AI Document Parser & Autofill Tool
Upload invoices, contracts, or scanned forms and let AI extract and fill in the data instantly. No more manual copy-paste. Built with OpenAI or Gemini inside Retool.
Overview
Manual entry from PDFs and forms is slow and error-prone. This AI document parser automates it by extracting key fields using models like OpenAI GPT or Gemini, then auto-filling the data into Retool tables or forms.
The tool processes invoices, applications, or contracts — identifying important fields like totals, dates, or client names — and lets teams review before saving. This speeds up internal workflows and cuts mistakes by 30% or more.
Retool Features Used
- File Upload component
- AI Action (for OpenAI or Gemini)
- Transformer (format model output)
- Editable Table or Form with pre-filled values
- Review & Submit button with validation
- REST API call to push cleaned data into internal systems (PostgreSQL, Airtable, Sheets, etc.)
Results
Recognition
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