About
Chief Financial and Operations Officer. Lean Six Sigma Black Belt. AI Operational Excellence Certified. Nearly two decades of leadership experience in organizations where AI decisions have real consequences.
The Gap
Vendors are selling tools. Consultants are building automations. Conferences are showcasing what AI can do. And leaders — good leaders, responsible leaders — are being told they need to move fast or fall behind.
What almost nobody is talking about is whether the organization is actually ready.
That is the gap The Lean AI Coach exists to fill.
The leaders being left behind are not the ones who are moving too slowly. They are the ones who are moving without a diagnosis.
— Troy Allen
Background
Balanced budgets that had not balanced in seven years.
Rebuilt accounting systems from the ground up.
Fixed payroll processes that were consuming hours of time nobody had.
Led software implementations that required genuine staff buy-in, not just executive sign-off.
Rebuilt reporting structures so that boards could finally make decisions from reliable information.
And he has seen firsthand what happens when technology is introduced before the foundation is ready — the confusion, the wasted money, the staff resistance, and the quiet abandonment of projects that were never set up to succeed. That experience is what makes the work different.
Philosophy
The AI revolution is generating enormous opportunity and enormous noise in equal measure. The Lean AI Coach is built for the leader who understands that a disciplined no, a responsible not yet, and a controlled pilot are all more valuable than a rushed yes.
Who wants to find the real operational pain, fix the process, and apply AI only where it creates measurable value — without wasting money, overwhelming staff, or creating risk they cannot manage.
Not every AI tool belongs in your organization. Saying no to the wrong tool at the right time is a strategic advantage.
Readiness is a prerequisite, not an afterthought. Timing matters as much as technology.
Small, measurable, reversible. The best AI implementations start with a clear hypothesis and a defined exit.
Start with a free 30-minute discovery call.