Prompt
AI Use Case Evaluator
Evaluate whether a proposed AI use case is viable, valuable, and safe to build. Returns a structured assessment with risks and recommendations.
ai-strategyproductevaluationresponsible-ai
Evaluate the following proposed AI use case:
Use Case: {{use_case}} Organization Type: {{org_type}} Intended Users: {{users}} Proposed AI Approach: {{approach}} (e.g., LLM chat, classifier, RAG, agent) Data Available: {{data}}
Evaluate across these dimensions (score 1–5 each):
1. Value Creation — How significant is the improvement over current state?
2. Technical Feasibility — Is this achievable with current AI capabilities?
3. Data Readiness — Is the right data available, clean, and properly licensed?
4. Risk Profile:
- Harm potential (who could be hurt if this goes wrong?)
- Bias risks
- Privacy and compliance concerns
- Failure modes and their consequences
5. Build vs Buy vs Wait — Should you build this, buy a solution, or wait for the technology to mature?
Output:
- Scores with justification for each dimension
- Overall verdict: Build / Build with Caution / Revisit in 12 months / Don't Build
- Top 3 risks with mitigation strategies
- Recommended next step (prototype, more research, stakeholder alignment, etc.)
Variables
{{use_case}}stringrequiredDescribe the proposed AI use case{{org_type}}stringType of organization{{users}}stringWho will use it{{approach}}stringProposed AI approach{{data}}stringWhat data is available