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Operational automation prototype
An automation flow that classifies incoming documents, extracts structured fields, and routes exceptions to a human reviewer.
Manual document handling is slow and inconsistent, and naive automation hides errors. We prototyped a flow that automates the routine path while making exceptions explicit and reviewable.
Business rules and a classification model handle the common cases; anything ambiguous is routed to a human-review stage with full context and an audit log.
Every low-confidence or out-of-policy document is escalated to a reviewer before any downstream action.
Demonstrated a reliable split between automated processing and human-reviewed exceptions, with a complete audit trail.