Your Company Is Already Running AI Pilots.

You Just Don't Know About It.

Right now, people across your organization are using AI tools that nobody in IT has reviewed, approved, or even heard of. It’s not because they are reckless. They’re doing it because the tools work and nobody told them not to. 

The result is an expanding portfolio of unvetted vendors, unreviewed data exposure, and AI-dependent workflows that IT can neither see nor support. In regulated industries, every one of those tools is a compliance question waiting to be asked at the worst possible moment.

TMG’s AI Center of Excellence model gives organizations a repeatable framework for evaluating, approving, and monitoring AI adoption across the business. 

Use cases are risk-tiered so that low-risk tools move fast and high-risk tools get the scrutiny they require. Every tool goes into a central registry. Every use case has a named owner, defined success metrics, and a deliberate decision point: scale it, redesign it, or shut it down. The goal is a governance process that people actually follow, because following it is easier than going around it.

The organizations that get this right now are building a genuine competitive advantage: the institutional capacity to adopt AI strategically rather than accidentally. The ones that wait will arrive at the same conclusion with more damage to clean up. 

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