HealthVerity eXOs

HealthVerity eXOs, powered by Medeloop, is an AI-native evidence studio designed for biopharma and real-world evidence (RWE) teams. It allows researchers to write plain English prompts to query real-world data and generate transparent, auditable analytics in minutes, without requiring coding skills or external consultants.

The platform is built on HealthVerity Marketplace, described as the nation's leading healthcare and consumer data ecosystem. By combining that data foundation with agentic AI, eXOs converts natural language questions into step-by-step analyses with auditable programming code, aiming to reduce the cost and time associated with essential RWE research. The platform operates on a flat-fee model with unlimited users and questions.

Core Capabilities

• Cohort Feasibility and Description: Define patient populations and characterize them by size, demographics, comorbidities, and other relevant attributes.
• Epidemiology: Estimate prevalence and incidence rates within the dataset.
• Comparative Effectiveness: Contrast effectiveness and safety outcomes across cohorts for evidence generation, including outcomes such as mortality and hospitalizations.
• Adherence and Persistence: Compute proportion of days covered and related metrics, with the ability to compare subgroups.
• Time-to-Event Analysis: Measure time to treatment initiation, discontinuation, change of therapy, and other key patient milestones.

Key Platform Characteristics

• Natural language input — analyses are initiated through plain English prompts, removing the need for coding.
• Transparent, explainable outputs — results include step-by-step logic and cohort definitions, supporting auditability and confidence in findings.
• Rapid iteration — analyses can be run and refined in minutes rather than days or weeks.
• Democratized access — the platform is designed for company-wide use, with unlimited users and questions under a single flat fee.
• Agentic AI architecture — the system supports personalized analytics workflows across multiple RWE study types.

Supported Analysis Types

• Feasibility studies
• Prevalence and incidence analyses
• Adherence and persistence assessments
• Time-to-event studies
• Comparative effectiveness and safety analyses

HealthVerity eXOs is positioned for RWE teams seeking to accelerate evidence generation at reduced cost. The platform's underlying data comes from the HealthVerity Marketplace ecosystem, and all generated analyses include auditable code and transparent cohort logic to support research confidence and reproducibility.