---
title: HealthVerity Blog | HealthVerity (10)
description: Read the latest insights and research from the HealthVerity team. (10)
image: https://blog.healthverity.com/hubfs/healthverity-blog.png
---

Announcing HealthVerity Precision Event Alerts, a next-generation physician alerting solution. [Learn more](https://healthverity.com/news/healthverity-precision-event-alerts-launch/)

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          - [HealthVerity TaxonomySM](https://healthverity.com/taxonomy-portal/)
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          - [Health technology and business intelligence solutions](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/)
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          - [HealthRankings](https://healthverity.com/symphony-health/health-rankings/)
          - [Market access](https://healthverity.com/symphony-health/solve-market-access-challenges/)
          - [Patient Journey](https://healthverity.com/symphony-health/understand-the-patient-journey/)
          - [Medicines affordability](https://healthverity.com/symphony-health/making-medicines-more-affordable/)
    - Symphony Products 
          - [PayerSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PayerSource.pdf)
          - [PrescriberSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PrescriberSource.pdf)
          - [PatientSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSource.pdf)
          - [PatientSourceCompleteTM](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSourceComplete.pdf)
          - [PatientSourceDUOTM](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSourceDUO.pdf)
          - [Symphony FLEXTM](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-Symphony-FLEX.pdf)
          - [CustomerSource®](https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/)
          - [DiagnosticSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-DiagnosticSource.pdf)
          - [NonRetailSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-NonRetailSource.pdf)
    - Symphony Technology 
          - [Symphony HealthCloud](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/)
          - [Synoma Data Integration](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/)
          - [Vantage Applications](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-Vantage-Applications.pdf)
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- How We Help
- Symphony
- Who We Serve
- Resources
- [Careers](https://healthverity.com/careers/)
- [About Us](https://healthverity.com/about-us/)

[Request Demo](https://healthverity.com/request-demo/)

 Featured Content

<https://healthverity.com/marketplace/healthverity-marketplace/>

###### HealthVerity MarketplaceTM

 The nation’s largest healthcare and consumer data ecosystem

<https://healthverity.com/pathways/>

###### taXonomy Pathways

 Unique features per therapeutic area with claims, labs and EHR including notes

<https://healthverity.com/exos/>

###### HealthVerity eXOs

 AI-native real-world evidence generation

<https://healthverity.com/identity-manager/>

###### Identity Manager (HVID)

 Standalone de-identification as a service

 Data Ecosystem

<https://healthverity.com/marketplace/healthverity-marketplace/> HealthVerity MarketplaceTM

<https://healthverity.com/taxonomy-portal/> HealthVerity TaxonomySM

<https://healthverity.com/notes/> HealthVerity Notes

<https://healthverity.com/precision-event-alerts/> Precision Event Alerts

<https://healthverity.com/mastersets/portal/> HealthVerity Mastersets

<https://healthverity.com/media-measurement/> Media Measurement

<https://healthverity.com/audiences/> Syndicated Audiences

<https://healthverity.com/insurance-underwriting/> Insurance Underwriting

 Technology Products

<https://healthverity.com/identity-manager/> Identity Manager (HVID)

<https://healthverity.com/healthverity-for-clinical-trial-linkage/> HealthVerity for Clinical Trial Linkage

<https://healthverity.com/healthverity-for-commercial/> HealthVerity for Commercial

<https://healthverity.com/smart-contracts-manager/> Smart Contracts

<https://healthverity.com/healthverity-for-registries/> HealthVerity for Registries

 Symphony Health Platform

<https://healthverity.com/symphony-health/overview/>

###### Symphony Health Overview

 Seamless Data. Stronger Insights. Smarter Decisions.

<https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/>

###### Integrated Dataverse

 Integrated Dataverse (IDV®) is de-identified claims data platform that combines medical, hospital, prescription, and demographic data into a single unifed view.

