025, identifying employment services, affordable housing, and emergency financial assistance as the top three needs. The agency's board approved a five-year strategic plan (2025-2030) in June 2025 with goals addressing thes...

[ "States flexibility within the five-year planning structure.", "References Step 5 of the TDHCA Strategic Plan Guide as the framework for developing outcome-focused community goals.", "States the annual update requirement under O.S. 6.5", "Identifies the annual update process under O.S. 6.5 as the appropriate ...

Government

NA

Excel

[ 5, 7, 9, 9, 5, 5, 8, 8, 8, 8, 8, 8, 5, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 6, 7, 5, 4, 7, 7, 7, 8, 8, 8, 9, 8, 7, 6, 7, 6, 6, 5, 4, 6, 5, 6 ]

[ "TDHCA-SampleStrategicPlan.xlsx" ]

xlsx

v1

Domain

A Community Action Agency (CAA) is in the middle of Step 5 (Establish Goals) of its strategic planning process. The workgroup has developed draft goals with output and outcome measures for each. However, during review, significant disagreement has emerged about target-setting for a key employment outcome (90-day job re...

[ "States the ROMA framework requires a projected outcome indicator from Step Five's Logic Model for Planning and Evaluation.", "States the projections is based on the singular organization's capacity from ROMA checklist.", "States the workgroup should analyze why the agency currently achieves only 25% 90-day job...

Government

NA

Excel

[ 8, 8, 9, 9, 6, 5, 6, 8, 7, 8, 7, 7, 5, 8, 6, 8, 3, 3, 3, 2, 5, 5, 8, 5, 5, 6, 8, 7, 7, 4, 5, 6, 5, 4 ]

[ "TDHCA-SampleStrategicPlan.xlsx" ]

xlsx

v1

Domain

A CAA's strategic planning workgroup has completed Steps 1-4 and is beginning Step 5 (Write Goals), but is getting stuck on how to design a manageable set of goals that still meets overlapping requirements. They know they must include family, agency, and community goal types (O.S. 6.3), ensure the plan addresses povert...

[ "States that O.S. 6.2 requires the strategic plan to address reduction of poverty as a source for community-level objectives", "States that O.S. 6.2 requires the strategic plan to address revitalization of low-income communities as a source for community-level objectives.", "States that O.S. 6.2 requires the st...

Government

NA

Excel

[ 9, 9, 9, 9, 9, 9, 8, 8, 8, 5, 6, 6, 6, 7, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 5, 7, 6, 4, 3, 4, 8, 8, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 8, 7, 8, 7, 5, 5, 5 ]

[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]

pptx

v1

Domain

A fast-growing, private enterprise company is seeking to strengthen its governance model to scale alongside competitors while balancing shareholder interests. The company operates in a regulated environment, and its current governance framework focuses primarily on minimum charter-level compliance rather than strategic...

[ "States that both the CEO and the Board have fiduciary responsibility to act in the best interest of the company", "States that minority shareholders can still enforce legal methods to balance the heavy influence of the CEO.", "States that the company can expand the board members to balance influence on key dec...

Corporate Governance

NA

PowerPoint

[ 10, 8, 3, 6, 10, 6, 8, 8, 3, 3, 3, 10, 8, 6, 6, 10, 5, 5, 5, 5, 5, 7 ]

[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]

pptx

v1

Domain

A fast-growing, private enterprise company is seeking to strengthen its governance model to scale alongside competitors while ensuring balanced shareholder interests. The company operates in a regulated environment, and its current governance framework focuses primarily on minimum charter-level compliance rather than g...

[ "Evaluates a Board Member by checking whether they have held prior board or committee roles.", "Evaluates a Board Member by assessing their prior term.", "Evaluates a Board Member by considering their prior success in a comparable role.", "Evaluates a Board Member by assessing stakeholder trust in the board m...

Corporate Governance

NA

PowerPoint

[ 10, 10, 10, 10, 4, 4, 4, 3, 3, 3, 5, 3, 10, 5, 5, 3, 6, 6, 5, 3, 3, 3, 3, 7, 7, 3, 7, 3, 5, 3, 5, 10, 3, 6, 5, 6, 7, 3, 5, 4, 7, 4, 3 ]

[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]

pptx

v1

Domain

A fast-growing, private enterprise company is seeking to evolve its governance model beyond minimum charter-level compliance to support near-term growth and competitive advantage in a regulated environment. The current board consists of the CEO--who holds a majority ownership stake--and two private investor representat...

