# The CFO's Waiting Room: Evidence and Methods Evidence edition: 2026-09-12. Scope: eight deliberately selected US-reporting multinationals and fiscal periods ending in 2022, 2023, 2024 and 2025. This is an independent educational comparison, not a random sample, an investment recommendation, a customer ranking or an estimate of purchase intent. ## Reproduce the Calculation The research kit needs Node.js 22 or later and no additional packages: ```text node reproduce.mjs ``` The command checks the selected-facts checksum, recomputes every published account, reconciles UPS and Texas Instruments to independently read report tables, checks the inventory/receivable dates, and verifies the selected-use and non-GAAP definitions. It makes no network requests and changes no files. The kit contains the compact selected SEC observations, not the full approximately 38 MB of Company Facts responses. Each company source retains its URL, actual retrieval timestamp, raw-response SHA-256 and byte count. Full raw-to-selected reproduction requires those exact saved responses. Downloading an updated SEC response is a new source vintage and must not silently replace this one. ## Source Selection The SEC Company Facts API supplies US-GAAP facts in USD. The extractor admits annual Form 10-K duration observations of 350-380 inclusive days, groups by the calendar year containing the fiscal end, and chooses the latest available filing within the 2026-09-12 cutoff. The start/end dates, taxonomy tag, accession and filing date remain attached to each fact. Comparative observations may be revised by later filings. These are not contemporaneous information sets for a backtest. The selected cash-use tags are property/plant/equipment payments, cash dividends, and common-stock repurchases. Revenue and operating income use same-period annual observations; inventory and net current receivables are point-in-time stocks. The precise allowed tags and selector are in data.mjs. An absent standard tag is unavailable, not zero. PepsiCo's broader productive-assets measure and broader financing/receivable scopes are not silently substituted. IBM, Caterpillar and Deere include financing businesses in consolidated results. Honeywell's portfolio changes complicate period comparisons. Fiscal calendars differ. Read issuer definitions before drawing cross-company conclusions. ## Definitions - Selected-use balance = operating cash flow - capex - cash dividends - share repurchases. All four inputs must be available and use the same fiscal period. - Operating margin = operating income / revenue, times 100, with a positive revenue denominator and aligned periods. - Capex / operating cash = the selected capital-payment measure / positive operating cash flow, times 100. Missing inputs suppress the ratio. - Inventory and net current receivables are distinct year-end stocks. They are not deducted from cash flow a second time, nor treated as instant cash savings. The selected-use balance is not cash on hand, total cash change, company-defined free cash flow, a funding requirement, a solvency test or an available software budget. Borrowing, repayments, acquisitions, disposals, opening cash and other flows are outside this abbreviated account. Cash is fungible; the receipt does not trace particular dollars or establish a payment order. Some technology costs are operating expenses already inside operating cash; some are capitalized. ## Report Cross-Checks and Counterevidence UPS's 2025 10-K (filed 2026-02-17, pages 42-44 and 63) reports operating cash of $8,450 million, capex of $3,685 million, cash dividends of $5,398 million and repurchases of $1,000 million. The selected-use balance is -$1,633 million, while the actual change in cash is -$225 million. Information-technology capex rose from $825 million in 2024 to $1,063 million in 2025, while total capex fell from $3,909 million. Finance did not cease investing in technology. This does not identify an open budget or spending with any particular vendor. Texas Instruments' 2025 10-K (filed 2026-02-06, pages 20-23 and 27-30) reports operating cash of $7,153 million, capex of $4,550 million, dividends of $4,999 million and repurchases of $1,477 million. Its own non-GAAP free cash flow is $2,938 million: operating cash less capex plus $335 million of CHIPS investing proceeds. A separate $335 million tax benefit is already in operating cash. Adding it again would double-count that benefit. Operating income of $6,023 million on revenue of $17,682 million implies a 34.0629% operating margin. Company priorities are dated paraphrases of these reports, not current intentions to purchase a product. TI describes deliberately building inventory ahead of demand. UPS began a receivables-factoring program in 2025. Neither a stock change nor the sales narrative identifies a cash-release opportunity without further customer evidence. ## Integrity and Reuse There are 32 company-years and 256 selected metric cells. Twenty-three cells are unavailable, and 22 cash accounts have all four inputs. Negative results and incomplete cases are retained. There is no imputation, regression, causal claim, win-rate prediction or invented uncertainty interval. Sources are public regulatory facts. Issuer prose is linked and paraphrased, not republished as a report archive. The waiting-room illustration, visitor, dialogue and pitch responses are fictional. They are not statements by any company or CFO. Private briefing notes are reader assumptions, stored only in the active browser tab and included only in an explicitly downloaded or printed brief. They never enter the public-state URL or this research kit. Check claims-v1.csv for the headline claim ledger, exact-values-v1.csv for source facts, cash-accounts-v1.csv for derived observations, sources-v1.json for provenance, and checksums.sha256 for member identities. No private account or CRM data are used.