| Attribute | Detail |
|---|---|
| What it is | A predictive Matching AI agent built on the Caregence platform |
| What it does | Matches caregivers to patients by skill, geography, workload, and preference, then keeps the schedule balanced as conditions change |
| Sits on top of | Your existing scheduling, HR, and EHR systems |
| Reads from | Scheduling data, HR records, EHR/EMR, GPS and travel data, caregiver certifications, patient care plans |
| Matching factors | Skill and certification fit, drive time, workload balance, patient preference, caregiver performance history |
| Output | Ranked caregiver recommendations, auto-filled shift assignments, burnout risk alerts |
| Delivery | Caregiver mobile app, scheduler dashboard, in-app notification, care coordinator routing |
| Time to match | Seconds after a shift opens or a referral comes in |
| Compliance | HIPAA compliant, PHI stays inside your environment |
A full schedule doesn't mean the right caregiver is on it.
Most home care scheduling softwaresolves for one thing: an empty slot. They don’t ask whether that caregiver speaks the client’s language, handles the commute, or has done wound care before. Coordinators fill that gap with memory, phone calls, and gut instinct. Then a caregiver calls out late on a Friday, and the fastest available match wins over the best one, thus putting caregivers and patients in disarray.
The gap between an open shift and the right caregiver is where turnover starts.
The five-step process of the Predictive Matching Agent
The agent runs five steps end to end. From an open shift or a new referral to a caregiver notified and briefed, the full sequence completes in seconds.
Adapts to what the setting needs, from a handoff to end-of-life continuity
Matches a discharging patient to a vetted home caregiver before they leave the building, so continuity of care starts on day one instead of after a missed follow-up call.
Fills every open shift with the caregiver who actually fits the client, not just whoever’s free first.
Pairs skilled-need patients to caregivers by certification and acuity, so a wound-care visit never lands on an aide who isn’t qualified for it.
Keeps one caregiver with a family through the entire journey, because continuity matters most when time is running out.
HIPAA compliant, deployed inside your environment
Better matching fixes scheduling headaches and shows up in numbers that matter
Shorter drive times and smarter routing pull operating costs down, visit after visit.
Fair, predictable workloads keep your best caregivers instead of losing them to burnout.
The same caregiver keeps returning to the same patient, and trust compounds with every visit.
Care feels personalized, not just efficient.
The patients get matched with their caregivers based on data, not bias.
Ensures fair, predictable assignments that keep caregivers longer than before.
See how the Predictive Matching Agent fills shifts, balances caseloads, and keeps your best caregivers/ nurses from walking out the door.
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