HealthVerity eXOs

by HealthVerity  · Based in United States →AI-native real-world evidence generation
Family Medicine Internal Medicine Pediatrics

Contact for pricing

Overview

HealthVerity eXOs is an agentic AI platform that accelerates real-world evidence (RWE) generation and epidemiological studies. It translates plain-English questions into structured designs and analyses, providing transparent and auditable insights in minutes. The platform is built on HealthVerity Marketplace, which is described as the nation’s largest healthcare and consumer data ecosystem. HealthVerity eXOs is powered by Medeloop’s leading agentic AI technology, offering accessibility, transparency, and speed for biopharma and academic organizations.

HealthVerity eXOs aims to democratize access to real-world data analytics, allowing teams, including non-coders, to ask simple questions and receive almost immediate, interpretable insights. This approach is designed to reduce manual effort across complex workflows and free experts to focus on interpretation and decision-making. The platform provides full visibility into cohort definitions, coding logic, and outputs, ensuring that methods are interpretable and results are defensible and audit-ready.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Agentic AI platform for RWE generation
  • Translates plain-English questions into structured designs and analyses
  • Team-wide access to on-demand analytics across nationwide patient data
  • Full visibility into cohort definitions, coding logic, and outputs
  • Rapid iteration and refinement of analyses in minutes
  • Transparent steps and cohort logic with detailed results
  • Audit-ready outputs and programming code
  • Built on HealthVerity Marketplace, a large healthcare and consumer data ecosystem
  • Supports various RWE analyses (e.g., feasibility, prevalence/incidence, adherence, time-to-event)
  • No-code analytics

Use Cases

  • Accelerating real-world evidence generation
  • Epidemiological studies
  • Clinical research and clinical trials
  • Developing grant proposals
  • Commercial strategic planning and execution for biopharma
  • Regulatory decision-making and public health applications

What Physicians Need to Know

Real-World Evidence Analysis
HealthVerity eXOs is an agentic AI platform that enables biopharma companies to rapidly design, iterate, and generate a wide range of real-world studies and commercial insights. It provides team-wide access to on-demand analytics across nationwide patient data through simple, plain English prompts. The platform delivers transparent, auditable insights in minutes, accelerating common epidemiology and RWE analyses such as feasibility, prevalence, adherence, and time-to-event studies.
Clinical Trial Matching
HealthVerity eXOs can accelerate stages of clinical development by bringing real-world evidence into trial design, feasibility, and post-market evaluation. It can identify and characterize potential patient populations and estimate enrollment feasibility across therapeutic areas or geographies. The platform also supports optimizing patient recruitment by synchronizing de-identified, identifiable, and investigator data before, during, and after clinical trials, enhancing patient matching and tracking patient journeys.
Genomic Data Integration
HealthVerity's broader data ecosystem, which underpins eXOs, includes access to genomic and pathological lab results, providing insights into an individual's genetics and biomarkers. This data is integrated with other sources like EMRs and medical claims to offer a comprehensive patient view.
Target Identification
Through the integration of lab data, including genetic and biomarker information, HealthVerity's platform can help researchers guide treatment decisions and identify therapeutic targets.
Safety Signal Detection
HealthVerity eXOs can be used for safety signal monitoring and label expansion analyses post-approval. The underlying HealthVerity data ecosystem supports active surveillance for drug and medical product safety initiatives, utilizing real-world data from sources like medical claims, EMRs, and hospital chargemasters to detect and verify safety signals.
Collaboration Features
HealthVerity eXOs offers team-wide access to on-demand analytics, democratizing RWD access for less-technical users via natural language prompts. It provides full visibility into cohort definitions, coding logic, and outputs, making methods interpretable and results defensible for collaborative review and sign-off.
Publication Support
HealthVerity's data and platforms, including eXOs, are leveraged by research teams for peer-reviewed publications across various healthcare topics. The platform generates transparent code and reproducible analyses, which are crucial for supporting regulatory-grade evidence generation and scientific dissemination.
Physician Tip

