AI Opportunity Assessment
Find the AI use cases worth building.
Most institutions have dozens of AI ideas and budget for a few. We rank yours by value, feasibility and risk, and build the business case for the best.
- 12
- markets on the map
- 20+
- years in banking tech
- 95%
- projects on time
Every idea, tested the same way.
We plot each idea by the value it creates and how feasible it is with your data and systems, then check the risk. The few in the top corner get a business case.
Numbered circles are the shortlist below. Open circles are the rest we scored.
- 1Credit scoring
- 2Customer service assistant
- 3Fraud detection
An example. Credit scoring and customer service are among the most common AI uses in Kenyan banking (CBK, Survey on AI in the Banking Sector, 2025). Your shortlist depends on your data, systems and goals.
What you take away.
- 01A prioritised portfolio of AI use cases
- 02Business cases for the top opportunities
- 03A roadmap: what to build now, next and later
Questions leaders ask us.
Who from our side takes part?
Leaders from each business unit, plus the owners of technology, data and risk. We run workshops with the business units and agree the list of participants with you first.
We already have AI pilots. Do they count?
Yes. We test them the same way as new ideas. Knowing which pilots will not scale is as useful as finding new ones.
How is this different from the AI Maturity & Readiness assessment?
Maturity asks whether your institution can run AI. Opportunity asks where AI should go first. Many clients do one, then the other.
Back the AI investments you can defend.
Bring your list of ideas, or let us help you build one.