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AI Automation · Case study

AI workflow automation agent

Document-processing agent with human review queue.

HERO MOCKUP PENDING

THE BUILD

How it was built

A queue of inbound documents was being read and re-keyed by hand, with a measurable error rate.

A narrow tool-calling agent that extracts structured fields, writes them to the system of record, and routes anything below confidence threshold to a human queue.

Celery-driven runs, every input and decision persisted in PostgreSQL for audit, cost per run instrumented from day one.

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The work behind this build

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