# Chris Gagné: AI Transformation \& Enablement \| AI\-native operating models for software orgs \| Agentic tools for delivery flow \& incident learning \| 20 yrs: PagerDuty patent, StubHub production ML

> I lead whole\-system AI transformation and coach the leaders carrying it: the value comes only when the whole organisation is redesigned around AI\.

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## Pages
- [About Chris Gagné](https://chrisgagne.com/about/): Twenty years across product, organisational design, and coaching, on four continents; these days from Nelson, New Zealand\.
- [The Operating\-Model Diagnostic](https://chrisgagne.com/diagnostic/): Fixed fee\. Four to six weeks\. One value stream\. Five artefacts built with your people, one falsifiable experiment, and the default at the end is stop\.
- [Come Prepared to Die](https://chrisgagne.com/come-prepared-to-die/): An engineering leader’s field guide to the leadership paradigms AI is exposing\. The death in the title is the old paradigm and the identity built on it; every chapter stands alone\.
- [How Coaching Works With Me](https://chrisgagne.com/coaching-practice/): How my developmental coaching runs: the method, the two confidentiality rules, where coaching ends and clinical care begins, and the practicalities\.
- [Home](https://chrisgagne.com/): Your engineering leads help builders cross to AI\-native work\. I do the parallel work at the organisational layer: operating models, leaders, learning\.
- [Minimum Viable Bureaucracy — A Field Guide](https://chrisgagne.com/minimum-viable-bureaucracy/): The smallest set of shared rules that keeps a technology organisation coherent while it learns fast, written as a handbook you can fork\. The operational companion to Come Prepared to Die\.
- [Delivery Intelligence](https://chrisgagne.com/delivery-intelligence/): It reads a team’s own work\-tracking data and makes the waiting visible: queues, priority inversions, unplanned work\. Not a product I sell; the analysis I used to do by hand, turned into software\.
- [Run My Own Checklist On Me](https://chrisgagne.com/vetting/): Come Prepared to Die gives you a checklist for vetting practitioners like me\. It would be odd if I were exempt\. My answers, in writing, before we ever speak\.

## Posts
- [Analysis vs recognition](https://chrisgagne.com/4906/analysis-vs-recognition/)
- [Socialised vs self\-authoring vs self\-transforming](https://chrisgagne.com/4878/socialised-vs-self-authoring-vs-self-transforming/): Chapter 12 of Come Prepared to Die\. Robert Kegan's three developmental stages, and the capacity that lets a leader disagree with a confident voice, including an AI's\.
- [Just This](https://chrisgagne.com/4867/cptd-ch11-just-this/): Every framework in this book is a tool for contact with what is, and a trap the moment you obey it instead of using it\.
- [Attached to outcome vs attached to inquiry](https://chrisgagne.com/4701/attached-to-outcome-vs-attached-to-inquiry/): Chapter 10 of Come Prepared to Die\. You defended a decision after it failed\. But the decision was a hypothesis, and a hypothesis that fails is data\. What you ultimately defended wasn't the decision, it was your identity\. Reading the result and protecting yourself are two different jobs, and the second one eats the first\.
- [Output vs outcome](https://chrisgagne.com/4477/output-vs-outcome/): Chapter 9 of Come Prepared to Die\. You shipped more this quarter than last, and your customers are no better off\. Which number is the work actually being judged on?

## Categories
- [Operating Models \& Flow](https://chrisgagne.com/category/operating-models-flow/)
- [Come Prepared to Die](https://chrisgagne.com/category/come-prepared-to-die/)
- [Product \& Building](https://chrisgagne.com/category/product-building/)
- [Contemplative Practice](https://chrisgagne.com/category/contemplative-practice/)
- [Signals \& Prescience](https://chrisgagne.com/category/signals-prescience/)

## Optional
- [Sitemap index](https://chrisgagne.com/sitemap_index.xml)