<https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/>

###### Symphony HealthCloud

 Securely store, integrate, access, and analyze virtually unlimited volumes of data with Symphony HealthCloud.

 Symphony Solutions

<https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/> Health technology and business intelligence solutions

<https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/> Integrated Dataverse and Source Solutions

<https://healthverity.com/symphony-health/optimize-brand-strategy-and-sales-effectiveness/> Brand strategy and sales

<https://healthverity.com/symphony-health/health-rankings/> HealthRankings

<https://healthverity.com/symphony-health/solve-market-access-challenges/> Market access

<https://healthverity.com/symphony-health/understand-the-patient-journey/> Patient Journey

<https://healthverity.com/symphony-health/making-medicines-more-affordable/> Medicines affordability

 Symphony Products

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PayerSource.pdf> PayerSource®

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PrescriberSource.pdf> PrescriberSource®

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSource.pdf> PatientSource®

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSourceComplete.pdf> PatientSourceCompleteTM

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSourceDUO.pdf> PatientSourceDUOTM

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-Symphony-FLEX.pdf> Symphony FLEXTM

<https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/> CustomerSource®

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-DiagnosticSource.pdf> DiagnosticSource®

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-NonRetailSource.pdf> NonRetailSource®

 Symphony Technology

<https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/> Symphony HealthCloud

<https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/> Synoma Data Integration

<https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-Vantage-Applications.pdf> Vantage Applications

<https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/metys/> Metys

<https://healthverity.com/life-sciences/>

###### Life Sciences

 Technology solutions from development through commercialization

<https://healthverity.com/channel-partners/>

###### Channel Partners

 HealthVerity enables partners to unlock unprecedented value and insights for clients

<https://healthverity.com/government/>

###### Government

 Comprehensive and compliant solutions to manage the nation’s care

<https://healthverity.com/data-ecosystem-partners/>

###### Data Ecosystem Partners

 Join the nation’s largest data partner ecosystem

<https://healthverity.com/insurance/>

###### Insurance

 Insurance-grade solutions that excel in managing risk and rebates

<https://blog.healthverity.com/>

###### HealthVerity Blog

 Insights and updates from industry experts

<https://healthverity.com/resources/publications/>

###### Publications

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<https://healthverity.com/resources/news-and-events/>

###### News & Events

 Stay informed about our latest announcements and happenings

<https://healthverity.com/ipge-approach/>

###### The IPGE Approach

 Fundamentals that power everything that we do and every solution we offer

<https://www.healthverity.com/resources/resource-library/>

###### Resource Library

 Explore guides, webinars, and tools to enhance your understanding

<http://www.healthverity.com/get-verified>

###### Zombie Data Explained

 Learn how data quality drives better research outcomes

# HealthVerity Blog

[know more](https://www.hubspot.com/)

- Read the latest insights from the HealthVerity team.

[![Unlocking the possibilities of closed and open claims data](https://blog.healthverity.com/hubfs/blog-unlocking-the-possibilities-of-closed-and-open-claims-data.jpg)](https://blog.healthverity.com/unlocking-the-possibilities-of-closed-and-open-claims-data)

[Trends & Insights](https://blog.healthverity.com/tag/trends-insights)

###### [Unlocking the possibilities of closed and open claims data](https://blog.healthverity.com/unlocking-the-possibilities-of-closed-and-open-claims-data)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  November 30, 2023

HealthVerity is proud to partner with Inovalon, the largest closed claims data source in the U.S.,...

[Read More](https://blog.healthverity.com/unlocking-the-possibilities-of-closed-and-open-claims-data)

[![Synchronizing real-world data to improve health outcomes](https://blog.healthverity.com/hubfs/Synchronizing%20real-world-data-to-improve-health-outcomes%20%E2%80%93%203.png)](https://blog.healthverity.com/synchronizing-real-world-data-to-improve-health-outcomes)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor)

###### [Synchronizing real-world data to improve health outcomes](https://blog.healthverity.com/synchronizing-real-world-data-to-improve-health-outcomes)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  November 8, 2023

In our ongoing series on how Privacy-Preserving Record Linkage (PPRL) technology can help...

