Context Is the Product: Rethinking Reasoning at the Intersection of Agents, Models, and Structured Data

Business value doesn’t emerge from better models, more memory, or structured data alone. It comes from context—a dynamic, goal-driven construct that emerges when specialized agents reason over structured data with large language models to fulfill specific business objectives.