Nurse
Evidence-Based Pathway Compliance & Resource Optimization
The Business Problem
A Nurse Manager must reduce ERG severity escalation by ensuring patients follow conservative-care pathways (e.g., physical therapy before imaging). This requires real-time visibility into which patients are deviating, which clinics have PT availability, and which payers require prior authorization.
The integration complexity:
- EHR: Real-time ETG status monitoring, PT follow-up tracking, and pathway deviation detection
- ERP: Clinic staffing levels, PT appointment availability, and capacity by location
- RCM: Prior authorization requirements per payer and denial patterns tied to documentation gaps
- Unstructured (100+ docs): Evidence-based care patterns (GitHub), payer-specific authorization rules (OpenAPI YAML), clinical documentation requirements
The analytical complexity:
- Flag patients deviating from conservative-care pathways in real-time
- Cross-reference PT availability at nearby clinics against patient insurance coverage
- Determine if prior authorization is required and whether it's been filed
- Prioritize interventions by severity escalation risk
Why RAG + LangChain fails:
| Requirement | Failure Mode |
|---|---|
| Real-time monitoring | Cannot monitor real-time ETG status changes |
| Scheduling integration | Cannot query clinic scheduling systems for PT availability |
| Authorization logic | Cannot apply payer-specific prior authorization logic dynamically |
| Cross-system recommendations | Cannot correlate across all three systems to generate actionable recommendations |
How Zenera Solves It
Zenera's agentic execution
- 1Real-time EHR monitoring: Agent subscribes to enterprise EHR platform ADT feeds, detects when imaging orders bypass PT evaluation
- 2Clinical guideline reasoning: Agent references GitHub-stored best-practice pathways, identifies "red-flag indicators" that would justify early imaging
- 3Availability matching: Agent queries ERP scheduling system, finds PT slots at nearby clinics matching patient's insurance
- 4Authorization logic: Agent parses payer OpenAPI YAML specs, determines authorization requirements for both PT and imaging
- 5Prioritized alerting: Agent ranks patients by severity escalation risk, surfaces highest-priority interventions first
Operational Impact
34% reduction in ERG severity escalation within 90 days