For physicians involved in research, HealthVerity eXOs offers a powerful tool to quickly generate real-world evidence. Utilize the plain English prompts to explore patient cohorts, disease prevalence, treatment patterns, and comparative outcomes with speed and transparency. The platform's ability to provide auditable code and clear methodologies ensures the rigor and defensibility of your findings, which is crucial for both clinical understanding and potential publication. Leverage its capabilities to inform clinical trial design, identify suitable patient populations, and monitor post-market safety signals efficiently. The integration of diverse real-world data, including lab results and unstructured clinical notes (via HealthVerity Notes), can provide a more holistic view of patient journeys and treatment effectiveness.

HealthVerity eXOs is built upon the extensive HealthVerity Marketplace, which is the nation's largest healthcare and consumer data ecosystem, encompassing over 75 distinct data sources and 340+ million de-identified patients. It integrates various data types, including medical and pharmacy claims, lab results (from providers like Labcorp and Quest Diagnostics), electronic medical records (EMRs), and unstructured clinical notes (via HealthVerity Notes). The platform utilizes HealthVerity's Identity Manager (HVID) for accurate patient matching and identity resolution across these disparate data sources, ensuring HIPAA compliance and interoperability. This robust data foundation and integration capabilities allow for comprehensive patient journey tracking and the generation of regulatory-grade evidence.

Details

Category Drug Discovery & Research, Population Health Analytics
Pricing Contact for pricing One flat-fee for unlimited users and questions.
DeploymentCloud-based (Software-as-a-Service)
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status Unknown AI-estimated
Integrations
EHR Not specified
Specialties Family Medicine, Internal Medicine, Pediatrics

What the Web Says

HealthVerity eXOs is an agentic AI platform designed to accelerate real-world evidence (RWE) generation in healthcare and life sciences. It aims to transform complex, multi-source claims data into defensible evidence and transparent analyses in minutes, rather than weeks. The platform is built upon the HealthVerity Marketplace, which provides access to a vast ecosystem of healthcare and consumer data.

Overall: Positive

Strengths

  • Accelerates RWE generation from weeks to minutes, significantly reducing time and cost.
  • Provides transparent and auditable insights with full visibility into cohort definitions, coding logic, and outputs.
  • Enables non-coders to generate regulatory-grade evidence using plain English prompts.
  • Offers a democratized platform with unlimited users and questions for a flat fee.
  • Augments RWE teams by handling analytical execution while freeing experts to focus on interpretation and decision-making.
  • Demonstrated high agreement with published literature and zero hallucinations in a validation study.

Limitations

  • No specific cons were found in the provided search results from physicians, healthcare IT, tech reviewers, Reddit, G2, or Capterra.
  • G2 states there are not enough reviews for HealthVerity to provide buying insight.
  • Capterra reviews for 'Health Cloud Software' (a broader category, not specific to eXOs) mention potential complexity for new users and smaller teams, and some issues with reporting and web check-in features in other EMR products.

