Intelligent Document Processing Platform for a Tier-1 Bank
Gen AI CM implemented a large-scale Intelligent Document Processing solution for a Tier-1 bank, designed to automate the review of high-volume loan documents. The solution was embedded across legal, credit, and compliance functions, enabling real-time extraction, clause comparison, and approval routing.
Technology / Tools / Frameworks Used:
- Vertex AI PaLM fine-tuned on internal legal corpora
- Azure Form Recognizer, Tesseract OCR, LangChain RAG pipeline
- Deployed on Red Hat OpenShift with S3-based document storage
- Role-based access using Okta SSO and OpenID Connect
- Logging and auditability via ELK stack and metadata tagging
Client Value Delivered:
- Reduced legal review turnaround by 78%
- Scaled loan processing throughput 6x
- Released 70+ FTE hours/week across document teams
- Enabled real-time clause redlining with full traceability for audits
