High-Risk Patient Outreach Agent

The work it takes off your plate

Care management teams struggle to identify rising-risk and high-utilizer patients before they escalate into avoidable ED visits or readmissions. Risk scores sit in siloed analytics tools, outreach lists are rebuilt manually in spreadsheets, and intervention documentation is inconsistent across care managers. Without prioritization, staff spend time on lower-acuity outreach while high-risk patients wait. The High-Risk Patient Outreach Agent continuously ranks patients by clinical and utilization risk, generates prioritized outreach worklists, and documents care management interventions in the EHR so programs can scale without losing quality or auditability.

How it works

The High-Risk Patient Outreach Agent monitors risk stratification feeds, utilization events, and open care gaps. It scores and prioritizes patients for outreach, recommends intervention pathways, routes tasks to care managers, and writes structured documentation of contacts and outcomes back to the care management record.

1. Step 1: Ingest Risk and Utilization Signals

   • Pull risk scores, ADT events, and recent utilization from EHR and analytics platforms
   • Identify rising-risk trajectories and high-utilizer cohorts
   • Normalize patient identity and care manager assignment

   Result: A unified, current risk panel is available for prioritization.

2. Step 2: Prioritize Outreach Worklists

   • Rank patients by acuity, preventable utilization risk, and gap urgency
   • Apply program eligibility and panel capacity rules
   • Generate daily prioritized outreach queues by care manager

   Result: Care managers receive actionable, capacity-aware outreach lists.

3. Step 3: Orchestrate Interventions

   • Recommend intervention pathways (call, telehealth, home visit, SDOH referral)
   • Trigger multi-channel outreach and schedule follow-ups
   • Escalate clinically urgent cases to clinical review

   Result: High-risk patients are contacted with the right modality and timing.

4. Step 4: Document and Close the Loop

   • Capture outreach outcomes and barrier codes
   • Write care management notes and intervention codes to the EHR
   • Update risk flags and measure impact on utilization

   Result: Interventions are documented, auditable, and feed continuous risk updates.

Why use it

• Risk-Based Prioritization. Focuses scarce care management capacity on patients most likely to benefit.
• Reduced Preventable Utilization. Drives timely outreach that can lower ED visits and readmissions.
• Consistent Documentation. Standardizes intervention capture for quality programs and audits.
• Scalable Caseloads. Automates list building so care managers spend time on patients, not spreadsheets.
• Program Visibility. Provides leadership dashboards on outreach completion and outcomes.