AI Assistant
Human review queue
Prompt versions, source references, safety flags and accepted versions are controlled before AI output can affect a workflow.
Review queue
review3
Drafts waiting for a human decision
Registered prompts
ready4
Versioned prompts with source rules
Safety flags
warning3
1 critical flags
Model runs
review4
75% average evaluation
Review decision
0/100Support note wording
gpt-5-review - 91% confidence - Support note NOTE-441
Draft wording only. Worker should verify that it preserves the observed support and participant response.
Decision is still required.
NOTE-441 excerpt, Participant goal G-12
No protected workflow action detected.
Safety flags
0No safety flags on this draft
Protected actions stay blocked
- AI output can draft explanations, but cannot submit claims, close incidents, approve invoices or alter budgets without a human workflow decision.
Model telemetry
Evaluation
75%
1 low scoring
Latency
1638 ms
Average provider response
Cost
52.8c
4,390 tokens
Guardrails
2
Failed checks
4 provider runs recorded against draft outputs.
1 runs need prompt review.
2 failed guardrail checks must remain blocked.
| Status | Evaluation | Latency | Tokens | Cost | Guardrails | ||
|---|---|---|---|---|---|---|---|
| OpenAI | gpt-5-review | completed | 91% | 1280 ms | 1460 | 19.8c | 3/3 |
| OpenAI | gpt-5-review | degraded | 74% | 2420 ms | 1190 | 15.7c | 3/3 |
| OpenAI | gpt-5-review | failed | 52% | 1860 ms | 910 | 11.1c | 1/3 |
| Azure OpenAI | gpt-5-mini-review | completed | 84% | 990 ms | 830 | 6.2c | 3/3 |
Review queue
| Draft | Confidence | Flags | Status |
|---|---|---|---|
Support note wording Support note NOTE-441 | 91% | None | needs human review |
Invoice OCR extraction Provider invoice PINV-203 | 58% | 1 | needs human review |
Claim readiness explanation Claim CLAIM-144 | 62% | 2 | needs human review |
Prompt registry
| Prompt | Controls | Status | |
|---|---|---|---|
Support note refinement v4 - support_note | support_note_refinement | Draft only, No new facts, Cite note excerpt | Active |
Invoice OCR explanation v3 - provider_invoice | invoice_extraction | Confidence threshold, Source required, Human correction | Active |
Claim readiness explainer v2 - claim | claim_admin | No submission, Validation evidence, Reviewer approval | Active |
Incident learning draft v1 - incident | incident_learning | No closure, Manager review, Practice-standard mapping | Draft |