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Systematic research needs values you could have known at the time, with the definition and source behind each one. These workflows return structured tables and CSVs that keep periods, revisions and units explicit, ready to join to your own data.
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

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Each workflow page has a runnable request and notes on checking the output. Use Search when your application owns retrieval and analysis, or DeepResearch for a cited report and files. Check data sources for the evidence your task needs. See how quant and systematic teams use Valyu on valyu.ai.