Free Report Data Extractor

A 30-page industry report might contain 50+ data points buried across tables, charts, and footnotes. This tool reads a business report (annual report, quarterly financial, board presentation, operational review, market research, or audit report) and extracts every quantitative data point with its source location. It identifies KPIs, financial figures, operational metrics, and growth rates. Each data point gets a confidence score and a source attribution (page number and section). The tool also identifies trends (quarter-over-quarter changes, year-over-year comparisons) and flags data quality issues like missing time periods, inconsistent units, or sample sizes too small to be statistically meaningful.

Financial analysts and strategy consultants use this when they need to pull numbers from a client's annual report into a model or presentation. Instead of reading 60 pages and manually copying figures into Excel, you upload the PDF and get structured data you can download as CSV. Board members preparing for a meeting use it to quickly identify the key metrics and trends without reading the full report. It can describe charts and graphs it sees in the document, but it cannot extract precise values from chart visualizations. For tables in scanned documents, try the OCR Table Extractor tool.

Manually extracting data from a 30-page quarterly report takes 30 to 90 minutes, depending on how many tables and charts it contains. Getting the numbers into a spreadsheet adds more time. This tool handles text-based data.

Common use cases

• Financial modeling: extract revenue, margin, and growth figures from annual reports for DCF or comparable analysis
• Board meeting preparation: pull the 10 most important metrics from a 40-page board deck in seconds
• Competitive analysis: extract financial and operational data from a competitor's public filings

The workspace handles your full research library. Create a free Eudoxic workspace to upload all reports and compare extracted metrics.