Building an Agentic Platform — Ben Kus, CTO Box

AI Platform Evolution - Box transitioned to an agentic-first design for metadata extraction to enhance its AI platform [1] - The shift to agentic architecture was driven by the limitations of pre-generative AI data extraction and challenges with a pure LLM approach [1] - Agentic architecture unlocks advantages in data extraction [1] Technical Architecture - Box's AI agent reasoning framework supports the agentic routine for data extraction [1] - The agentic architecture addresses the challenge of unstructured data in enterprises [1] Key Lessons - Building agentic architecture early is a key lesson learned [1]