Oversight
What the AI drafted vs. what the RD decided — across all facilities
By note signed-date.
Accept-as-is
—
signed unedited
Mean edit
—
of note text
QA avg
—
completeness
Auto-flagged
—
into review
Pending review
—
awaiting co-sign
Briefs signed
—
this session
Decision mix— signed briefs
— Signed as-is
— Edited, then signed
— Flagged for review
Each signed brief is classed by what the RD did with the AI draft: signed unchanged, edited before signing, or routed to review. The human is always in the loop; review routing is tracked per-RD to surface miscalibration.
By facility
| Facility | RDs | Briefs | Accept-as-is | Mean edit | QA | High flags |
|---|---|---|---|---|---|---|
| Loading facilities… | ||||||
Facilities with edit % or high-flag counts above the cohort norm are surfaced here for calibration review.
All facilities
QA completeness distribution
Loading scored notes…
AI quality — what RDs change
Loading AI-edit analysis…