[ "States the first way to measure Corporate Governance is by governance alignment.", "States the second way to measure Corporate Governance is by governance trust.", "States the third way to measure Corporate Governance is by governance effectiveness.", "States that the three governance measurements (alignment...

Corporate Governance

NA

PowerPoint

[ 10, 10, 10, 7, 4, 3, 5, 4, 4, 3, 5, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 10, 3, 3, 2, 2, 10, 8, 8, 8, 5, 5, 5, 3, 3, 5, 3 ]

[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]

pptx

v1

Domain

To prepare for an IPO and ensure a successful SEC Form S-1 filing, Anton & Chia Insurance (Multi-National) Corporation must mature its governance and risk management framework to withstand continuous regulatory and shareholder scrutiny. The company has adopted a principles-based Lloyd's governance framework, with detai...

[ "States that the IA department should ensure that no audit staff should lead or participate in audits of areas where they have a conflict of interest", "States types of potential conflicts include having previously worked in the area.", "States types of potential conflicts include having a reporting relationshi...

Corporate Governance

NA

PowerPoint

[ 8, 3, 3, 3, 3, 5, 5, 5, 5, 4, 5, 5, 5, 7, 7, 7, 5, 7, 7, 7, 7, 4 ]

[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]

pptx

v1

Domain

To prepare for an IPO and ensure a successful SEC Form S-1 filing, Anton & Chia Insurance (Multi-National) Corporation must demonstrate a defensible, metrics-driven information security posture under a principles-based Lloyd's governance framework. The company faces unannounced, on-site regulatory review and must evide...

[ "States that the organization can establish the adequacy of information security by creating relevant metrics.", "States that relevant metrics include KRI's.", "States that relevant metrics include KPI's.", "States that audits over information security processes are part of establishing adequacy of informatio...

Corporate Governance

NA

PowerPoint

[ 7, 7, 7, 3, 3, 3, 3, 3, 3, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 3 ]

[ "Brad-Oates-Slides-20th-March-2024.pptx-1.pptx" ]

pptx

v1

Domain

To prepare for an IPO and withstand sustained regulatory scrutiny, Anton & Chia Insurance (Multi-National) Corporation is enhancing its governance and internal control framework under a principles-based Lloyd's compliance model. As part of this effort, senior management is implementing internal controls across all ente...

[ "States that management can delineate financial from non-financial activity based on whether the activity has a direct and current impact on cash flows", "States that Management can delineate between financial and non-financial activity by considering how the activity impacts the organization's financial statemen...

Corporate Governance

NA

PowerPoint

[ 8, 8, 8, 8, 8, 8, 2, 10, 10, 5, 5, 5, 5, 5, 5, 5, 10, 8, 3 ]

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"One of the largest processing conglomerates is implementing an advanced digital transformation strategy to improve its operational efficiency and secure an information advantage (Veronesi, 2021). The company has invested big on obtaining IoT sensors and Edge AI to drive a new predictive maintenance system for its old ...

[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that lack of integration between Information Technology (IT) systems and Operational Technology (OT) is a common challenge in advanced digital transformation initiatives.", "State that manufacturers measure ROI based on busi...

Manufacturing

NA

PowerPoint

[ 10, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"One of the industrial manufacturers is seeking to modernize its operations using a digital transformation program that will enhance efficiency and develop superior competitive advantages. This entails the deployment of new technologies, whether on the factory floor or in the boardroom. This has opened up surprise obst...

[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that \"information advantage\" is rooted in information and analytics fueling every business process.", "State that an underlying integration gap exists between systems.", "State that an integration gap exists between the ...

Manufacturing

NA

PowerPoint

[ 10, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"In the vision of 2028, a multinational manufacturing conglomerate intends to transition 80% of its global production capacity to an ""Industry 4.5"" operational scheme, which shall involve the usage of autonomous production cells, AI-based quality control, and blockchain-enabled supply chain traceability. The project ...

[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that siloed applications are a core barrier to effective transformation.", "State that lower-maturity plants can contribute data through standardized interfaces.", "State that a unified data platform provides a common foun...

Manufacturing

NA

PowerPoint

[ 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 9, 9, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 9, 8, 8, 8, 8, 8, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"A regional manufacturing group with six production facilities is piloting predictive maintenance and connected worker platforms as part of a broader shift toward outcome-based service models. However, inconsistent data structures between enterprise IT systems and plant-level OT environments have led to delays in integ...

[ "State that information advantage is defined as information and analytics fueling every business process and decision.", "Identify the source report as Digital Transformation in Manufacturing (2021).", "In Phase 3, state that integrated analytics platforms combine enterprise business data with OT data.", "In ...

