Patterns
Implementation control library
Find the implementation control behind the gap.
138 implementation controls mapped to architecture, obligations and evidence. Search the problem; open implementation depth only when you need it.
Active Learning Loop
The Active Learning Loop pattern establishes a structured, closed-loop process by which enterprise AI models continuou…
AI Confidence Threshold Routing
The AI Confidence Threshold Routing pattern dynamically routes inference requests to different handling tiers — fully…
Annotation and Feedback Loop
The Annotation and Feedback Loop pattern defines the end-to-end architecture for collecting structured human annotatio…
Collaborative AI Decision
The Collaborative AI Decision pattern defines an architecture in which humans and AI jointly make decisions — the AI p…
Human Approval Gateway
High-stakes AI systems — those authorising transactions, making clinical recommendations, or influencing consequential…
Human Escalation Pattern
The Human Escalation Pattern defines the architecture for routing AI-handled requests to human experts when the AI's c…
Human Override Pattern
The Human Override Pattern provides a lightweight, universally applicable mechanism by which authorised humans can rej…
Hybrid Intelligence Pattern
The Hybrid Intelligence Pattern defines an architecture for systematically allocating each component of a complex task…