The field guide

Becoming AI-Native

Stage 1 · The Premise

1.1 Why This Field Guide Exists
What is this field guide, and why might it help?
1.2 The Phrase on the Whiteboard
What does it take to turn "we will become AI-Native" into shared meaning?
1.3 The Deeper Premise: AI-Native Is a Question About Human Life
What is at stake in this transition beyond strategy?

2.1 Three Postures: Augmented, First, Native
What does it mean to design a company around AI?
2.2 The Archetypes: There Is No AI-Native Company, There Are AI-Native Companies
What different shapes can an AI-Native company take?
2.3 The AI Stack: Nine Layers Beneath Chat
What is AI, beyond the chat box?
2.4 The Five-Stage Maturity Model
What actually produces a financial return on AI?
2.5 From Chat to Operating System
What are you actually buying when someone sells you AI?

3.1 People, Process, Technology, and Now AI
What changes when AI becomes a dimension of the operating model?
3.2 The Operating System Inventory
What does the work of a company look like when AI participates in it?
3.3 The New Knowledge Work Loop
How does knowledge work change when AI is in the room?

4.1 The Knowledge Graph as Central Architecture
How does AI come to understand how a company actually works?
4.2 Designing the AI-Native Operating Model
How do you redesign the way work gets done when AI is now part of it?
4.3 The Collaboration Surface
What happens to AI work when it stays inside private chats?
4.4 Epistemic Hygiene
How does an organization tell the difference between AI output that is true and AI output that sounds true?
4.5 The Economics of the Transition
How do you fund a transition whose most valuable investments produce nothing to demo?

5.1 The Leader's Own Practice
What does the AI-Native transition look like at the leader's own desk?
5.2 The Human Reckoning
What does an AI transition feel like from inside the workforce?
5.3 What Humans Bring
What can humans do that AI cannot?
5.4 AI for Thinking
What is the difference between using AI to think and letting AI do the thinking?
5.5 The Up-Leveling Aspiration
What becomes possible when a worker has AI alongside them?
5.6 Passion as the Engine
What makes someone care about their work, and what does their brain require of it?
5.7 The Hidden Expertise: AI as Expander of Who Gets to Be Skilled
Who becomes skilled in a domain when AI lowers the barrier to entry?
5.8 Mattering: When the Work Stops Needing You
What happens to a person when the work stops needing them?
5.9 What Must Be Unlearned
What habits of mind no longer serve the AI-Native worker?
5.10 Who Works Here Now: Designing the AI-Native Workforce
Who works here now, and how do we design that?
5.11 Designing Roles and Teams
How does a team design the roles it will hold?

6.1 Human Practices: How Teams Stay Human in an AI-Saturated World
What does a team do to keep the human work alive day to day?
6.2 Moments That Matter
Where in the work does human presence matter most?
6.3 Cultivating Passion in an AI-Native Workplace
What does passion have to do with AI?
6.4 Up-Leveling How We Produce, Communicate, and Share
How does a new toolbox change the type of output a team generates, the way they communicate, and how they share knowledge?
6.5 Credit for the Human Part
Who gets the credit when an agent did part of the work?

7.1 The Feedback Loops
Why do AI transformations keep producing the same problems?
7.2 The Iceberg: Finding Where Change Takes Hold
What actually makes change last?
7.3 Measuring the Transition
What can the numbers tell you about whether your transition is real, and what can they not tell you?

8.1 Day in the Life, Week in the Life, Month in the Life
What does AI-Native work look like on an ordinary day?
8.2 The Honest Stories: Where This Has Gone Wrong
What does it look like when an AI-Native transition goes wrong?

9.1 Arc5 and Nodalix: Why This Combination, Why Now
What kind of partner does this work require?
9.2 The Alignment Sprint
How does a leadership team begin?
9.3 Beyond the Workshop
What does sustained work on this look like over time?
9.4 Designer Notes
What does it actually take to run one of these sessions?

10.1 A Note on Who Is Writing This
Who has the standing to write about AI-Native?
10.2 What We Believe
What is worth committing to as this transition unfolds?