AI Knowledge Bases: Decide Which Document Applies
Keep AI answers aligned with the right cohort, product or project. A practical guide to document scope, effective dates, updates and retiring sources from routine use.
Tag: AI Leadership
When an AI Tool Goes Unused, Ask About the Task
An unused AI account needs an explanation. Use research and a practical studio example to distinguish task fit, permissions, skills and the next useful management action.
AI Business Advice: Check the Fit Before You Act
AI business advice needs to fit the business receiving it. Explore a Kenyan field experiment and a practical way to examine assumptions before acting on a recommendation.
AI Productivity: Find the Team’s Coordination Bottleneck
Follow one job from drafting to delivery. Use research and a practical comparison to distinguish individual AI time savings from improvements to the team’s workflow.
Give AI Time Savings a Clear Purpose
AI time savings create choices about quality, learning, workload and output. A practical guide to deciding where that capacity should go before raising targets.
Run an AI Project Premortem That Ends With a Decision
Turn an AI project premortem into specific tests, named owners and a clear launch decision, with a worked example for small teams.
AI Leadership Is Becoming the Art of Judgment Design
As AI systems handle larger workflows, leaders must move beyond task supervision toward designing objectives, boundaries, oversight and accountability.