Start with the people who know the work.

The framework is grounded in experience: the best ideas for fundamentally reinventing work rarely begin with the technology. They begin with the people who perform that work every day.

Explore the thinking

01 / THE PREMISE

REINVENTION IS NOT AUTOMATION

Don't automate the process you have. Reimagine the work you need.

Many AI efforts begin with a tool and a search for somewhere to apply it. That can make an existing process faster without asking whether the process should exist in its current form at all.

The Lean AI perspective reverses the sequence. Begin with the work, examine it end to end, and create the conditions for people to imagine what could be fundamentally different—then connect that vision to what AI can make possible.

THE PEOPLE CLOSEST TO THE WORK

“They see the friction. They know the exceptions. They understand what customers and colleagues actually need.”

Frontline teams are often treated as recipients of change. My experience has taught me that they should be active architects of it.

The objective is not to ask them to become technologists. It is to help them develop the mindset and language to connect the work they know today with the entirely different ways that work could happen through AI.

02 / THE THINKING

FROM CURRENT REALITY TO NEW POSSIBILITY

Four ideas that connect operational reality to AI possibility.

SEE THE WHOLE

Understand the work end to end.

The people across a process can surface friction, handoffs, exceptions, constraints, and customer needs that no system diagram fully captures.

CHALLENGE THE NOW

Separate necessary work from inherited work.

Lean thinking helps question assumptions, expose waste, and distinguish work that creates value from work that exists only because the current process requires it.

IMAGINE THE DIFFERENT

Connect operational insight to AI possibility.

Operational knowledge, connected to AI possibility, can move thinking beyond incremental improvement toward entirely new ways for decisions, knowledge, service, and execution to happen.

MAKE IT REAL

Translate reinvention into operating change.

Bold ideas matter only when they can become operating reality—aligning process, people, leadership, measures, and technology around the redesigned work.

This perspective continues to evolve as AI changes what is operationally possible. Its foundation remains constant: meaningful reinvention begins by respecting the knowledge of the people closest to the work.

03 / WHAT CHANGES

A DIFFERENT STARTING POINT

Technology is an enabler. The operating insight is the advantage.

Technology-first change A Lean AI perspective

Starts with what a tool can do Starts with what the work must accomplish

Automates individual tasks Reimagines the end-to-end flow

Designs change for employees Designs change with the people doing the work

Measures technology deployment Measures operating and customer outcomes

04 / THE PERSPECTIVE

A CAREER-EARNED PERSPECTIVE

Lean transformation experience. Large-scale operating leadership.

This thinking reflects a substantial career spent both driving transformation and being accountable for the reality of operations at scale.

Leading Lean change

Years spent exposing waste, simplifying complexity, redesigning processes, and building the organizational disciplines required to sustain meaningful improvement.

Leading massive operations

Direct accountability for the people, customers, controls, capacity, performance pressures, and daily realities that determine whether transformation actually works.

Connecting strategy to execution

A practical bias toward turning bold ideas into operating reality—not stopping at concepts, presentations, or technology demonstrations.

05 / THE AIM

THE POSSIBILITY

Not a slightly faster version of today.

01Work designed around outcomes rather than inherited steps
02Employees with real authorship in the future of their work
03AI investments grounded in operational value
04Change that is more ambitious—and more adoptable