Onboarding, Not Evaluating

Intel deployed Gemini Enterprise across its global workforce this week. Not a pilot. Not a sandbox. Agents embedded in engineering, supply chain, and corporate operations through a multi-year deal with Google Cloud.

One detail buried in the announcement: they’re building agents that identify which subject matter experts should be involved in a given project, draft executive-ready messaging, and produce materials across channels. Three steps. The agent handles all three. No human specified each output.

Most companies that “use AI” deployed a text box. The human decides what to do, the AI executes one narrow task, the human resumes control. Intel described something different — agents that hold organizational context and route work to the right people without being told who those people are.

The distinction matters because it changes the question. A pilot asks whether the technology works. Onboarding asks what the agent should own. Those are different organizational decisions. One produces a report. The other produces a restructured workflow.

Intel’s CIO called it “a central hub to build and deploy agents.” Not evaluate. Not test. Build and deploy. The companies still running pilots aren’t behind on technology. They’re behind on the decision that Intel already made — that agents belong in the org chart, not in a dashboard nobody opens after week three.