How to Conduct a Human-AI Partnership Audit

Every professional eventually has an “AI lightning moment”—the jarring instant when AI does something core to your identity faster, better, and at scale. This guide turns that moment into a plan. Conduct a personal Human-AI Partnership Audit to map where you stand today, separate the work AI can commoditize from the work only you can own, and move to higher cognitive ground before the next wave arrives.

What’s inside

• Step 1: Classify your work into own, augment, and automate—a rubric for the current state of your AI partnership.
• Step 2: Apply the two algorithms of computational work (where AI holds the edge) and evaluative work (the human monopoly: assign value, exercise judgment, bear responsibility).
• The core-vs-crust distinction—how to isolate what is irreducibly human about your role, with a worked example of a UX designer’s completed audit.
• What this means for leaders—the four moves to manage the identity transition AI creates, not just the tool rollout.