Define the decision
Name the intended use, the decision owner and the point where a person must review or override an AI output.
Seun Mafa · AI governance & responsible adoption
Artificial intelligence moves fast. Judgment has to move with it.
AI governance consulting
Four questions before an AI system goes live.
Know the limits
Examine data quality, model performance, privacy and security before a promising demonstration becomes a live service.
Prepare the people
Plan how staff will use, question and challenge the system—and what changes for the people it serves.
Keep watching
Set measures for performance, errors and unequal outcomes, with a clear path to escalate, correct or stop a system.
A wider point of view
“The question is not only what AI can do. It is what leaders should permit, what people can trust and who answers when the system gets it wrong.”
Seun brings experience across public-sector consulting, workforce strategy, technology modernization, entrepreneurship and digital learning. His advisory work connects AI adoption to ownership, staff readiness and human review. Explore his consulting background, AI and leadership speaking topics and work through Ignite Consults.