KnowEdge Publishing
Teaching Your Team the Three Questions to Ask Before Approving Any AI Use Case
A governance framework only works if the people proposing AI use cases actually apply it. Here are the three questions worth teaching your whole team to ask by default.
Kelvinking Olupitan Omoregie · Oct 9, 2026 · 4 min read
Setting AI Usage Guidelines for Your Team Without Killing Curiosity
Team AI usage guidelines usually fail in one of two directions -- too vague to prevent real problems, or so restrictive they kill the experimentation that made AI valuable in the first place.
Kelvinking Olupitan Omoregie · Oct 7, 2026 · 4 min read
Using AI in Hiring Without Automating Away Fairness
AI hiring tools can genuinely reduce bias, or quietly entrench it at scale. The difference comes down to a small number of concrete design and audit decisions.
Kelvinking Olupitan Omoregie · Sep 26, 2026 · 4 min read
How to Run a Team Meeting About AI Adoption: A Manager's Script
The AI-adoption team meeting usually goes one of two bad ways: forced enthusiasm or unaddressed anxiety. Here's a structure that produces a real, calm decision instead.
Kelvinking Olupitan Omoregie · Sep 21, 2026 · 4 min read