Most agent projects die of ambition. Too much autonomy on day one, pointed at a job nobody wrote down, judged by a demo instead of a log. We build in the opposite order: one job with a known source of truth, the narrowest access that lets the agent do it, and real requests with a person checking the work until the log says it’s ready for more.
An agent that actually knows your business is a grounding problem before it is a model problem. So the build starts in your help center, your policies, your past tickets, and the folder nobody admits is the real source of truth. We do that unglamorous work first, wire the agent to cite where every answer came from, and teach it the most useful sentence in the building: that one isn’t mine, here’s the person who owns it.
Guardrails are not the boring part of the project. They are the project. Scoped permissions your security team reviews before anything touches production, a named human on the receiving end of every handoff, and an audit trail a person can read without a decoder ring. When the logs show the agent behaving, we widen its scope one notch at a time. That’s how you end up with an agent your team trusts instead of one they quietly route around.
And sometimes the honest recommendation is no agent at all. A surprising number of agent requests are really workflows with a fancier name: deterministic, cheaper, finished sooner. We’ll tell you which one you’re holding on the first call, because the goal was never to sell you an agent. It’s to hand your team a tool they still use after we leave.