Bill of Lading

Problem: Commodity traders and logistics providers process hundreds of Bills of Lading daily, often manually and prone to errors. Previous automation attempts failed to meet accuracy requirements. Legacy vendor achieved only 70% accuracy after 4 months.
Solution: Client provided 20 data samples across 5 variations. AYR automates classification, leveraging human-in-the-loop (HITL) capability.
Impact:

- 98.46% accuracy in <90 minutes training time.
- 99%+ reduction in manual errors.
- <30 seconds average processing time.
Results Achieved: In 3 days