Captures logs, traces, metrics, and events emitted by every layer to support debugging, auditability, distributed tracing, and operational monitoring across the request lifecycle.
AI/ML / Multi Agent Refarch / Capabilities / DEV
Cross-layer telemetry collection
CCC.MARefArc.CP23
Related Threats
| ID | Title | Description |
|---|---|---|
| CCC.MARefArc.TH24 | Lack of explainability and traceable rationale | Black-box foundation models produce outputs without traceable rationale, leaving the firm unable to justify AI-driven decisions to regulators, stakeholders, or customers and allowing latent errors or biases to go undetected; observability and human oversight are the principal mitigating surfaces. |