Explainer · People-Led Enterprise AI
People-led AI combines employee leadership with shared direction
People closest to the work lead improvements, supported by shared priorities, connected tools and governance.
Topics
Six connected areas for understanding and putting People-Led Enterprise AI into practice.
- Strategy & valueExplore →
- People & changeExplore →
- Self-serve AI & automationExplore →
- Data & analyticsExplore →
- Knowledge & connectionsExplore →
- Platform & controlExplore →
Articles across topics
Sample · Explainer · Software delivery
Faster agents do not shorten a review queue
If changes arrive faster than your reviewers clear them, the queue grows no matter how fast the agent wrote them. Changing who reviews what shortens it.
Sample · Explainer · AI Fluency
The 4D Framework, drawn on one migration ticket
Delegation, Description, Discernment and Diligence, one at a time, on a single database migration that goes from "should an agent touch this?" to a signed change.