M10 · AI Care Insights

AI care insights

Suggestions only — never a diagnosis. A qualified person reviews every signal.

Simulated AI · no model is called

Human-in-the-loop: insights cite their sources and cannot change care plans, schedules or billing automatically.

Gwendolyn AchterbergPending

Visit notes mention reduced appetite on 4 of the last 6 visits. A coordinator may wish to review the care plan.

Visit note · Oct 27Visit note · Oct 29Visit note · Oct 31Visit note · Nov 1Medium confidence

Henri BoucherPending

Check-in times trended 18 min later than scheduled over 2 weeks; family message references lateness.

EVV log · 10 visitsMessage · Claire BoucherHigh confidence

Beatrice Okonkwo-HalePending

Authorized hours projected to be exceeded by ~3 h before month end at current pace.

Authorization #PA-2231Schedule · NovHigh confidence

Margaret Ellison-WardPending

Family engagement high; possible candidate for testimonial request (requires consent).

Portal activityNPS survey · 10/10Low confidence