AI Insights for African Businesses
Practical writing on artificial intelligence, automation, data, software, and governance for organisations working in Uganda and East Africa.
More AI Articles

Measuring AI ROI Honestly: A CFO's Framework for What to Keep and What to Cut
A sober CFO framework for separating AI cost from value, attributing outcomes honestly, and deciding feature by feature what to keep, fix, or switch off.

Using AI to Strengthen a Fundable Business Plan, Without Faking the Numbers
Use AI to stress-test assumptions, model scenarios and clarify the funding story while keeping every number tied to real, defensible inputs.

Preparing People for AI: The Change Management That Decides Whether It Works
A leadership guide to preparing staff for AI through honest communication, role redesign, training, listening and small visible wins.

AI in Hiring: Where It Helps, Where It's Biased, and the Rules to Set
A practical governance guide for people leaders: use AI to reduce administrative load, keep humans accountable for employment decisions, disclose use to candidates, and test for bias and accessibility.
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