Assurance Center

Assurance Center is the quality and remediation workspace at /measurement. Route access requires measurement:read unless a full-access role applies.

What it owns

• Measurement settings, baselines, quality and drift signals, fairness slices, and Assurance Alerts.
• Review of selected sampled runs and quality findings.
• Remediation Plans linked to the finding and source execution.
• Human annotations whose reviewer identity comes from the authenticated session.
• Quality findings classified by the canonical exception lifecycle.

The workspace has three views: Agent oversight, Quality review, and Behavior changes & spot-checks. Agent oversight carries Settings, Signals, Assurance Alerts, Bias & Fairness, and Remediation Plans. Behavior changes & spot-checks carries Assurance Alerts, Sampling Review, and Baseline Comparison.

Sampling configuration lives on Agent detail. Process Funnel lives on Process detail. Digest generation and chain verification live at /settings/diagnostics, restricted to full-access administrator roles. Execution context or governed Data Boundaries derive cohort membership automatically.

Assurance loop

flowchart LR
  E["Execution sample"] --> Q["Quality finding"]
  Q --> A["Assurance Alert"]
  A --> R["Remediation Plan"]
  R --> V["Validation sample"]
  V --> X["Evidence ready"]

Saved links for retired review routes resolve through tenant-scoped source data to Assurance Center or Incidents. A link with no identifier opens Assurance Center. Missing, stale, and cross-tenant references return an unavailable state.