AI-Native Transformation Framework
VisionFramework
GlossaryBlog
Français

Blog

Thoughts on AI, management, and organizational transformation.

rolesaitransformation

Your Role Is Not Your Tasks

The biggest barrier to AI transformation isn't technology. It's that people confuse what they do with who they are.

by François Lane
•2026-04-04•5 min read
managementaileadership

Managing AI Is Managing

Working with AI agents doesn't teach you to code. It teaches you to specify, delegate, and evaluate — the core of management.

by François Lane
•2026-03-12•5 min read
managementaicoordination

The Real 50x

Everyone talks about AI making individuals more productive. The bigger gain is eliminating coordination entirely.

by François Lane
•2026-03-12•4 min read

Framework

  • Vision
  • Reference Framework
  • AI Lab
  • Standards
  • Engineering for Unreliability
  • Glossary

Guides

  • Transition Guide — Employees
  • Transition Guide — Managers
  • Legacy Work Patterns
  • Role Evolution
  • Specification Engineering Guide

About

  • About this framework
  • Blog
  • Changelog

© 2026 François Lane. Licensed under CC BY 4.0.

Last updated: April 4, 2026