Trade Finance - Investment Banking Cover Letters

Problem: Trade Finance receives unstructured cover letters with data from sending and paying banks. Current solution lacks accuracy.

Solution: Model indexes and classifies documents at the field level. Classifies and extracts data, routing exceptions to staff.

Impact:

- 90% increase in straight-through processing.
- 62 samples used for model training.
- $750K annual savings.
Results Achieved: 1 week