AI Automation · Case study
AI workflow automation agent
Document-processing agent with human review queue.
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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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