Care and Condition Management
Precisely identify who will have health events, drivers, cost and timing
Company profile
Company profile
Prealize Health is a predictive analytics technology company serving the health insurance underwriting and managed care markets. Founded in 2015 at Stanford University by Dr. Nigam Shah and Dr. Arnold Milstein, Prealize has developed MetisAI, a state-of-the-art healthcare claims foundation model based on transformer architecture. The company's platform enables precision underwriting for fully insured, self-insured, and PEO organizations, as well as proactive care management and member engagement strategies. Prealize's AI technology is purpose-built exclusively for healthcare, trained on healthcare data to predict not only the likelihood of future health events but also when those events will occur (time-to-event prediction). The platform serves insurance underwriters, actuaries, and care managers by providing actionable predictions that inform underwriting strategies, enable earlier clinical interventions, and identify members most likely to engage with care programs. Through its RiskInsight solution and partnerships with platforms like DataHub, Prealize delivers predictive intelligence directly into underwriting workflows. The company maintains an ongoing research partnership with Stanford University and holds HITRUST certification for data security. Prealize's mission is to transform healthcare from reactive to proactive, creating a new paradigm where accurate prediction empowers better health outcomes, reduced costs, and improved business profitability across the healthcare ecosystem.
Company description Prealize Health official website
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01 · Operating footprint
Company-profile context for clinical focus, customers, deployment, integration, milestones, and partnerships.
Api Only · Cloud Saas deployment with recorded integration context.
Recorded integration context: DataHub underwriting automation platform.
Company milestones
June 2026: Announced partnership with DataHub to expand access to RiskInsight underwriting tool across U.S. self-funded market. Ongoing platform enhancements to user experience and expansion of predictive endpoints.
Partnerships
02 · Flagship portfolio
Selected source-backed Company products and the available commercial context.
Precisely identify who will have health events, drivers, cost and timing
Precise underwriting for fully insured, level funded groups, PEOs, and stop-loss
Determine members' propensity to engage, channel preference, and engagement drivers
State-of-the-art healthcare claims foundation model for predictive analytics
AI-driven underwriting intelligence for fully insured, self-insured, and PEO organizations
03 · Research intelligence
Publications, preprints, clinical validation, and regulatory records in Evidence Position order.
Publications, clinical validation, and regulatory records connected to this Company appear here.
Research
... International Conference on Learning Representations · Apr 1, 2025
Fully automated prediction of liver fibrosis using deep learning analysis of gadoxetic acid-enhanced MRI.European radiology · Jun 1, 2021
Clinical validation
No linked records are currently available.
Regulatory
No linked records are currently available.
04 · Company-reported outcomes
Company-reported outcomes and customer stories are distinct from linked Research Intelligence evidence.
Compared to other solutions and traditional actuarial models
For insurance underwriters and actuaries
In underwriting decisions
Enabling care managers to improve outcomes and reduce costs
Through targeted, high-value engagement interventions
05 · Leadership
Leadership profiles and professional links from the current Company record.
Kyle Raffaniello
Chief Executive Officer
Peter Towle
Chief Financial Officer
Sri Gopalsamy
Chief Technology Officer
Dean Noble-Tolla
Chief Product and Analytics Officer
Mike Gold
Vice President of Business Development
Ian Pietz
Vice President of Product Innovation
Nigam Shah
Co-Founder
Arnold Milstein
Co-Founder
06 · Company updates
Recent articles published on Prealize Health's official website.
07 · HAIC coverage
Health AI Central reporting that mentions this Company.
No HAIC coverage is currently linked to this Company.
08 · Official presence
Curated official destinations from the active Company record.
09 · Market pathway
Other active Companies in the same market, selected alphabetically from the HAIC directory.
Market context
Companies providing AI-powered analytics for population health management, healthcare data integration and analysis, risk stratification, care gap identification, or value-based care analytics. Focuses on analyzing data across patient populations to improve outcomes at scale and enable data-driven decision-making across health systems.
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