Automate File Processing
"PDF into a table," "transcribe from images," "format conversion"—repetitive file work is a good target for automation.
Common Automations
- PDF → CSV/table: extract items from invoices/statements
- Image → text: OCR + formatting of business cards, forms, screenshots
- Bulk conversion: unify format/naming of files in a folder
- Summary pipeline: summarize many documents with AI into a report
For extraction, current image-capable models such as Gemini 3.7 Flash handle messy scans and receipts, while traditional OCR remains cheaper for clean printed documents.
How to Build It
- Establish the procedure with one file (consult AI on conversion logic)
- Batch it with Zapier/n8n/scripts
- Design routing for exceptions (unreadable files)
Always Observe
- Verify extraction results: OCR/PDF extraction errs. Cross-check important data
- Confidential files: confirm via terms/policy whether external services are allowed
- Preserve original files (don't destroy in conversion; build idempotently)
Key Point
Start from "automation presuming a person eyeballs and fixes" and unman only the stages where accuracy is stable. Raise trust gradually—the trick to no incidents.
