Building Reliable Agentic AI Systems

The scoop

Bayer developed PRINCE, an agentic AI system that evolved from keyword search to an intelligent research assistant capable of answering complex questions about decades of pharmaceutical safety studies buried in PDFs and drafting regulatory documents. The system prioritizes reliability through context engineering, harness engineering with orchestration and observability, and human-in-the-loop integration to maintain trust and governance.