[Read More](https://blog.healthverity.com/synchronizing-real-world-data-to-improve-health-outcomes)

[![Discover new dimensions in audience targeting and media measurement](https://blog.healthverity.com/hubfs/Discover-new-dimensions.jpg)](https://blog.healthverity.com/discover-new-dimensions-in-audience-targeting-and-media-measurement)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [Audiences](https://blog.healthverity.com/tag/audiences)

###### [Discover new dimensions in audience targeting and media measurement](https://blog.healthverity.com/discover-new-dimensions-in-audience-targeting-and-media-measurement)

 October 31, 2023

Healthcare brand marketing is at a crossroads. With patients taking a more active role in their...

[Read More](https://blog.healthverity.com/discover-new-dimensions-in-audience-targeting-and-media-measurement)

[![More than data: Synchronizing the breast cancer patient story](https://blog.healthverity.com/hubfs/more-than-data-synchronizing-the-breast-cancer-patient-story.jpg)](https://blog.healthverity.com/breast-cancer-patient-story)

[Trends & Insights](https://blog.healthverity.com/tag/trends-insights) [HEOR](https://blog.healthverity.com/tag/heor)

###### [More than data: Synchronizing the breast cancer patient story](https://blog.healthverity.com/breast-cancer-patient-story)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  October 25, 2023

One in eight women in the U.S. will be diagnosed with breast cancer in their lifetime, that’s one...

[Read More](https://blog.healthverity.com/breast-cancer-patient-story)

[![Synchronizing real-world data to improve drug safety](https://blog.healthverity.com/hubfs/Synchronizing-real-world-data-to-improve-drug-safety.png)](https://blog.healthverity.com/synchronizing-real-world-data-to-improve-drug-safety)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor)

###### [Synchronizing real-world data to improve drug safety](https://blog.healthverity.com/synchronizing-real-world-data-to-improve-drug-safety)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  October 11, 2023

In our series on how Privacy-Preserving Record Linkage (PPRL) technology can help government...

[Read More](https://blog.healthverity.com/synchronizing-real-world-data-to-improve-drug-safety)

[![What is real-world data?](https://blog.healthverity.com/hubfs/what-is-real-world-data.png)](https://blog.healthverity.com/what-is-real-world-data)

[Trends & Insights](https://blog.healthverity.com/tag/trends-insights) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices)

###### [What is real-world data?](https://blog.healthverity.com/what-is-real-world-data)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  September 28, 2023

The use of real-world data has been gaining traction in the healthcare and life sciences...

[Read More](https://blog.healthverity.com/what-is-real-world-data)

[![Synchronizing Real-World Data for Faster Disease Outbreak Response](https://blog.healthverity.com/hubfs/Synchronizing-real-word-data-for-a-quicker-response-to-disease-outbreaks-2.jpg)](https://blog.healthverity.com/synchronizing-real-world-data-for-a-quicker-response-to-disease-outbreaks)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor)

###### [Synchronizing Real-World Data for Faster Disease Outbreak Response](https://blog.healthverity.com/synchronizing-real-world-data-for-a-quicker-response-to-disease-outbreaks)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  September 6, 2023

With the proliferation of data available today and strides in technology leading to advances in...

[Read More](https://blog.healthverity.com/synchronizing-real-world-data-for-a-quicker-response-to-disease-outbreaks)

[![Synchronizing real-world data to better protect public health](https://blog.healthverity.com/hubfs/synchronizing-real-world-data-to-better-protect-public-health-1.jpg)](https://blog.healthverity.com/synchronizing-real-world-data-to-better-protect-public-health)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor)

###### [Synchronizing real-world data to better protect public health](https://blog.healthverity.com/synchronizing-real-world-data-to-better-protect-public-health)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  August 9, 2023

As we venture further into the digital age, there is a proliferation of data available today that,...