Based on reviews from: PharmExec, HealthVerity Blog, PR Newswire, G2, Capterra

Last updated: 2026-06-23

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Press & Coverage

PR Newswire
Announcing HealthVerity eXOs: Accelerated real-world evidence for emerging biopharma, powered by Medeloop, through groundbreaking agentic AI
HealthVerity launched HealthVerity eXOs, powered by Medeloop, a novel research analytics platform that enables biopharma companies to rapidly design, iterate, and generate real-world studies and commercial insights using agentic AI. The platform aims to accelerate evidence generation and sharpen strategies for drug launches.
2025-09
HealthVerity Blog
Accelerating real-world evidence with agentic AI - HealthVerity Blog
This blog post discusses how HealthVerity eXOs, an evidence studio powered by agentic AI, can accelerate real-world evidence generation for emerging and mid-size biopharma teams by standardizing methods and making each step reproducible and reviewable. It highlights the platform's ability to support various epidemiologic designs and integrate RWE into clinical trial design and post-market evaluation.
2025-11
HealthVerity Blog
How AI is changing epidemiology and real-world evidence - HealthVerity Blog
This article explores the transformative role of AI, specifically agentic AI tools like HealthVerity eXOs, in real-world data analysis and epidemiology. It emphasizes how these tools bring efficiency and transparency to traditional epidemiologic studies, allowing researchers to conduct analyses in minutes instead of weeks or months.
2025-10
HealthVerity Blog
AI trends shaping healthcare in 2026: agentic, physical & sovereign AI - HealthVerity Blog
This blog post examines key AI trends for 2026, including agentic AI, and positions HealthVerity eXOs as an application of agentic AI to address challenges in turning complex, multi-source claims data into defensible evidence. It highlights how agentic AI augments expertise by handling analytical execution while maintaining auditable logic.
2025-12
HealthVerity Blog
Can you trust AI for RWE? HealthVerity eXOs validation study says yes. - HealthVerity Blog
This article from the HealthVerity blog addresses the crucial question of trustworthiness in AI for real-world evidence, presenting a validation study for HealthVerity eXOs that suggests its reliability in healthcare research.
2026-04
IntuitionLabs
Pharma Real-World Data Platforms: 2026 Vendor Comparison | IntuitionLabs
This vendor comparison highlights HealthVerity eXOs as a significant development in pharma real-world data platforms, noting its AI-powered capabilities to generate insights in minutes and its conversational interface for rapid RWE prototyping.
2026-06
HealthVerity Blog
How government agencies use HealthVerity for public health and AI-powered research
This article discusses how government agencies are leveraging HealthVerity for public health and AI-powered research, specifically mentioning HealthVerity eXOs as an intuitive agentic AI platform that translates simple written queries into comprehensive research studies rapidly.
2025-07
HealthVerity
HealthVerity Marketplace celebrates 100 peer-reviewed publications
While primarily focused on HealthVerity Marketplace's milestone of 100 peer-reviewed publications, this press release also lists HealthVerity eXOs as an AI-native real-world evidence generation solution within their ecosystem.
2025-09

Videos

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Frequently Asked Questions

HealthVerity eXOs is a platform designed to provide access to real-world data (RWD) for various healthcare insights. While it doesn't directly interact with patients in a clinical setting, it uses AI and machine learning to de-identify, link, and analyze vast datasets of patient information, helping physicians and researchers understand disease patterns, treatment effectiveness, and population health trends.
HealthVerity eXOs prioritizes patient privacy by employing advanced de-identification techniques to remove protected health information (PHI) before data is made available for analysis. The platform is designed to be HIPAA compliant, focusing on the secure and ethical use of de-identified real-world data for research and analytical purposes.
Yes, several other companies offer real-world data platforms and AI-powered analytics, such as IQVIA, Flatiron Health, and Truveta. Each platform may have different strengths in terms of data sources, analytical capabilities, and therapeutic area focus.
Pricing for HealthVerity eXOs, like most real-world data platforms, is typically enterprise-level and can vary significantly based on the scope of data access, specific analytical tools required, and the duration of the engagement. It's often structured through custom agreements rather than a fixed public price, making direct comparisons challenging without specific proposals.
While powerful, the AI and data within HealthVerity eXOs are limited by the nature of real-world data, which can have biases, missing information, or varying levels of completeness and accuracy depending on the source. The insights gained are observational and cannot establish causation, and the data may not always perfectly reflect every patient population or clinical scenario.
HealthVerity eXOs is primarily designed for population-level analysis and research, not for direct integration into individual EHR systems for real-time, patient-specific clinical decision support. The data provided is de-identified and aggregated to protect patient privacy, making it unsuitable for direct patient care applications.
HealthVerity eXOs focuses on curating a diverse and extensive network of data partners, including claims, pharmacy, lab, and electronic health record data, to enhance data quality and representativeness. They employ data governance processes and quality checks to ensure the reliability and integrity of the de-identified data available on their platform.

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Suggest an Edit → | Last Verified: 2026-06-23 | First Added: 2026-06-23

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