Consuming Models in Document Understanding and UiPath Part-2

Description

This podcast is a part of the Document Understanding Series focuses on the complete model consumption journey, addressing how to scale Document Understanding from proof-of-concept to enterprise production environments.
The episode covers critical aspects of making models accessible while maintaining security, comparing Classic versus Modern approaches to model publishing and explaining when each approach is most appropriate. It explores consumption methods, weighing the simplicity of Activities against the scalability and flexibility of APIs for different use cases.
The podcast includes GenAI integration for enhanced classification and extraction using large language models, performance monitoring that tracks both technical metrics and business outcomes, and practical cost optimisation strategies, including the critical decision between Flex and Unified pricing plans to maximise ROI.

Link

Date

2025-10-30

Related UiPath products

Document Understanding