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AI · September 27, 2024

panda{·}etl

Automate your document workflows

panda{·}etl launched on September 27, 2024 with 680 votes, #37 of 5,281 launches that month and more than 99% of that year's launches. The site was still online in September 2026, 2 years on.

In plain words

panda{·}etl automates document workflows by extracting data from PDFs, images, audio, and websites. Users define data points that AI identifies and extracts, with results displayed in exportable spreadsheets that link back to source materials. The platform enables further analysis through question-asking, chart plotting, and report generation. It's designed for anyone who needs to convert unstructured documents into organized, actionable data.

written from the facts on this page · September 2026

From the sources

Turn messy files into actionable data. Upload PDFs, images, audio and websites. Define data points for AI-powered extraction. See results in exportable spreadsheets with linked, highlighted sources. Ask questions, plot charts and draft reports on top.

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    Hi HN, I’ve built and sold startups in healthcare, edtech, and supply chain — and across all of them, the same problem kept coming up: People wasting hours pulling messy data out of PDFs, spreadsheets, websites, emails, and even videos… just to clean it up and re-enter it into CRMs, ERPs, or web forms. Most tools in this space are built for enterprise teams or a specific vertical — they assume fixed formats, API integrations, and engineering support. AutoForm isn’t that. It’s an AI data entry agent built for real-world chaos and individual users: Extracts from unstructured sources (PDFs,…

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