Examples
Use cases and practical examples
This page highlights practical profile and package formats. No vanity metrics, only examples of structured representation and delivery.
System overview
Representation layer, registry logic, trust model, and canonical profile flow.
SystemFit and not-fit cases
Where canonical AI profiles drive value, and where this model is not the right tool.
FitAI site check
Readiness score with component-level breakdown, blockers and next steps.
DiagnosticQuality and publish flow
How canonical profiles pass quality gate before publication and delivery.
Quality