HITEC's Big Theme Wasn't a New AI Tool — It Was Who's Watching the Ones Already Deployed

The dominant theme to come out of HITEC 2026 wasn’t a new AI tool — it was who’s watching the tools already deployed. Larry Mogelonsky, writing from the show floor, argues the industry has quietly shifted from asking whether to use AI agents to asking how to govern a growing fleet of them across revenue, housekeeping, guest messaging, and back office. His evidence is a new software category taking shape in real time: Agent Management Platforms (AMPs), built to set permissions, monitor performance, and track costs across agents that no single department fully owns.

The cost-tracking piece isn’t speculative — it’s already been modeled with real numbers. BCG’s own token-cost framework, published a week earlier, makes the same argument from the finance side: traditional FinOps “cannot keep pace” with AI spend because token bills depend on prompt length, context retrieved, model choice, and how many agent loops run before a task finishes. BCG’s prescribed fix is a return-on-AI metric — cost per successful outcome, not raw spend — tracked through a “See, Shape, Prove” discipline of dashboards, routing rules, and standing reviews of the highest-token workflows. Mogelonsky’s hotels are living the operational half of that same problem: too many agents, no shared cost ledger, no single owner.

The role shift Mogelonsky describes for managers — away from overseeing individual processes and toward designing decision frameworks and guardrails — is what happens when governance catches up to deployment. Hotels that spent the past year racing to add agents are now the ones discovering they need a management layer for the management layer. The properties that get ahead of this won’t be the ones with the most agents; per Mogelonsky’s own close, they’ll be the ones that can say, for each agent, what it costs, what it’s worth, and who’s accountable when it’s wrong.