Overview

By analyzing patterns across clinical, operational, behavioral, and historical data, Caregence™ helps teams act proactively - from intake to post-care.
Predictive intelligence strengthens decision-making across the entire care continuum, enabling safer, faster, and more reliable care delivery.

What Caregence™ Predictive Models Deliver

Caregence™ runs predictive intelligence across the critical stages of care - anticipating needs, preventing issues, and guiding operational decisions in real time.

Start of Care & Intake Prediction

Begin care with clarity and confidence.

Models evaluate risk profiles, eligibility complexity, documentation gaps, authorization likelihood, and potential onboarding delays.

Supports
  • Identifying high-risk patients at intake
  • Predicting SoC delays or failure points
  • Guiding level-of-care decisions

Care Planning & Pathway Prediction

Build smarter plans from day one.

Models recommend visit frequency, anticipate care pathway needs, and estimate resource requirements per patient.

Supports
  • Accurate visit and service planning
  • Early intervention prioritization
  • Resource forecasting

Readmission & Deterioration Forecasting

Stay ahead of decline.

Analyzes vitals, notes, medication adherence, mobility patterns, and behavioral signals to flag early deterioration.

Supports
  • Rising-risk patient detection
  • Preventing avoidable hospitalizations
  • Supervisory escalation and reassessment

Staffing, Matching & Demand Forecasting

Ensure the right person is available at the right time.

Forecasts demand, predicts workload peaks, and ranks caregivers based on case success probability.

Supports
  • Weekly/monthly staffing needs
  • Regional or service-line demand surges
  • Reducing failed visits and mismatches
  • Reducing failed visits and mismatches

Utilization & Cost Prediction

Begin care with clarity and confidence.

Models evaluate risk profiles, eligibility complexity, documentation gaps, authorization likelihood, and potential onboarding delays.

Supports
  • Identifying high-risk patients at intake
  • Predicting SoC delays or failure points
  • Guiding level-of-care decisions

Risk, Compliance & Care-Gap Prediction

Protect care quality and documentation integrity.

Evaluates missed tasks, documentation variance, visit patterns, and condition progression to surface gaps and compliance risks.

Supports
  • Early care-gap detection
  • Documentation completeness
  • Targeted supervisory follow-ups

Post-Care & Outcome Prediction

Strengthen long-term outcomes beyond discharge.

Forecasts readmission risk, adherence likelihood, required touchpoints, and transitions to higher/lower levels of care.

Supports
  • Preventive post-care outreach
  • Patient/member retention
  • Transition-of-care planning

How Predictive Models drive Forward Looking Healthcare Outcomes

Predictive intelligence works hand-in-hand with Caregence Agents and the Caregence Platform to create a proactive, end-to-end workflow

Start of Care

Start of Care

Risk signals guide intake and authorization needs.

Care Planning

Care Planning

Resource and pathway predictions shape accurate plans.

Scheduling & Staffing

Scheduling & Staffing

Forecasts boost workforce planning.

Care Delivery

Care Delivery

Deterioration models enable timely action.

Supervision

Supervision

Risk flags direct reassessments and interventions.

Finance & Operations

Finance & Operations

Utilization and cost signals support better budgeting.

Compliance

Compliance

Care-gap detection strengthens audits and documentation quality.

Post-Care

Post-Care

Outcome predictions reduce readmissions and improve continuity.

The result

The result

More informed, predictable, and reliable operations across the care continuum

Benefits for Home
Care Agencies

Predictive intelligence ensures your teams act at the right moment - with the right information.

Early visibility into high-risk patients

More accurate staffing and resource planning

Better patient–caregiver matching

Fewer escalations and readmissions

Predictable financial cycles

Stronger documentation and compliance

Higher care quality with real-time insights

See how Caregence™ Predictive Models transform care operations

Talk to our team to explore how predictive insights can elevate your workflows from intake to post-care.

Book a Demo