80 scored agentic AI use cases across payer operations, provider revenue cycle, clinical support, care coordination, and pharmacy. Each assessed against the Sprint Factory Use Case Selection Framework.
80 use cases
| Use Case | Domain | Category | Score |
|---|---|---|---|
| Medical Necessity & Prior Authorisation (Payer Side) | Payer Operations | Workflow | 4.35 |
| Claims Auto-Adjudication Sentinel | Claims Operations | Batch | 4.3 |
| AI Clinical Scribe & Note Generator | Clinical | On-Demand | 4.3 |
| Eligibility & Benefits Verification | Revenue Cycle Management / Patient Access | Real-Time | 4.25 |
| Risk Adjustment (HCC) Capture Agent | Finance & Actuarial | Batch | 4.2 |
| Denial Management & Appeal Generation | Revenue Cycle Management | On-Demand | 4.2 |
| HEDIS Quality Score Monitor | Quality & Compliance | Batch | 4.15 |
| Bed Management "Traffic Controller" | Clinical Operations | Real-Time | 4.15 |
| Provider Credentialing Agent | Network Operations | Workflow | 4.1 |
| Clinical Documentation Improvement (CDI) Coach | Revenue Cycle Management / Clinical | Real-Time | 4.1 |
| Drug Interaction Sentinel | Clinical/Pharmacy | Real-Time | 4.1 |
| Coordination of Benefits (COB) Detective | Claims Operations | Batch | 4.05 |
| Internal Compliance Auditor (Chart) | Compliance / Clinical Operations | Batch | 4.05 |
| Generic Substitution Advisor | Pharmacy/PBM | Batch | 4.05 |
| Grievance & Appeals Management | Compliance & Member Services | Workflow | 4.0 |
| Fraud, Waste & Abuse (FWA) Pattern Hunter | Compliance & Fraud Prevention | Batch | 3.95 |
| Underpayment Recovery Agent | Revenue Cycle Management / Finance | Batch | 3.95 |
| Post-Discharge Care Navigator | Care Management | Workflow | 3.95 |
| Immunisation Gap Agent | Population Health | Batch | 3.95 |
| Pharmacy Rebate Optimiser | Pharmacy Operations & Finance | Batch | 3.9 |
| Revenue Leakage Auditor (Charge Capture) | Revenue Cycle Management | Batch | 3.9 |
| Chronic Care (RPM) Monitor | Care Management | Real-Time | 3.9 |
| Pharmacy Prior Authorisation (Provider Side) | Pharmacy/Clinical | Workflow | 3.9 |
| Pharmacy Help Desk (Tier 1) | PBM | On-Demand | 3.9 |
| Subrogation Recovery Agent (Payer) | Claims Operations & Recovery | Batch | 3.85 |
| Actuarial Data Synthesiser | Finance & Actuarial | On-Demand | 3.85 |
| Patient Financial Counseling | Patient Access / Patient Services | On-Demand | 3.85 |
| Sepsis Early Warning Agent | Clinical | Real-Time | 3.85 |
| Surgical Clearance Coordinator | Operations/Clinical | Workflow | 3.85 |
| Medication Adherence Coach | Pharmacy | Workflow | 3.85 |
| Opioid Risk Scoring Agent | Pharmacy/Clinical | Real-Time | 3.85 |
| Network Adequacy Auditor | Network Operations & Compliance | Batch | 3.8 |
| Staffing & Nurse Ratio Optimiser | Clinical Operations | Batch | 3.8 |
| Physician Schedule Optimiser | Clinical Operations | Batch | 3.8 |
| Social Determinants of Health (SDOH) Screener | Care Management | Workflow | 3.8 |
| Care Gap Outreach (Gaps-in-Care) | Population Health | Batch | 3.8 |
| Drug Supply Chain Compliance (DSCSA) | Pharmacy/Compliance | Batch | 3.8 |
| Member Onboarding Concierge | Member Services & Enrollment | Workflow | 3.75 |
