HAPPY SEMSEM - AI OPPORTUNITY ASSESSMENT GUIDE 1. Define the business objective. 2. Identify users and workflow pain points. 3. Estimate value and measurable indicators. 4. Review data, knowledge and integration readiness. 5. Identify security, privacy and governance needs. 6. Assess delivery complexity and operational ownership. 7. Prioritise use cases using value, feasibility, risk and strategic fit. 8. Select a focused pilot and define evidence required for scale.