[Read More](https://blog.healthverity.com/synchronizing-real-world-data-to-better-protect-public-health)

[![Overcoming obstacles to AI-ready healthcare data](https://blog.healthverity.com/hubfs/overcoming-obstacles-to-ai-ready-healthcare-data.jpg)](https://blog.healthverity.com/overcoming-obstacles-to-ai-ready-data)

[Trends & Insights](https://blog.healthverity.com/tag/trends-insights)

###### [Overcoming obstacles to AI-ready healthcare data](https://blog.healthverity.com/overcoming-obstacles-to-ai-ready-data)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  August 2, 2023

If artificial intelligence (AI) is going to remain the top news story for 2023, it has to continue...

[Read More](https://blog.healthverity.com/overcoming-obstacles-to-ai-ready-data)

[![The Token Is Broken: Rethinking Patient Tokenization](https://blog.healthverity.com/hubfs/the-token-is-broken3.png)](https://blog.healthverity.com/the-token-is-broken)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices)

###### [The Token Is Broken: Rethinking Patient Tokenization](https://blog.healthverity.com/the-token-is-broken)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  July 20, 2023

Patient tokenization replaces personal identifiers with encrypted tokens to link healthcare records...

[Read More](https://blog.healthverity.com/the-token-is-broken)

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###### Popular Post

- [The GLP-1 trend: What the real-world data reveals](https://blog.healthverity.com/the-glp-1-surge-what-the-real-world-data-reveals)
- [GLP-1 trends 2025: real-world data, patient outcomes & future therapies](https://blog.healthverity.com/glp-1-trends-2025-real-world-data-patient-outcomes-future-therapies)
- [Open claims vs. closed payer claims: What’s the difference?](https://blog.healthverity.com/open-claims-vs-closed-payer-claims)
- [An integrated approach for deeper insight with both open and closed claims data](https://blog.healthverity.com/an-integrated-approach-for-deeper-insight-with-both-open-and-closed-claims-data)
- [GLP‑1 real‑world data for obesity: A new standard for metabolic care](https://blog.healthverity.com/glp-1-real-world-data-for-obesity-a-new-standard-for-metabolic-care)

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## [What 250 validation runs reveal about agentic AI in real-world evidence](https://blog.healthverity.com/what-250-validation-runs-reveal-about-agentic-ai-in-real-world-evidence)

Stress-testing a research question Every technology vendor claims their product works. The question that matters for life sciences is: how do you know, and can someone else verify it?

[Read more](https://blog.healthverity.com/what-250-validation-runs-reveal-about-agentic-ai-in-real-world-evidence)

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- [HEOR (29)](https://blog.healthverity.com/tag/heor)
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- [Thought Leadership (25)](https://blog.healthverity.com/tag/thought-leadership)
- [taXonomy (18)](https://blog.healthverity.com/tag/taxonomy)
- [Industry Updates (17)](https://blog.healthverity.com/tag/industry-updates)
- [Case Studies (13)](https://blog.healthverity.com/tag/case-studies)
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- [AI (8)](https://blog.healthverity.com/tag/ai)
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- [Audiences (5)](https://blog.healthverity.com/tag/audiences)
- [taXonomy Pathways (4)](https://blog.healthverity.com/tag/taxonomy-pathways)
- [Notes (3)](https://blog.healthverity.com/tag/notes)
- [Rare Diseases (1)](https://blog.healthverity.com/tag/rare-diseases)

### Contact us

#### Who we serve

- [Life Sciences](https://healthverity.com/life-sciences/)
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- [Insurance](https://healthverity.com/insurance/)
- [Channel Partners](https://healthverity.com/channel-partners/)
- [Data Ecosystem Partners](https://healthverity.com/data-ecosystem-partners/)

#### How we help

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