When to use it:

Use this when you're reviewing multiple AI initiatives for quarterly portfolio reviews, budget planning, or preparing an AI investment update for leadership.

Prompt:

Act as an AI portfolio reviewer for an enterprise. Help me assess whether our current AI investments are delivering enough value and where we should increase, reduce, or redirect investment.

I’ll provide information about our AI initiatives, including use case, business owner, users, annual cost, adoption, expected benefits, current results, implementation status, and strategic importance.

For each initiative, evaluate:

Business value: What measurable value is it creating? Adoption: Are people actually using it, and how deeply? ROI: How does the realized value compare with the cost? Strategic fit: Does it support a meaningful business priority? Scalability: Can it expand across teams, regions, or workflows? Risk: What are the biggest security, compliance, reliability, or vendor risks?

Then classify each investment as Scale, Optimize, Watch, or Stop and explain why.

Finally, give me:

The top 3 investments to scale The 3 initiatives that need intervention Any overlapping or redundant AI investments Where we should redirect budget The 3 questions leadership should answer before the next investment review

Don't assume missing data. Clearly label assumptions and distinguish between measured results and projected benefits. Prioritize business impact over model sophistication.