The Challenge
While AI agents and LLMs are advancing quickly, connecting them to enterprise data remains difficult. Early agentic applications suffer from duplicated integration code and configurations, making them hard to maintain and scale. Enterprises require strict access control, auditing, and error handling — all of which are difficult given the autonomous, stochastic nature of LLMs.



