From assessment to acceleration: Build an AI roadmap your team will actually use

Start with the yard

Before tools, study the terrain. What is working. What is wasting. What is missing. Interview the people who touch the work. Walk the process. Collect five real examples.

Prioritize by value

Score each candidate on impact, effort, and risk. Pick one quick win, one system fix, and one strategic bet. That gives you momentum, stability, and vision.

Write the roadmap

Three horizons. 0 to 30 days. 30 to 90 days. 90 to 180 days. For each item, define owner, measure, and a short description. Keep it to one page.

Enable the crew

Create a prompt library tied to roles. Build micro trainings. Ten minutes each. One concept. One example. One practice. Add office hours.

Govern the work

Set clear rules for data access, model use, and review. Least privilege. Human in the loop. Audit trail. Update quarterly.

Tell the story

Share the wins. Show before and after. Cycle time. Error rate. Cost per task. Momentum invites buy-in.

Sustain it

Add a monthly retro. What shipped. What stalled. Why. Decide what to scale or stop. Keep the roadmap current.