AI Reliability Console
Monitor behavior, manage risk, and ship confidently
Evaluation Studio / Decision Workspace
FAQ Assistant - Baseline Candidate A
PM decision flow for release readiness and risk sign-off.
Current decision
Ship
Confidence
80%
Open escalations
0
Disagreement rows
0
Decision Blockers
Issues that must be resolved before final ship/no-ship sign-off.
Top inference
Candidate A is stable but leaves performance margin compared with Candidate B.
No unresolved escalations. Run is ready for final PM decision.
Decision Actions
Choose the release outcome for this run.
Workflow Progress
Where this run currently stands in the review workflow.
This run is no longer in-flight. Continue with decision and reporting steps.
Coverage
Evaluation intent coverage included in this decision.
A/B Model TestCost Efficiency
Derived Metrics
Helpfulness: 86Information Density: 84Format Adherence: 95Coherence: 85
Primary Decision Metrics
Chosen Intent: Release Gate
Winner: Candidate B
Pass Rate (Candidate A): 91.9%
Critical Failure (Candidate A): 1.9%