I attended the Printing United Decorators Summit in Nashville at the end of June, and this is an excerpt of the speech given by Ami Servi-Bonner, VP of Printing AI for Printing United Alliance. AI Adoption Is a Leadership Decision

The tools will be commodity by next year

At a recent industry talk, Amy Servi-Bonner, who leads PRINTING AI, the consultancy built inside PRINTING United Alliance, made the case that our AI conversation is stuck on the wrong noun. Which platform, which vendor, which features. Her counter: every shop in the room will have access to the same tools within 18 months. The tools aren’t the advantage. The decisions are. The shops pulling real value aren’t running different technology, they’re making different calls.

The seven questions most shops skip

The framework is a set of questions, and they’re uncomfortable on purpose. Where does AI actually add value beyond a one-person, one-task win, because that isn’t a strategy, that’s a trick you did once. What should never be delegated? The craft, the client relationship, the artistic judgment that is your shop’s identity. Decide that explicitly or it creeps. Who owns override authority when AI is confidently wrong on a job that matters, and is that a human who actually knows the work? Who owns the decision in the first place? Almost always the owner, which means if the owner hasn’t engaged, AI stays siloed forever and nothing strategic happens. And the one that should keep you up: what happens to tribal knowledge? Your best embroiderer’s instincts live in no SOP, no manual, no system. Efficiency without capture is a ticking clock.

Recovered capacity is a mirror

Say AI gives your team back 20% of their time. A five-person shop just found one extra person’s worth of capacity. A twenty-person shop, four-plus. Then what? Servi-Bonner’s framing: recovered capacity isn’t a resource, it’s a mirror. For an owner who’s spent 20 years head-down in the work, looking into it, deciding whether that time goes to sales, service, operations, or finally pulling what’s trapped in people’s heads into something that survives them, is uncomfortable. The shops that thrive look anyway. The rest let everyone get busy doing different versions of the same work.

Recovered capacity is the entire ballgame, and most shops deploy AI without ever deciding where that capacity goes. The technology doesn’t create the value. The decision about what to do with the reclaimed time does. Asked which of these calls you’ve made intentionally and which by default, most of us are defaulting. The Alliance has since turned the self-audit into a free AI Readiness Benchmark, if you want to see where you actually sit.