The governance failure
is already installed.
Hillary Njuguna · Intelligence Architecture · KL / UTC+8
The Diagnosis
You are deploying AI agents faster than your safety protocols can track them.
Read the Warning →The Instruments
Multiple models working together. One human conductor. Better decisions emerge from the system, not from any single part.
Run a session →The Rules
Core principles that protect your deployment, even when the models fail.
12 active rules
Browse the corpus →Air France 447
Autopilot disengaged. Crew lost awareness.
Flash Crash
Algorithmic loop. $1T gone in 36 minutes.
Mata v. Avianca
AI brief with hallucinated citations.
Replit Incident
Subtle logic error. Production cascade.
Anthropic Research
Models can't explain their own failures.
PocketOS
Autonomous agent exceeded permissions.
This pattern is not an accident. It is a structural failure.
Read the full analysis →Readiness Assessment
CIR v2.0 · $50Five dimensions of AI governance readiness. Self-assessment with gap analysis and prioritised recommendations.
Start assessment →Architecture Specification
GIS · from $24950+ page formal architecture for deploying AI systems under governance constraints. 12 modules.
View specification →