AI roadmap: prioritize, test and decide

A roadmap connects opportunities with investment decisions. It should show dependencies and criteria to advance, adjust or stop an initiative. Priority depends on expected value, feasibility and risk.

Ian · 2026-05-13

Practical guide

AI roadmap: prioritize, test and decide

A roadmap connects opportunities with investment decisions. It should show dependencies and criteria to advance, adjust or stop an initiative. Priority depends on expected value, feasibility and risk.

Planning a first application

  1. Phase 1: identify the process and measure its current state.
  2. Phase 2: validate a bounded application with costs and acceptance criteria.
  3. Phase 3: integrate, train the team and establish monitoring.

What to check before deciding

The test needs responsible owners and representative operational examples. Record observed benefits and real costs, including review and maintenance. Update the plan with evidence; a schedule alone does not guarantee returns.

Primary reference: NIST · AI Risk Management Framework

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