Demo Project
Intake Automation
A working demo that accepts mixed-format documents, extracts structured fields, validates them against a schema and routes anything uncertain to a review queue.
- Category
- Automation
- Status
- Demo Project
- Technology
- Python · Node.js · PostgreSQL · LLMs
Goals
What we set out to prove
- Show how much of a document workflow can run unattended.
- Make the exception path as considered as the happy path.
- Measure accuracy rather than assert it.
What we built
Inside the build
- Upload and parsing layer for PDFs and images.
- Schema-validated extraction with typed output.
- Review queue for low-confidence records.
Start here
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