---
title: HealthVerity Blog | HealthVerity (8)
description: Read the latest insights and research from the HealthVerity team. (8)
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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- How We Help 
    - Featured Content 
          - [HealthVerity MarketplaceTM](https://healthverity.com/marketplace/healthverity-marketplace/)
          - [HealthVerity TaxonomySM](https://healthverity.com/taxonomy-portal/)
          - [Life Sciences](https://healthverity.com/life-sciences/)
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    - Data Ecosystem 
          - [HealthVerity MarketplaceTM](https://healthverity.com/marketplace/healthverity-marketplace/)
          - [HealthVerity TaxonomySM](https://healthverity.com/taxonomy-portal/)
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    - Symphony Health Platform 
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          - [Symphony HealthCloud](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/)
    - Symphony Solutions 
          - [Health technology and business intelligence solutions](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/)
          - [Integrated Dataverse and Source Solutions](https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/)
          - [Brand strategy and sales](https://healthverity.com/symphony-health/optimize-brand-strategy-and-sales-effectiveness/)
          - [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)
          - [Metys](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/metys/)
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- Resources 
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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

 Peer-reviewed research and discoveries

<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.

[![A guide to optimizing real-world data: Hospital chargemaster](https://blog.healthverity.com/hubfs/a-guide-to-optimizing-real-world-data-hospital-chargemaster.png)](https://blog.healthverity.com/hospital-chargemaster)

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

###### [A guide to optimizing real-world data: Hospital chargemaster](https://blog.healthverity.com/hospital-chargemaster)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  September 18, 2024

In our series exploring the benefits, considerations and use cases for various types of real-world...

[Read More](https://blog.healthverity.com/hospital-chargemaster)

[![Advancing COVID-19 Research with the National Cancer Institute](https://blog.healthverity.com/hubfs/partnering-with-the-national-cancer-institute-to-advance-COVID-19-research.png)](https://blog.healthverity.com/case-study-partnering-with-nci)

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

###### [Advancing COVID-19 Research with the National Cancer Institute](https://blog.healthverity.com/case-study-partnering-with-nci)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  September 9, 2024

Background of the CRWDi project While the COVID-19 pandemic is behind us, the virus remains a...

[Read More](https://blog.healthverity.com/case-study-partnering-with-nci)

[![A guide to optimizing real-world data: Electronic medical records](https://blog.healthverity.com/hubfs/a-guide-to-optimizing-real-world-data-electronic-medical-records.png)](https://blog.healthverity.com/electronic-medical-records)

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

###### [A guide to optimizing real-world data: Electronic medical records](https://blog.healthverity.com/electronic-medical-records)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  August 13, 2024

The healthcare industry has moved away from paper charts and file folders in favor of electronic...

[Read More](https://blog.healthverity.com/electronic-medical-records)

[![Unlock better outcomes with real-world closed claims data from taXonomy](https://blog.healthverity.com/hubfs/claim-better-outcomes-blog.png)](https://blog.healthverity.com/healthverity-taxonomy-webinar-recap)

[Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [Open & Closed Claims](https://blog.healthverity.com/tag/open-closed-claims)

###### [Unlock better outcomes with real-world closed claims data from taXonomy](https://blog.healthverity.com/healthverity-taxonomy-webinar-recap)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  July 18, 2024

As high-value therapies become the new norm,life sciences teams need closed claims data that...

[Read More](https://blog.healthverity.com/healthverity-taxonomy-webinar-recap)

[![The biomarker advantage](https://blog.healthverity.com/hubfs/the-biomarker-advantage-landing.png)](https://blog.healthverity.com/the-biomarker-advantage)

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

###### [The biomarker advantage](https://blog.healthverity.com/the-biomarker-advantage)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  July 1, 2024

HealthVerity COO Andrew Goldberg recently sat down with Quest Diagnostics’ Director, Health...

[Read More](https://blog.healthverity.com/the-biomarker-advantage)

[![Manageable medical device monitoring with real-world data](https://blog.healthverity.com/hubfs/Manageable-medical-device-monitoring-with-real-world-data-1.png)](https://blog.healthverity.com/manageable-medical-device-monitoring-with-real-world-data)

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

###### [Manageable medical device monitoring with real-world data](https://blog.healthverity.com/manageable-medical-device-monitoring-with-real-world-data)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  June 13, 2024

The FDA often requires some sort of post-market surveillance for medical devices to determine the...

