DB SmartDoc Intelligence

DB SmartDoc Intelligence. AI-assisted regulatory and financial document processing web app.

Problem and hackathon opportunity. Manual document review is slow, inconsistent and hard to audit at scale..

Solution in one view. A secure web app that extracts, validates, routes and stores document intelligence..

Tools and services used. Only implementation tools are listed here; access and subscription setup steps are intentionally excluded..

Reference architecture. From user upload to extraction, review and audited storage..

Build steps actually used. Access/subscription onboarding steps removed; this is the implementation flow..

Two-layer AI extraction pipeline. Specialised OCR first, reasoning LLM second..

Application capabilities. What the demo web app shows to users and reviewers..

CI/CD and automated ingestion. GitHub Actions turns the prototype into a repeatable delivery and processing pipeline..

Compliance-minded design. The prototype avoids black-box processing by storing confidence, decisions and evidence..

Demo storyline and close. A concise flow for presenting DB SmartDoc Intelligence to judges..