Document intelligence.
Structured facts. Human judgment.
Illustrative design, not an authenticated product screenshot.
Overview
An internal document-analysis prototype exploring how to extract structured facts while keeping calculations, verification, and final decisions under human control.
The challenge
Important documents often combine unstructured narratives, dates, tables and allegations. Purely generative output can obscure uncertainty and source evidence.
The approach
Separate deterministic calculations and validation rules from language-model assistance. Surface provenance and incomplete extraction instead of pretending every answer is certain.
Current status
Prototype extraction and validation checks have been exercised with sample documents; professional review is still required. This is not autonomous legal or tax advice.
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