Operational excellence isn’t about adopting AI for the sake of innovation—it’s about using it to make the decisions that already run the business faster and better. In labor-intensive, multi-site operations, AI earns its place when it identifies margin leaks before payroll closes, accelerates coaching against established KPIs, turns operating practices into scalable systems, and speeds the commercial work that protects recurring revenue. The test is simple: name the KPI, name the owner, and name the decision that should happen sooner. If AI cannot do that, it may be useful technology—but it is not operational excellence.

I’m a passionate advocate for collaborative leadership and trusted governance in the employee benefits and labor-management space. With over 30 years of experience—ranging from my early days as a journeyman wireman to serving as Executive Director of NECA’s Southeastern Michigan Chapter and now as Principal of T3 Advisory & Facilitation—I’ve dedicated my career to building sustainable benefit programs, supporting skilled trades, and fostering strong partnerships between labor and management. I’m proud to continue serving as an advisor, board member, and facilitator helping organizations navigate complex challenges with integrity and purpose.