AI Clinical Workflow for DONs & VPs of Clinical in Senior Care (Daily, Weekly, Monthly, Quarterly)
For clinical leaders, AI clinical intelligence is not a new dashboard — it is a set of cadenced decisions . Daily, the DON reviews the ranked risk board at the morning huddle. Weekly, the Regional Clinical Director reviews cross-community trends. Monthly, the VP of Clinical presides over precision/recall and PIP review. Quarterly, the Board Quality Committee sees the portfolio pack.
How it works
- Daily — DON reviews ranked risk board at morning huddle (10 minutes)
- Daily — On-shift charge nurse receives shift-scoped page(s) for high-confidence events
- Weekly — Regional Clinical Director reviews cross-community trends (30 minutes)
- Weekly — QAPI trend brief refresh
- Monthly — VP of Clinical runs precision/recall + PIP review (60 minutes)
- Monthly — MOR line-of-sight tile: clinical-to-NOI attribution
- Quarterly — Board Quality Committee pack
On this page
This page is the concrete playbook — what to do, when, and why — so the AI surface earns its place in the operating rhythm rather than becoming another tab no one opens.
The huddle opens with the ranked risk board on-screen. The DON walks the top 5–10 residents at risk (varies by community size and acuity mix), assigns one action per resident, and closes out yesterday's flagged residents with an outcome disposition. Total time: 10 minutes for a 60-bed community, 15 for a 120-bed SNF. The residents that aren't on the board are, by definition, not the ones the DON needs to actively worry about — that is the point of the rank.
The weekly trend view answers two questions: (1) which of my communities are drifting? and (2) what is showing up across multiple communities that suggests a systemic issue? The RCD spends 30 minutes on it, annotates emerging trends, and forwards anything actionable to the VP of Clinical for the monthly Quality Committee review. This is where portfolio-scale coaching replaces reactive site visits.
The DON's day gets shorter, not longer . Instead of scanning the full census for early signs, the DON walks a ranked list of residents that the model has already surfaced. Chart review is targeted. Handoffs to the on-shift charge nurse are structured (source rows attached). The largest single time save is on the residents the DON doesn't have to actively worry about because they are ranked below threshold.
The VP of Clinical shifts from managing communities one at a time to managing communities by exception . The weekly regional digest surfaces drift; the monthly precision/recall review surfaces adoption issues; the quarterly Board Quality Committee pack surfaces systemic patterns. Direct community visits are still on the calendar — but they are targeted at the communities the platform has flagged, not on a rotation.
The clinical operating record — every risk flag, every disposition, every PIP — is the same record surveyors are entitled to review in scope. Communities that have run this workflow consistently enter survey conversations with documented QAPI activity, baseline data, and metric movement. That is materially different from producing reactive documentation after the survey scope is defined.
Key points
- No. The workflow overlays the EHR of record (PointClickCare®, MatrixCare®, ECP®, Yardi® EHR, or EHR-Lite). Documentation continues in the EHR.
- 2–4 weeks. The two-week dry-run against DON judgment is what builds trust; after go-live, monthly precision/recall reports maintain it.
- High-confidence, threshold-crossing events page the on-shift charge nurse directly with source rows and recommended assessment. The DON reviews overnight events at the next morning huddle.
- Every disposition, escalation, and outcome is captured in the operating record with a link back to the source AI signal. This is auditable, versioned, and BAA-scoped.
- Yes. The AI-mined QAPI trend brief is designed to slot directly into the Quality Committee agenda without adding a new meeting.
https://seniorcre.com/seniorcre-ai/clinical-intelligence/workflow-for-clinical-leaders