The Transformation Blueprint
A composite beauty company mapped duty by duty into agent/human ownership - the flagship worked example.
Organisational Intelligence
Research on how people and AI run organisations together. People keep the judgment and the ownership, AI takes on the routine load, and the organisation gets smarter because the two combine, not because anyone is replaced.
Organisational Intelligence is the research practice of Karl Khang, a commercial and analytics operator of fifteen years. More at karlkhang.com.
Artifacts
- 01
- 02
The Harness
An agent-run org: Claude Code orchestrating disposable frontier-model workers in isolated worktrees - $1.25 for the first four-model pilot.
- 03
Four Models, One Brief
Grok, Kimi, and Qwen ran an identical brief, graded by mutation testing - the pilot case study.
- 04
The Roster
Frontier AI models ranked by intelligence, latency, speed, and cost.