Manufacturing

NA

PowerPoint

[ 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

Digitalization of the manufacturing industry is redefining the industry by bringing in new technologies and business models such as on demand production. Veronesi explains keyways in which digital transformation does enhance business operations of manufacturers, for example, by enabling real-time monitoring of producti...

[ "Identify the source report as Digital Transformation in Manufacturing (2021).", "State that digital transformation places information at the center of business processes.", "State that digital transformation enables manufacturers to move from siloed, plant-level systems to real-time, interconnected operations....

Manufacturing

NA

PowerPoint

[ 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 10, 9, 9, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

How can manufacturers integrate ERP and OT data analytics for predictive maintenance while keeping systems secure and scalable? Do not ask clarification questions. Along with the uploaded documents, you can also use the following web resources: https://www.realvnc.com/en/blog/digital-transformation-in-manufacturing/ h...

[ "Identify the source report as Digital Transformation in Manufacturing (2021) by Veronesi.", "State that manufacturers can integrate ERP and OT analytics by treating information as the core business asset rather than as a by-product of systems.", "State that predictive maintenance is enabled when enterprise and...

Manufacturing

NA

PowerPoint

[ 10, 9, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 5, 5, 5, 9, 9, 9, 9, 8, 7, 7, 7, 7, 7, 7, 9, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

In a highly automated, multi-site manufacturing environment, how can integrating Enterprise Resource Planning (ERP) with Operational Technology (OT) be structured to maximize predictive maintenance accuracy and reduce unplanned downtime? Do not ask clarification questions. Along with the uploaded documents, you can al...

[ "Identify the source report as: Veronesi, L. (2021). Digital Transformation in Manufacturing.", "State that the source report identifies segregated IT/OT operating models.", "State that the source report identifies integrated IT/OT operating models.", "State that cybersecurity has direct business impact.", ...

Manufacturing

NA

PowerPoint

[ 10, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 9, 9, 9, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"It is considered that the use of digital transformation strategies in the manufacturing industry may be one of the goals to stay competitive and maintain success. Veronesi (2021) argues that the adoption of new technologies, namely, cloud computing, big data analytics, and AI, allows manufacturers to develop intellige...

[ "Identify the source report as: Veronesi, L. (2021). Digital transformation in manufacturing: Creating an intelligent, connected and secure information advantage.", "State that Veronesi (2021) argues that digital transformation in manufacturing is centered on achieving an intelligent information advantage.", "S...

Manufacturing

NA

PowerPoint

[ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"Digital shift occurring in the manufacturing space is resulting in rapid changes in the way organization's structure, protect and exploit information not just in terms of technological advances but also in core organizational operations (RealVNC, 2025). The harmonization of business and operations technology data ...

[ "Identify the source report as Veronesi, L. (2021). Digital Transformation in Manufacturing.", "State that digital transformation succeeds when modern technology is paired with modern governance.", "State that digital transformation provides opportunities to be competitive.", "State that digital transformatio...

Manufacturing

NA

PowerPoint

[ 10, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, ...

[ "Digital transformation in manufacturing.pptx" ]

pptx

v1

Domain

"A multinational manufacturer of industrial equipment operates eight production facilities throughout Europe, North America and Asia, at a separate stage of each digital maturity. Some plants are still dependent on manual maintenance logs, while others have upgraded only a portion of their facilities with industrial in...

[ "Identify the source report as: Veronesi (2021). Digital Transformation in Manufacturing: Creating an Intelligent, Connected and Secure Information Advantage.", "State that Veronesi (2021) frames digital transformation in manufacturing as the pursuit of an intelligent information advantage.", "State that Verone...

Manufacturing

NA

PowerPoint

[ 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 9, 9, ...

[ "IFRS in your Pocket 2024.pptx", "Effects of IFRS 16 on Key Financial Ratios A New Methodological Approach.docx", "IFRS 9 Financial Instruments.docx" ]

pptx,docx

v1

Domain

Deloitte (2024) in their report titled "IFRS in your pocket" provides that the main objective of IAS 12 is to prescribe the accounting treatment for income taxes. Provide the difference between current tax and deferred tax. What is the difference between Deferred Tax Assets (DTA) and Deferred Tax Liabilities (DTL)? Pro...

[ "Identify Deloitte (2024) \"IFRS in your pocket\" as the authoritative source.", "Identify IAS 12 as the standard governing accounting for income taxes.", "State that DTAs are recognized only to the extent that future taxable profit is probable.", "State that DTLs are recognized for all taxable temporary diff...

Accounting

NA

WP

[ 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 10, 10, 10, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7 ]