RealWorldBusinessAI · Richard Wilson

Find where AI is worth testing.

The AI Opportunity Diagnostic turns scattered ideas into a prioritized action plan.

What we review

  • One sponsor intake and 2–5 stakeholder interviews.
  • Recurring workflows, users, tools, and information.
  • Business value, effort, data sensitivity, and adoption barriers.

What you receive

  • A workflow inventory and opportunity scoring.
  • Your top 3–5 use cases and risk notes.
  • A written findings brief and prioritized roadmap.
  • A 60-minute leadership readout.

A clear process, typically over 1–2 weeks.

  1. Understand the work. Map the process, people, constraints, and failure points.
  2. Prioritize opportunities. Compare business value, effort, risk, and readiness.
  3. Define a useful test. Set the scope, success measures, and human-review boundaries.
  4. Agree the next step. Decide whether to implement, train, investigate further, or stop.

The diagnostic does not include software development, system integration, legal or security certification, or unlimited employee training. Any implementation is scoped separately.

Discuss a diagnostic