| No-Show Prediction & Intervention | Clinical Operations | Batch | 3.75 |
| Lab Result Interpreter (Patient-Facing) | Patient Engagement | On-Demand | 3.75 |
| Medical Knowledge Base Search | Clinical | On-Demand | 3.75 |
| Formulary Optimisation Agent | PBM | Batch | 3.75 |
| Broker Commission Auditor | Finance & Operations | Batch | 3.7 |
| Supply Chain & Surgical Kit Inventory | Clinical Operations | Real-Time | 3.7 |
| Patient Satisfaction (HCAHPS) Analyser | Quality / Patient Experience | Batch | 3.7 |
| Radiology Preliminary "Second Look" | Clinical | Real-Time | 3.7 |
| Referral Loop Closer | Care Coordination | Batch | 3.7 |
| Medication Synchronisation Agent | Pharmacy | Batch | 3.7 |
| 340B Program Compliance Auditor | Pharmacy/Compliance | Batch | 3.7 |
| Member Plan Selection Advisor | Sales & Member Enrollment | On-Demand | 3.65 |
| Payer Contract Modelling | Finance / Revenue Cycle Management | On-Demand | 3.65 |
| Clinical Trial Matching Agent | Research | On-Demand | 3.65 |
| Pre-Op Instruction Agent | Operations | Workflow | 3.65 |
| Clinical Pharmacist Review (MTM) | Pharmacy/Clinical | Batch | 3.65 |
| Rebate Reconciliation Agent | PBM/Finance | Batch | 3.65 |
| Intelligent Patient Triage (Urgent Care/ED) | Clinical Operations | Real-Time | 3.6 |
| Physician Credentialing Packet Generator | Medical Staff / Compliance | Workflow | 3.6 |
| Patient History Summary ("Highlight Reel") | Clinical | On-Demand | 3.6 |
| Drug Shortage Alternative Recommender | Pharmacy | Real-Time | 3.6 |
| Medical Records Release (ROI) | Compliance / Patient Services | Workflow | 3.55 |
| After-Hours Triage (Urgent Care) | Clinical Operations | Real-Time | 3.55 |
| Wound Care Progress Monitor | Clinical | Real-Time | 3.55 |
| Specialty Pharmacy Patient Onboarding | Pharmacy | Workflow | 3.55 |
| Prescriber Behavior Analyst | PBM/Compliance | Batch | 3.55 |
| Telehealth Technical Support | Clinical Operations | On-Demand | 3.5 |
| Palliative Care Identification | Clinical | Batch | 3.5 |
| Mail-Order Pharmacy Logistics | Pharmacy/Operations | Batch | 3.5 |
| Interpreter Routing Agent | Clinical Operations | Real-Time | 3.45 |
| Behavioral Health Crisis Detection | Clinical | Real-Time | 3.45 |
| Physical Therapy Progress Tracker | Clinical | Real-Time | 3.45 |
| Vaccine Clinic Scheduler | Pharmacy/Operations | Workflow | 3.45 |
| Nutrition & Meal Planning (Inpatient) | Operations | Batch | 3.4 |
| Compound Medication Formulation Assistant | Pharmacy | On-Demand | 3.4 |
| Urgent Care On-Site Pharmacy Manager | Pharmacy/Operations | Real-Time | 3.4 |
| Organ Transplant Waitlist Monitor | Clinical | Batch | 3.35 |
| Pill Identification Agent | Pharmacy/Clinical | On-Demand | 3.35 |
| Genetic Counseling Pre-Screen | Clinical | On-Demand | 3.3 |
| Patient Medication Education Video Generator | Pharmacy | On-Demand | 3.3 |
| Dermatology Triage | Clinical | On-Demand | 3.25 |
| Pediatric Developmental Milestone Tracker | Clinical | Workflow | 3.2 |
The Sprint Factory takes you from selection to a governed, production agent in 6 weeks.
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