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Why now

How AI changes organizations, leadership, and work.

The work is changing

AI is changing the economics of work.

AI can make expertise easier to access and change how people develop ideas, coordinate work and act. Leaders need to reconsider roles, decisions and accountability—not simply speed up existing tasks.

Knowledge activities—retrieve, compare, coordinate and make coherent—and execution activities—draft, test, perform and learn—inform changes to work, leadership and organization. View graphic at full size

Leaders need agentic competence now to stay relevant and lead what comes next.

Agentic competence means being able to frame work for AI, challenge its conclusions, correct its outputs, and decide what to act on while retaining human authority.

Leaders practice directly, recognize what the work needs and govern with judgment. What they learn informs the next round of practice and the team’s plan.

A continuing leader learning loop: practice directly, recognize what the work needs, govern with judgment, and return to practice. View graphic at full size
Learn through firsthand practice

You cannot guide a team through work you have never learned to do with AI yourself.

Decide how AI will change the work now

Organizations are setting new roles, habits, tools, and decision rules now. Leaders who wait will have less influence over those choices and less ability to lead what comes next.

Learn faster with experienced help

We have spent the past two years testing AI in real work. We help leaders build sound judgment faster.

Talk with Allan about your work →