Agentic AI & Automated Credit Agreement Engineering

FinTech

Key Metrics

< 1 Month Accelerated Life Cycle 

Reducing time to produce credit agreements to under 30 days. 

80% Efficiency Gain

Established a centralized environment for internal teams & external legal counsel

Unified Collaboration Hub 

80% reduction in manual effort by utilizing Agentic AI. 

Project Overview

Our client, a large financial institution, needed a process to assemble complex credit agreements. Their current process required 3+ months of manual effort, and legacy agreements that ranged from 300 - 1,000 pages were also trapped in fragmented formats. The organization would need to process and compare similar sections across thousands of pages of unstructured data to build new ones. The lack of a unified environment for real-time review hindered speed-to-market and increased operational costs.

Solution

Sabii Digital has been serving as the end-to-end product development partner, project management, and full-stack software engineering. Our team has been building a sophisticated Agentic AI platform that digitizes image-based PDFs and a custom RAG pipeline to standardize document structures. We also developed track-changes and collaboration features while leading the product design and wireframing to ensure the interface optimizes the productivity.

Conclusion

The platform reduced the time to generate complex credit agreements from three months to just four weeks, delivering an 80% efficiency gain. By combining Agentic AI with a centralized collaboration hub, Sabii Digital enabled internal teams and external legal counsel to assemble, compare, and review agreements more efficiently. The result is a scalable foundation for faster agreement production and more coordinated legal review.

Capabilities:‍ ‍

  • Platform for rapidly building credit agreements

  • Leveraging LLM

  • Large scale OCR ingestion

Tools & Software:

  • LLM

  • NodeJS,

  • Python

  • Postgres

  • Azure

Industry:

  • Pharmaceutical

Project Duration:

  • 1 year (ongoing)