Three vendors in three weeks arrived at the same architecture: connect the systems before you add the agent.

Credible Data raised $10M on July 28 for a semantic layer built on open-source Malloy so agents know what warehouse rows mean, citing survey data that 57% of enterprises traced a wrong AI answer to missing business context. Leapsome's July 15 launch shipped an ATS plus MCP connectivity framed explicitly as connecting HRIS, recruiting, onboarding, performance, and compensation first "rather than layering AI on top of fragmented systems." ServiceNow's Q2 leaned on CMDB and real-time asset mapping as the precondition for scaling agents. Analytics, HR, and ITSM independently landed on the same shape: the context layer is the product, the agent is the commodity. That's an inversion of the 2025 pattern where everyone bolted a copilot onto an existing schema.