---
title: HealthVerity Blog | Solutions & Best Practices (4)
description: Solutions & Best Practices | Read the latest insights and research from the HealthVerity team. (4)
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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    - Symphony Solutions 
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    - 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
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[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.

##### Topic

# Solutions & Best Practices (4)

[![The Marketplace model is winning: key insights from our webinar](https://blog.healthverity.com/hubfs/the-marketplace-model-is-winning-blog-featured.png)](https://blog.healthverity.com/the-marketplace-model-is-winning-key-insights-from-our-webinar)

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

###### [The Marketplace model is winning: key insights from our webinar](https://blog.healthverity.com/the-marketplace-model-is-winning-key-insights-from-our-webinar)

By [Andrew Kress, CEO, HealthVerity](https://blog.healthverity.com/author/andrew-kress-ceo-healthverity)  June 24, 2025

The HealthVerity Marketplace webinar wrapped up with a clear message. The Marketplace model is not...

[Read More](https://blog.healthverity.com/the-marketplace-model-is-winning-key-insights-from-our-webinar)

[![How to optimize real-world data with lab results for clinical trials & HEOR](https://blog.healthverity.com/hubfs/a-guide-to-optimizing-real-world-data-labs-1.png)](https://blog.healthverity.com/a-guide-to-optimizing-real-world-data-lab-results)

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

###### [How to optimize real-world data with lab results for clinical trials & HEOR](https://blog.healthverity.com/a-guide-to-optimizing-real-world-data-lab-results)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  February 13, 2025

Key benefits of real-world lab data for life sciences and pharma Real-world lab results enhance...

[Read More](https://blog.healthverity.com/a-guide-to-optimizing-real-world-data-lab-results)

[![Zombie Data: The silent threat to real-world data in life sciences](https://blog.healthverity.com/hubfs/Zombie-data-3.png)](https://blog.healthverity.com/zombie-data-the-silent-threat-to-real-world-data-in-life-sciences)

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

###### [Zombie Data: The silent threat to real-world data in life sciences](https://blog.healthverity.com/zombie-data-the-silent-threat-to-real-world-data-in-life-sciences)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  January 27, 2025

In the rapidly evolving world of real-world data (RWD) for life sciences and commercial...

[Read More](https://blog.healthverity.com/zombie-data-the-silent-threat-to-real-world-data-in-life-sciences)

[![What’s Broken in Audience Targeting - And How to Fix It](https://blog.healthverity.com/hubfs/powering-the-next-generation-of-audience-targeting-activation-and-measurement-blog.png)](https://blog.healthverity.com/powering-the-next-generation-of-audience-targeting)

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

###### [What’s Broken in Audience Targeting - And How to Fix It](https://blog.healthverity.com/powering-the-next-generation-of-audience-targeting)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  September 27, 2024

The one constant in healthcare marketing is change, particularly in four key areas: Evolving...

[Read More](https://blog.healthverity.com/powering-the-next-generation-of-audience-targeting)

[![Unlock open and closed claims data with taXOnomy: Claim better outreach](https://blog.healthverity.com/hubfs/claim-better-outreach-blog.png)](https://blog.healthverity.com/claim-better-outreach)

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

###### [Unlock open and closed claims data with taXOnomy: Claim better outreach](https://blog.healthverity.com/claim-better-outreach)

By [HealthVerity](https://blog.healthverity.com/author/healthverity)  September 25, 2024

In the evolving world of real-world data (RWD), pharmaceutical companies are increasingly focused...

[Read More](https://blog.healthverity.com/claim-better-outreach)

[![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) [taXonomy](https://blog.healthverity.com/tag/taxonomy)

###### [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)

[![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)

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- [Rare Diseases](https://blog.healthverity.com/tag/rare-diseases)

###### Popular Post

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- [Open claims vs. closed payer claims: What’s the difference?](https://blog.healthverity.com/open-claims-vs-closed-payer-claims)
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- [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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- [Industry Updates](https://blog.healthverity.com/tag/industry-updates)
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## [What's hot in HealthVerity Marketplace: New sources expand what you can know](https://blog.healthverity.com/whats-hot-in-healthverity-marketplace-new-sources-expand-what-you-can-know)

Most life sciences teams don't have a data shortage. They have blind spots such as patients who drop out of view, therapies that never appear in the claims they license, and clinical context that never makes it into a structured field. In a recent we...

[Read more](https://blog.healthverity.com/whats-hot-in-healthverity-marketplace-new-sources-expand-what-you-can-know)

- [Solutions & Best Practices (82)](https://blog.healthverity.com/tag/solutions-best-practices)
- [Trends & Insights (40)](https://blog.healthverity.com/tag/trends-insights)
- [HEOR (29)](https://blog.healthverity.com/tag/heor)
- [Marketplace (28)](https://blog.healthverity.com/tag/marketplace)
- [Thought Leadership (25)](https://blog.healthverity.com/tag/thought-leadership)
- [Industry Updates (18)](https://blog.healthverity.com/tag/industry-updates)
- [taXonomy (18)](https://blog.healthverity.com/tag/taxonomy)
- [Case Studies (13)](https://blog.healthverity.com/tag/case-studies)
- [Commercial Pharmaceutical (10)](https://blog.healthverity.com/tag/commercial-pharmaceutical)
- [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)
- [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/)
- [Government](https://healthverity.com/government/)
- [Insurance](https://healthverity.com/insurance/)
- [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

- [HealthVerity Blog](https://blog.healthverity.com/)
- [News & Events](https://healthverity.com/resources/news-and-events/)
- [Resource Library](https://healthverity.com/resources/resource-library/)
- [Publications](https://healthverity.com/resources/publications/)

#### Our company

- [About Us](https://healthverity.com/about-us/)
- [Leadership](https://healthverity.com/about-us/#leadership)
- [Board of Directors](https://healthverity.com/about-us/#board)
- [Careers](https://healthverity.com/careers/)
- [Contact](https://healthverity.com/contact/)

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