Key Challenges in Home Care

Ask a home care agency owner where the real fight is, and it's rarely the caregiving itself. It's finding someone who'll show up for a case in a rural zip code. It's re-entering the same client information into three different systems before a shift can even be scheduled. It's watching a state auditor flag a late EVV clock-in that a supervisor never saw coming.

None of this shows up on a client satisfaction survey, but all of it shows up on the P&L, in overtime, in turnover, and in Medicaid claims denied over a technicality.

Caregiver recruitment, retention, and turnover

Caregiver recruitment, retention, and turnover

the single biggest cost and capacity constraint in the business; every open shift is lost revenue and a client relationship at risk.

Scheduling, visit-fill, and EVV compliance

Scheduling, visit-fill, and EVV compliance

every late clock-in or missed visit threatens a Medicaid claim and a compliance audit at the same time.

Fragmented state Medicaid & MLTSS rules

Fragmented state Medicaid & MLTSS rules

the same service can mean five different authorization and billing paths, depending on the state, or even the county, a client lives in.

Low IT maturity and budget

Low IT maturity and budget

most agencies run lean, without a data or IT team on staff to connect the systems they already have.

The Platform Landscape We Work With

Home care runs on a patchwork of systems, and that’s fine. Inferenz doesn’t ask an agency to rip any of it out. Caregence connects to the agency management platform, the EVV system, the payer portals, and the recruiting tools already in use, and turns them into one coherent data layer. Below is the landscape we typically integrate with; if a system isn’t listed, it’s very likely we can still connect to it.

CategoryCommon Platforms & Systems
Agency management / EHRAxisCare, AlayaCare, ClearCare (WellSky), HHAeXchange, Careficient, Smartcare
Electronic Visit Verification (EVV)HHAeXchange, Sandata, Tellus, and state-mandated aggregators
Payer & billingState Medicaid / MLTSS managed care organizations, private-pay billing systems
Workforce & payrollNative platform scheduling, ADP, Paychex
HR & recruitingApplicant tracking systems, background-check and credentialing services
CRM & referral sourcesSalesforce and other referral-source sales CRMs
Caregiver & family communicationSMS platforms, mobile caregiver apps
Cloud & data infrastructureSnowflake, Databricks, Azure, AWS — for agencies operating at scale
Deploys on your own cloud environment where one exists — no forced migration, no data lock-in.

What Caregence™ Delivers

Caregence™ is Inferenz's healthcare-native agentic AI platform — not a generic automation tool retrofitted for healthcare, but a system built from the ground up around care workflows and HIPAA-grade governance. It runs on six connected pillars: a unified data model, predictive analytics, a library of skills and agents, an agent orchestrator that coordinates them, a no-code workflow builder, and pre-packaged use cases. For a home care agency, that translates into one practical outcome: the systems already in use: the agency management platform, the EVV vendor, the payer portals, etc. These systems start acting in concert instead of requiring a person to bridge them by hand.

  • Skills & Agents
  • Predictive Analytics
  • Typical Use Cases

Caregence ships with ready-to-use AI agents built for real operations, connected to existing systems through an interoperable, MCP-based framework. The agents most relevant to home care:

Front Door Agent

Front Door Agent

automates intake, eligibility checks, scheduling, reminders, check-ins, and outreach, escalating to a human only when it has to.
Authorization Agent

Authorization Agent

retrieves the clinical and eligibility data an MLTSS or Medicaid authorization needs, completes the forms, submits them, and tracks status end to end.
Matching & Scheduling Agent

Matching & Scheduling Agent

matches clients to the best-fit caregiver based on skill, geography, language, preference, and other configurable rules with dynamic weighting.
Operational Summarization Agent

Operational Summarization Agent

turns visit notes, EHR data, and caregiver observations into clear, actionable summaries for supervisors.
Caregence Copilot

Caregence Copilot

an enterprise-wide assistant that helps office staff navigate systems, answer questions, and complete tasks without switching screens.
Billing & Claims Agent