[Read More](https://blog.healthverity.com/manageable-medical-device-monitoring-with-real-world-data)

[![Mastering precision, not indecision in real-world data](https://blog.healthverity.com/hubfs/blog-mastering-precision-blog.png)](https://blog.healthverity.com/mastering-precision-not-indecision-in-real-world-data)

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

###### [Mastering precision, not indecision in real-world data](https://blog.healthverity.com/mastering-precision-not-indecision-in-real-world-data)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  June 6, 2024

Real-world data (RWD) offers a multitude of use cases that can benefit pharmaceutical companies...

[Read More](https://blog.healthverity.com/mastering-precision-not-indecision-in-real-world-data)

[![Enhancing go-to-market strategies with real-world data](https://blog.healthverity.com/hubfs/Enhancing-go-to-market-strategies-with-real-world-data-post.png)](https://blog.healthverity.com/enhancing-go-to-market-strategies-with-real-world-data)

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

###### [Enhancing go-to-market strategies with real-world data](https://blog.healthverity.com/enhancing-go-to-market-strategies-with-real-world-data)

 May 22, 2024

Our series exploring the value of real-world data (RWD) throughout the pharmaceutical product life...

[Read More](https://blog.healthverity.com/enhancing-go-to-market-strategies-with-real-world-data)

[![Extending value long after the clinical trial with real-world data](https://blog.healthverity.com/hubfs/Extending%20value%20long%20after%20the%20clinical%20trial%20with%20real-world%20data-blog.png)](https://blog.healthverity.com/extending-value-long-after-the-clinical-trial-with-real-world-data)

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

###### [Extending value long after the clinical trial with real-world data](https://blog.healthverity.com/extending-value-long-after-the-clinical-trial-with-real-world-data)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  May 14, 2024

In our ongoing series, we have been discussing the value of real-world data (RWD) throughout the...

[Read More](https://blog.healthverity.com/extending-value-long-after-the-clinical-trial-with-real-world-data)

[![Honoring MOM: How far we've come](https://blog.healthverity.com/hubfs/honoring-mom-how-far-weve-come-blog.png)](https://blog.healthverity.com/honoring-mom-how-far-weve-come)

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

###### [Honoring MOM: How far we've come](https://blog.healthverity.com/honoring-mom-how-far-weve-come)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  May 10, 2024

Two years ago, HealthVerity launched the Maternal Outcomes Masterset (MOM) to address the...

[Read More](https://blog.healthverity.com/honoring-mom-how-far-weve-come)

###### Search

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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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## [From AI ambition to real world impact](https://blog.healthverity.com/from-ai-ambition-real-world-impact)

Know what others can’t about scaling AI Artificial intelligence is already embedded in how life sciences organizations think about commercial strategy. From more precise targeting to faster insight generation and personalized engagement at scale, AI ...

[Read more](https://blog.healthverity.com/from-ai-ambition-real-world-impact)

- [Solutions & Best Practices (82)](https://blog.healthverity.com/tag/solutions-best-practices)
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- [Industry Updates (19)](https://blog.healthverity.com/tag/industry-updates)
- [Open & Closed Claims (18)](https://blog.healthverity.com/tag/open-closed-claims)
- [Case Studies (13)](https://blog.healthverity.com/tag/case-studies)
- [Commercial Pharma (11)](https://blog.healthverity.com/tag/commercial-pharma)
- [Government (10)](https://blog.healthverity.com/tag/government)
- [AI (9)](https://blog.healthverity.com/tag/ai)
- [eXOs (7)](https://blog.healthverity.com/tag/exos)
- [Audiences (5)](https://blog.healthverity.com/tag/audiences)
- [taXonomy Pathways (4)](https://blog.healthverity.com/tag/taxonomy-pathways)
- [Clinical Notes (3)](https://blog.healthverity.com/tag/clinical-notes)
- [Rare Diseases (1)](https://blog.healthverity.com/tag/rare-diseases)

### Contact us

#### Who we serve

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

#### How we help

- [HealthVerity Marketplace](https://healthverity.com/marketplace/)
- [HealthVerity Mastersets](https://healthverity.com/mastersets/)
- [HealthVerity FLOW](https://healthverity.com/flow/)
- [The IPGE Approach](https://healthverity.com/ipge-approach/)

#### Resources

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