What needed to change
Document review required repeated reading, manual field extraction, and careful judgment. The team wanted AI assistance, but sensitive decisions still needed human validation, traceability, and clear exception handling.
How TechStallions shaped the work
TechStallions designed a document analysis workflow with upload intake, classification, extracted fields, summary generation, risk flags, confidence indicators, and human review states before any output could be approved.
What the project enabled
The workflow created a practical AI-assisted review model that reduced repetitive document handling while keeping final decisions auditable and controlled by people.
