Problems first. Tools second.
A good AI roadmap is a list of business problems in priority order, with the AI approach attached, not a shopping list of tools.
Now
0–3 Months
Owner, policy, inventory, one approved tool and a few quick wins.
Next
3–12 Months
Pilots with baselines, a champions network, measurement and team playbooks.
Later
12 Months +
Deeper integrations, carefully scoped agents, and new AI-enabled services.
Start from the problem.