QA Lead
Oversight
Portfolio rollup
Review outcomes across agencies and care settings.
Notes reviewed
1,200
Home health, across 3 agencies
Auto approved
80%
Cleared without a person reading the full note
Flagged for review
20%
Routed to a human with a stated reason
Care settings
3
Illustrative coverage view: 1 measured, 2 open questions
Notes by care setting
Illustrative dataOverall split
Illustrative dataHome health only
By organization
Illustrative data| Organization | Setting | Notes reviewed | Auto approved | Flagged | Live queue | Open |
|---|---|---|---|---|---|---|
| Sample Agency 1 | Home Health / OASIS | 600 | 80% | 120 | 2 | |
| Sample Agency 2 | Home Health / OASIS | 400 | 90% | 40 | 2 | |
| Sample Agency 3 | Home Health / OASIS | 200 | 60% | 80 | 1 | |
| Sample Facility 4 | Skilled Nursing / MDS | Not yet measuredView setting | - | |||
| Sample Agency 5 | Hospice / Recertification | Not yet measuredView setting | - | |||
AI feedback loop
Reviewer feedback to the model
Correct flag1
Model missed context1
Documentation gap0
Recurring patterns from reviewers are used to tune the evaluation ruleset.