Start with a completed example
Compare Stripe and Adyen’s FY2024 disclosures. Inspect the public report, download the CSV and run the same request.
Research desks
Review what a company disclosed and what changed since last time. Each workflow preserves the entity, reporting period, measurement basis and source behind a figure or claim.After earningsEarnings and guidance changesExtract reported results and guidance revisions without mixing periods or measures.Microsoft fiscal Q3 and Q4 2025Each annual reportSEC risk-factor changesCompare successive Item 1A disclosures with cited passages, classified by change.Microsoft FY2024 and FY2025 Item 1ACredit reviewDebt maturities and liquidityBuild a maturity schedule and liquidity review from filings, by reporting entity.Ford automotive and Ford Credit, FY2024MonitoringNews and monitoringBuild a dated news feed or recurring brief with source links and explicit update logic.US semiconductor manufacturing investment
Private equity
Find a candidate, understand it, then compare its commercial position. Private-company work often starts with websites and announcements rather than filings.SourcingDeal-sourcing signalsCollect and deduplicate funding, acquisition and distribution announcements into a research queue.European outdoor brandsFirst lookAcquisition screeningA cited first-look brief on ownership, products and routes to market, with open diligence questions.PatagoniaDiligencePricing and channelsCompare a target with competitors on products, pricing and distribution, with evidence for each side.IKEA versus MUJI home-office desks, UK
Quant and systematic
Build structured tables you can join to your own data. Release-time values stay separate from later revisions, and every row keeps its period, currency and definition.Structured dataFinancial comparisonsExtract comparable disclosures into a cited brief and CSV, preserving periods, currencies and definitions.Stripe and Adyen FY2024, completed examplePoint in timeMacro release evidence briefKeep release-time values and prior-month revisions apart from later revised series.US employment release, January 2025