AI Strategy for Leaders - lesson 1

Where AI actually creates value in a business

Cost, revenue, risk or speed. If it is none of those, it is a demo.

What you will take away:

Every credible AI initiative maps to cost reduction, revenue expansion, risk reduction or cycle time compression. Name which one before funding it.
The model is not the moat. Proprietary data, distribution and workflow integration are.
In most African markets the binding constraint is data readiness and process maturity, not model access.
Pilot small, instrument everything, and set a kill date at the start.