The Data Stack That Powers Autonomous Agents

As agentic AI systems evolve from single-request interactions to autonomous chains of actions, traditional data architectures prove fundamentally inadequate for their demands. The latency, freshness, and governance requirements of autonomous agents require a complete reimagining of how data is organized, documented, and accessed in production systems. This architectural shift will determine whether agentic systems deliver trustworthy decisions or expensive hallucinations.