Every company reacting to agents is standing up the same thing: a new team, a new budget line, an agent readiness program.
None of that is what’s missing.
An agent doesn’t do what’s expected. It does what’s possible. For years the gap between those two was covered by a human who corrected the interpretation, reconciled the contradictions, and complained when something was off. That gap never had an owner because it never needed one.
Treating agents as the reason to build a new function is treating them as a revolution. They aren’t. They’re a new type of user with one property that matters: no assumptions, no shared context, no hesitation before doing something nobody expected.
The fix isn’t a new team. It’s specifying better, and that work already has an owner for every piece of it. The message belongs to whoever writes it. The flow belongs to whoever built it. What counts as an acceptable outcome belongs to whoever runs that part of the business.
Try it on one flow. Ask whoever owns it what result they’re willing to stand behind if someone goes further than the happy path. No new tooling, no new hires. Just an answer someone already had the authority to give and was never asked for.
Standing up a parallel team to own agent experience doesn’t get you that answer. It adds a fifth owner to a problem that already has four, and quietly gives everyone else permission to stop caring about it.
None of this is new work. It’s the same requirements process, with one extra question before anything ships: what happens when someone, or something, does more than the happy path.
That question belongs in requirements, in QA, in the release checklist you already run. Not in a roadmap for a team that doesn’t exist yet.
You don’t need an AI team. You need whoever already owns each decision to stop specifying only for what they expected to happen.