Start With One AI “Pace Car” Workflow

When leaders ask what to do next with AI, the instinct is often a comprehensive plan: every process mapped, every metric galactic, every department “transformed.” That instinct burns months and produces sand in the wheels. A sharper starting move is smaller and more human: choose something people are excited about, empower one workflow with AI, and let that team set the pace.

The pace car, not the ocean

Call that first workflow the pace car. In racing, the pace car sets tone and tempo before the field opens up. In an enterprise, one department process done well—with a leaned-in team that already has skill—shows what AI transformation looks like in miniature. People can see early wins. They can see colleagues doing better work, as a team, delivering more. That sightline creates demand. A 200-slide master plan rarely does.

Pick the team, not only the ROI slide

A company may have five ROI cases that look better on paper—even ones that could move a share price. If the team that must execute is disengaged, the case is not worth pursuing yet. Energy and ownership are part of the business case. When the right group finishes and improves a workflow, they shout about it. They become evangelists. Transformation needs those voices more than it needs another unloved pilot.

• Do: one workflow people want, with skill and sponsorship in place.
• Avoid: boiling the ocean—every process, every metric, day one.
• Measure early wins people can feel, then let demand pull the next wave.

What the next 90–180 days are for

Use that window to prove a pattern, not to finish the company. Choose the workflow. Resource the team. Remove blockers that are really excuses. Show the rest of the organization what “AI-empowered work” looks like when people are ready. Culture follows visible success more reliably than it follows slides. The companies still stuck on strategy frameworks are often not short of ideas—they are short of one finished pace car.