Billing & Claims Agent

submits hospice claims and notices of election, tracks cap-related revenue exposure, and flags or resolves denials before they threaten reimbursement.
Know more about Caregence™ Agents here

Caregence’s predictive models give agencies early visibility into risk, staffing demand, and compliance gaps, drawing on patterns across intake, visit, and behavioral data. The categories most relevant to home care:

Start of Care & Intake Prediction

Start of Care & Intake Prediction

flags eligibility complexity, documentation gaps, and onboarding delays before they happen.
Staffing, Matching & Demand Forecasting

Staffing, Matching & Demand Forecasting

forecasts workload peaks and ranks caregivers by case-success probability, reducing failed visits and mismatches.
Readmission & Deterioration Forecasting

Readmission & Deterioration Forecasting

reads vitals, notes, and behavioral signals from daily visits to flag early decline.
Risk, Compliance & Care-Gap Prediction

Risk, Compliance & Care-Gap Prediction

evaluates missed tasks, documentation variance, and visit patterns to surface compliance risk before an audit does.
Revenue & Reimbursement Forecasting

Revenue & Reimbursement Forecasting

predicts cap exposure and reimbursement risk tied to level-of-care shifts, so revenue-threatening changes surface before they hit the books.
Post-Care & Outcome Prediction

Post-Care & Outcome Prediction

forecasts the follow-up touchpoints and outreach that keep a client engaged and reduce escalations.
Know more about Caregence™ Predictive Models here

These are the workflows Inferenz typically stands up first for a home care agency, each powered by a specific combination of agents and predictive models.

Caregiver-client matching & schedule optimization

Caregiver-client matching & schedule optimization

powered by the Matching & Scheduling Agent and Staffing & Demand Forecasting models.
Intake & MLTSS authorization automation

Intake & MLTSS authorization automation

powered by the Front Door Agent and Authorization Agent.
EVV exception handling & compliance

EVV exception handling & compliance

powered by Risk, Compliance & Care-Gap Prediction and no-code workflow automation.
Fall & deterioration risk from daily observations

Fall & deterioration risk from daily observations

powered by Readmission & Deterioration Forecasting.
Caregiver & family outreach, no-show prediction

Caregiver & family outreach, no-show prediction

powered by the Front Door Agent and Staffing & Demand Forecasting.
Recruiting & onboarding automation

Recruiting & onboarding automation

powered by the Workflow Builder and Operational Summarization Agent.
Know more about Caregence™ Use Cases here

Why Home Care Agencies Choose Inferenz?

Purpose-built for healthcare, not adapted for it

every agent and model is designed around care workflows and compliance from day one.

No-code by design

office staff and operations leaders can build and adjust workflows themselves, without waiting on a developer most agencies don't have.

Works with what you already run

connects to AxisCare, AlayaCare, HHAeXchange, and your EVV vendor through MCP, without a forced migration.

Governed and auditable

every match, authorization, and exception is explainable and traceable, built for Medicaid audit standards

Real-World Impact

Adoption of AI in healthcare with Caregence™ changes how care is delivered, measured, and scaled, beyond the cost-effective nature of operations.

45% less

administrative load

5x faster

onboarding

30% better

caregiver allocation

Explore the Full Continuum

Hospitals and clinics are one part of the picture. The same data foundation and Caregence™ agents extend across the entire care journey:

Hospitals & Ambulatory

Hospitals & Ambulatory

Discharge routing, prior auth, documentation, and referral capture across health systems and clinics.

Read More
Home Health

Home Health

OASIS accuracy, prior auth, clinician routing, and readmission prevention across skilled home health agencies.

Read More
Hospice & Palliative

Hospice & Palliative

Eligibility screening, HOPE compliance, IDG coordination, and family communication at the end of life.

Read More

Let's connect home care to what happens next.

A short call with a home care AI strategist is usually enough to know if there's a fit.

Book a 20-Minute Strategy Call