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The Engineering Discipline
The 7 Design Systems for AI.
The structural blueprint behind every AI Colleague. We publish it so you can read exactly how we engineer, from how knowledge is scoped to how trust is enforced, before any sales conversation.
Discipline 01
System Design
The AI Colleague's architecture is coherent and production-ready.
Discipline 02
Tool & Contract Design
Tool calls, APIs and integrations have clean, versioned contracts.
Discipline 03
Retrieval Engineering
Knowledge and RAG layers are well-engineered and scoped.
Discipline 04
Reliability Engineering
Errors, retries and edge cases are handled gracefully.
Discipline 05
Security & Safety with HITL
Access boundaries and human-in-the-loop discipline are respected.
Discipline 06
Evaluation, Observability & Verifiability
Outputs can be programmatically verified before human approval.
Discipline 07
Product Thinking
Designed around real workflows, not technical capabilities.
Read it before the demo.
Every AI Colleague is justified against all seven disciplines.
See it governed