HAI Framework
Human AND Artificial Intelligence
Human AND Artificial Intelligence
AI has a transparency crisis. Who did what? What are you paying for? HAI is a framework that makes visible what was human and what was AI — in every piece of work.
The name says it: Human AND Artificial Intelligence. The conjunction is the point — it's about partnership, not replacement. HAI is a philosophy, a mental model, a process, a communication system, and a technical system. It works at any team size, with any tools, in any domain.
Three Ways In
Understand HAI in depth — philosophy, mental model, process, and communication system. The complete methodology, openly shared.
Adopt HAI in 15 minutes. Five steps: understand work modes, assess your first item, tag it, communicate it, retrospect.
How HAI tracked the development of a 250+ endpoint platform. Real numbers, real assessments, real learnings.
“If someone is selling you AI strategy but won't tell you how much AI was involved in creating it, ask yourself why.”
A Philosophy
Open source, open wisdom. Transparency and cost honesty as values.
A Mental Model
Two parallel tracks — specification (human) and production (AI) — in partnership.
A Process
Workflow, assessment, phases, reassessment triggers, and retrospectives.
A Communication System
Templates and translations for clients, partners, and teams.
A Technical System
Database schema, dashboard integration, and tracking infrastructure.
Want us to implement HAI for your team?
Presentations, workshops, and full implementation consulting.
Ready to dive in?
Start with the Quick Start guide — five steps, fifteen minutes, no special tools required.