Syndicated
Run eXOs on HealthVerity's linked, privacy-certified data ecosystem. Nothing to build or integrate, the data is already embedded and ready to query with no data licensing required.
HealthVerity eXOs
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Ask a question, instantly get evidence you can defend
A new approach to healthcare analytics
Every research team has more questions about their therapy area than they have time or resources to answer. HealthVerity eXOs is an agentic AI evidence studio that closes that gap between the volume of questions research teams have and their capacity to answer them quickly.
Translating a question into code sets, cohort definitions and documented methodology takes months, and by the time an answer comes back, the question has changed. Ask a research question in plain English and an AI agent designs the study, checks feasibility and builds the analysis plan. You stay in control the whole way: eXOs prompts you for input at each step, and nothing runs until you review, edit and approve it.
Two ways to bring your data to eXOs
Every eXOs engagement starts with the same question: does your research question run on data you already have, or does it need HealthVerity’s ecosystem behind it? Either way, eXOs works the same, only the data underneath changes.
Bring Your Own Data
Run eXOs on your own data, wherever it lives. eXOs is data-agnostic and environment-agnostic, so HealthVerity handles the ingestion and integration work to bring your data in, no re-platforming on your end required.
Regulatory-grade evidence, by design
Every eXOs analysis is built fit for purpose: the full, current code sets for your therapy area, not a shorthand subset, run against the most recent data available. Combined with step-by-step logic and auditable code, that means full transparency, for you and for the stakeholders who need to sign off.
Answers in minutes, not weeks
Run and refine analyses fast enough to keep pace with a question that keeps evolving.
See the logic, not just the output
Transparent cohort logic and auditable code at every step, so you can stand behind the result.
Built for your whole team
Any experience level can run a study in plain language. No coding required, with human review before every analysis runs.
AI tools are only as good as their underlying data
Built on HealthVerity Marketplace, the nation’s leading healthcare and consumer data ecosystem, HealthVerity eXOs draws on linked, privacy-certified data teams can trust, so every analysis starts from a solid starting point. eXOs augments real-world evidence teams with an agentic AI evidence studio that turns plain-English questions into transparent analyses in under 60 minutes, with step-by-step logic and auditable code. By accelerating feasibility, prevalence and incidence, adherence and time-to-event analyses, teams can perform essential research with more speed and confidence.
How it works
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01
Ask
Pose a research question in plain English, with as much or as little detail as you have. HealthVerity eXOs adapts to your level of RWE expertise.
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02
Design
An AI agent collaborates with you to refine the question, build a study protocol and generate the query code. Review, edit or approve it.
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03
Prepare
HealthVerity eXOs checks feasibility against the data ecosystem, validating codes, enrollment windows and study period, before analysis runs.
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04
Analyze
An AI agent trained in biostatistics runs the analysis using documented methods, within your secure enclave.
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05
Interpret
Results are delivered in abstract-style format alongside source code, ready for presentation, peer review or publication.
Agentic AI to support personalized analytics across the following:
Cohort Feasibility & Description
Define populations and understand size, demographics, comorbidities and other characteristics
Epidemiology
Estimate prevalence and incidence rates in the data set
Comparative Effectiveness
Contrast effectiveness and safety outcomes across cohorts for evidence generation, including mortality and hospitalizations
Adherence & Persistence
Compute proportion of days covered and related metrics, compare subgroups
Time-to-Event
Measure time to initiation, discontinuation, change of therapy, and other key milestones for patient cohorts
Agentic AI to support personalized analytics across the following:
Cohort Feasibility & Description
Define populations and understand size, demographics, comorbidities and other characteristics
Epidemiology
Estimate prevalence and incidence rates in the data set
Comparative Effectiveness
Contrast effectiveness and safety outcomes across cohorts for evidence generation, including mortality and hospitalizations
Adherence & Persistence
Compute proportion of days covered and related metrics, compare subgroups
Time-to-Event
Measure time to initiation, discontinuation, change of therapy, and other key milestones for patient cohorts
Frequently asked questions
Clear answers for data teams
Review how HealthVerity eXOs generates transparent, AI-driven real-world evidence using plain language queries.
What is agentic AI for real-world evidence?
Agentic AI for real-world evidence uses autonomous AI agents to handle the steps that normally slow down a research question, like translating it into code sets and cohort definitions, sourcing the right data and building the analytic workflow. Instead of waiting weeks for a team to manually build and document each analysis, teams get an answer in under 60 minutes, with full visibility into every step the agent took. HealthVerity eXOs applies this approach directly on top of the nation's largest linked healthcare data ecosystem, so speed doesn't come at the cost of data quality.
How do you validate AI-generated research findings?
Every HealthVerity eXOs analysis produces transparent, step-by-step logic and auditable programming code, so researchers can see exactly how a cohort was defined and how a result was calculated, not just the final number. This auditable methodology was tested across 250 independent validation runs to confirm the platform's outputs hold up to scrutiny. Trust is the proof, speed is the bonus. An analysis is only useful if a team can stand behind it, and HealthVerity eXOs is built so that transparency comes standard with every result, not as an afterthought.
What's the difference between HealthVerity eXOs and traditional RWE platforms?
Traditional real-world evidence platforms require translating a research question into code, sourcing and preparing data, and building an analytic workflow by hand, often taking weeks and requiring specialized data science expertise. HealthVerity eXOs compresses this into a single agentic workflow: a plain English question becomes a transparent analysis in under 60 minutes, with editable cohort logic and auditable code at every step. The difference isn't just speed. It's that researchers keep control and visibility over the AI agents throughout the process, rather than treating the analysis as a black box.
How can pharma teams speed up feasibility studies?
Feasibility studies typically require defining a population and understanding its size, demographics and comorbidities before a study can even begin, work that normally takes a data science team days or weeks to complete. With HealthVerity eXOs, a plain English question turns into a full cohort feasibility analysis in under 60 minutes, drawing on more than 3 linked privacy-certified data sources covering 35 million Americans. Because the platform is priced as one flat fee for unlimited users and questions, teams can run and refine feasibility checks as many times as needed without worrying about per-query cost.
See it for yourself
Enter one question and watch HealthVerity eXOs build the analysis in real time.