Design the workflow
Clarify purpose, roles, inputs, outputs, and where AI is useful in the team’s real process.
Turn individual AI use into shared practice through clear roles, repeatable workflows, and evidence the team can inspect together.
Start here if work crosses people and handoffs
This book helps teams establish shared language, divide responsibility clearly, and use AI in ways that improve coordination instead of creating hidden variation.
Clarify purpose, roles, inputs, outputs, and where AI is useful in the team’s real process.
Define what requires peer review, subject-matter review, escalation, or explicit signoff.
Capture evidence, exceptions, and improvements so the team gets better with each cycle.
Start with Becoming AI-Augmented for individual capability, or move to AI-Augmented Organizations when governance and scale are the next concern.
Explore the series