Intelligence
Human-governed AI
AI produces drafts only. A person approves, edits or rejects, and that decision is the record.
AI enabled
Awaiting human review
2
Nothing auto-published
Approved with edits
2
Human authored final
Rejected
0
Discarded
Average confidence
86%
Self-reported by model
Guardrails: no clinical decision-making, no autonomous record writes, no billing submission. Drafts cite their sources, and the approving person is recorded as the author.
Review queue
Each draft shows model, confidence and the records it drew from
Incident SummaryINC-1042 — Fall with injuryaccessstar-doc-assist v2.4 · confidence 81% · Sep 13, 03:12
Sources: Incident INC-1042 · Witness statements (2) · Service event svc-1001
On approval this text is written into the official record INC-1042, attributed to the approver.
Approving records Dana Whitfield as author
Compliance ExplanationWhy are 8 completed services missing billing evidence?accessstar-ops-intel v1.9 · confidence 92% · Sep 14, 06:12
Sources: Rules engine BILL-06 · 8 service events · EVV exception log
This draft is advisory only — approving it records the decision without changing a service record.
Approving records Dana Whitfield as author
Generation history
| Kind | Subject | Model | Confidence | Generated | Reviewer | Decision |
|---|---|---|---|---|---|---|
| Service Note Draft | John Doe — Community Living Support, today 08:00–10:00 | accessstar-doc-assist v2.4 | 88% | Sep 14, 07:48 | Sarah Johnson | edited approved |
| Incident Summary | INC-1042 — Fall with injury | accessstar-doc-assist v2.4 | 81% | Sep 13, 03:12 | — | pending |
| Record Summary | Naomi Clarke — 90-day record summary | accessstar-doc-assist v2.4 | 76% | Sep 12, 09:12 | Priya Raman | approved |
| Compliance Explanation | Why are 8 completed services missing billing evidence? | accessstar-ops-intel v1.9 | 92% | Sep 14, 06:12 | — | pending |
| Document Extraction | Authorization letter AUTH-2026-44190 | accessstar-extract v1.3 | 95% | Sep 11, 09:12 | Owen Kessler | edited approved |
AI governance audit
| Timestamp | Reviewer | Action | Outcome | Reason |
|---|---|---|---|---|
| Sep 13, 03:12 | AI Assistant (governed) | AI draft generated — pending human review | draft | Requested by Renee Alvarez |