Universal Intelligence Platform

Intelligence Engines

82 Specialized Actuarial Engines for Healthcare Analytics

Modular, composable intelligence for forecasting, risk modeling, and decision automation

82+

Active Engines

Forecasting & Trend

12 specialized engines

Medical Trend Forecasting

Time-series forecasting for medical cost trends

Rx Trend Forecasting

Pharmacy trend forecasting with drug pipeline analysis

Monte Carlo Forecasting

Probabilistic forecasting with uncertainty quantification

Catastrophic Claims Forecasting

Tail risk modeling for extreme healthcare events

Dental Trend Analysis

Dental claims forecasting and cost trend analysis

Vision Trend Analysis

Vision benefits trend forecasting and utilization modeling

Inflation Decomposition

Medical inflation attribution by component drivers

Provider Unit Cost Trend

Provider contract rate inflation and unit cost forecasting

Utilization Trend Engine

Service utilization forecasting across categories

Drug Pipeline Forecasting

FDA pipeline impact modeling for specialty drugs

Healthcare Inflation Attribution

Root cause analysis of medical trend drivers

Cost Elasticity

Member cost-sharing impact on utilization

Data Normalization

8 specialized engines

Geographic Normalization

Cost adjustments for geographic variation

Age/Gender Risk Adjustment

Demographic risk normalization

Case Mix Adjustment

Severity and acuity normalization

PMPM Normalization

Per-member cost standardization

Seasonality Adjustment

Temporal pattern normalization

Credibility Weighting

Statistical credibility for small populations

PEPY Normalization

Per-employee-per-year cost standardization

Benefit Richness Scoring

Plan design normalization for benchmarking

Risk Analytics

10 specialized engines

High-Cost Claimant Prediction

Predictive modeling for catastrophic claim probability

Large Claimant Prediction

Machine learning for high-cost member identification

Stop-Loss Laser Prediction

Individual member laser prediction modeling

Chronic Disease Progression

Disease trajectory forecasting and intervention timing

Hospital Admission Prediction

Inpatient admission probability modeling

Readmission Prediction

30-day readmission risk scoring

Fraud Prediction

Anomaly detection for fraudulent claims

Waste, Fraud & Abuse Detection

Payment integrity and improper billing detection

Litigation Probability

Legal risk scoring for plan operations

Regulatory Exposure

Compliance risk quantification

Interventions

12 specialized engines

GLP-1 Financial Impact

Obesity drug cost modeling and PMPM impact

Gene Therapy Exposure

Ultra-high-cost therapy financial modeling

Oncology Cost Projection

Cancer treatment cost forecasting

Site of Care Migration

Cost optimization through care setting shifts

Network Disruption Modeling

Provider network change impact analysis

Reference-Based Pricing Savings

Medicare-based payment strategy modeling

Direct Contracting Valuation

Direct provider contract financial modeling

Centers of Excellence ROI

Bundled payment program value quantification

Bundled Payment Modeling

Episode-based payment strategy analysis

Plan Migration Simulation

Plan design change financial modeling

Wellness ROI

Prevention program value measurement

Employer Cost Shifting

Member cost-share impact modeling

Pharmacy Intelligence

9 specialized engines

Specialty Pharmacy Economics

High-cost drug financial modeling

Biosimilar Adoption Modeling

Biologic to biosimilar conversion forecasting

Rebate Optimization

PBM rebate strategy financial modeling

PBM Spread Pricing Detection

Hidden pharmacy margin identification

Formulary Analytics

Drug tier optimization modeling

Rx Adherence Prediction

Medication compliance forecasting

Member Churn Prediction

Pharmacy benefit attrition modeling

Payment Integrity Analysis

Pharmacy claims audit and recovery

Episode of Care Valuation

Treatment pathway cost modeling

Governance & Compliance

10 specialized engines

ERISA Fiduciary Risk Scoring

Plan sponsor legal exposure quantification

PBM Contract Scoring

Pharmacy benefit agreement risk assessment

Stop-Loss Contract Scoring

Reinsurance contract evaluation

Hidden Revenue Detection

Vendor compensation transparency analysis

Audit Readiness Scoring

Plan documentation completeness assessment

Conflict of Interest Analysis

Vendor relationship risk scoring

Governance Maturity Assessment

Fiduciary practice evaluation

Board Oversight Scoring

Director engagement measurement

AI Governance

AI decision transparency and audit trail

Compliance Monitoring

Regulatory adherence tracking

Clinical Intelligence

8 specialized engines

IBNR Reserve Modeling

Incurred-but-not-reported claims estimation

Board Reporting Engine

Executive-level healthcare analytics

Behavioral Health Utilization

Mental health service forecasting

Disability Forecasting

STD/LTD claim probability modeling

Dependent Eligibility

Coverage fraud detection and auditing

Documentation Completeness

Plan document audit scoring

Decision Traceability

Fiduciary decision documentation

Procurement Integrity

Vendor selection process evaluation

Workforce Analytics

7 specialized engines

Workforce Health Risk

Employee population health risk stratification

Absenteeism Forecasting

Medical absence trend prediction

Presenteeism Impact

On-the-job productivity loss measurement

Productivity Loss Valuation

Health-related work output impact

Workforce Demographics

Population aging and retirement modeling

Talent Retention Risk

Benefits competitiveness assessment

Benefit Plan Design

Coverage optimization modeling

Enterprise Value

6 specialized engines

EBITDA Enhancement

Enterprise value creation through healthcare cost reduction

Enterprise Value Creation

M&A healthcare cost synergy modeling

Benefit Harmonization

Post-merger benefit integration

Vendor Compensation Transparency

Hidden fee and revenue stream detection

TPA Governance Scoring

Third-party administrator oversight

Member Cost Burden

Employee out-of-pocket expense modeling

Showing 82 engines across 9 categories