We have spent the last year in rooms with Members of Parliament, ministry officials, and regulators. Across those conversations, the same five questions keep unlocking the real decisions.

  1. What decisions does this AI system make, and who is accountable for them?
  2. What data was it trained on — and was any of it Kenyan?
  3. Can an affected citizen appeal an AI decision?
  4. Who audits the system, and how often?
  5. What happens when it fails?