The real cost of AI tokens
Everyone has used ChatGPT. Almost nobody has seen the bill for building AI into an actual business. Here is what sits between those two things — and why it is the real reason so many AI rollouts have quietly stalled.
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Insights
Whitepapers, notes and working ideas from our practice — on building systems in African markets, on risk, and on where the two meet.
5 pieces
Everyone has used ChatGPT. Almost nobody has seen the bill for building AI into an actual business. Here is what sits between those two things — and why it is the real reason so many AI rollouts have quietly stalled.
PDFA back-office system is a promise to the people whose records it holds. Here's how we design for that obligation, not just the workflow.
A working paper on where technology and risk meet in Southern African institutions — what scales, what fails, and why the two disciplines belong together.
PDFWhen carrying your own risk beats buying cover — and how a board can tell the difference before committing.
Performance is not a finishing touch in Southern African markets — it is a first-class requirement, and it makes the product better for everyone.
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