Query Less. Reason More: Why Agentic AI Changes the Economics of Data Infrastructure

AI-ready cybersecurity data is more than raw logs or normalized telemetry. It is structured, contextual, time-aware security knowledge that helps AI systems reason across complex cyber environments and support detection, investigation, and automation workflows.

or years, the conversation around artificial intelligence has focused on models, copilots, agents, and applications. But beneath all of that innovation sits a more fundamental issue that has not received enough attention: the data layer supporting AI has been missing. At Knowledge Grid, that is the problem we set out to solve.