--- title: HealthVerity Blog (3) description: Read the latest insights and research from the HealthVerity team. (3) image: https://blog.healthverity.com/hubfs/healthverity-blog.png --- Announcing HealthVerity Precision Event Alerts, a next-generation physician alerting solution. 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Symphony Solutions Health technology and business intelligence solutions Integrated Dataverse and Source Solutions Brand strategy and sales HealthRankings Market access Patient Journey Medicines affordability Symphony Products PayerSource® PrescriberSource® PatientSource® PatientSourceCompleteTM PatientSourceDUOTM Symphony FLEXTM CustomerSource® DiagnosticSource® NonRetailSource® Symphony Technology Symphony HealthCloud Synoma Data Integration Vantage Applications Metys ###### Life Sciences Technology solutions from development through commercialization ###### Channel Partners HealthVerity enables partners to unlock unprecedented value and insights for clients ###### Government Comprehensive and compliant solutions to manage the nation’s care ###### Data Ecosystem Partners Join the nation’s largest data partner ecosystem ###### Insurance Insurance-grade solutions that excel in managing risk and rebates ###### HealthVerity Blog Insights and updates from industry experts ###### Publications Peer-reviewed research and discoveries ###### News & Events Stay informed about our latest announcements and happenings ###### The IPGE Approach Fundamentals that power everything that we do and every solution we offer ###### Resource Library Explore guides, webinars, and tools to enhance your understanding ###### 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. [![Menopause at a turning point: RWD matters more than ever](https://blog.healthverity.com/hs-fs/hubfs/menopause-at-a-turning-point.png?width=352&name=menopause-at-a-turning-point.png)](https://blog.healthverity.com/menopause-at-a-turning-point-rwd-matters-more-than-ever) #### [Menopause at a turning point: RWD matters more than ever](https://blog.healthverity.com/menopause-at-a-turning-point-rwd-matters-more-than-ever) By [HealthVerity](https://blog.healthverity.com/author/healthverity) July 13, 2026 A recent CNBC article used HealthVerity real-world data (RWD) to highlight a shortage of estrogen patches that is visible in RWD as demand for menopause support skyrockets. Menopause affects millions of women, yet it has long remained one of the... [Read More](https://blog.healthverity.com/menopause-at-a-turning-point-rwd-matters-more-than-ever) [![Can you trust AI for RWE? HealthVerity eXOs validation study says yes](https://blog.healthverity.com/hubfs/can-you-trust-ai-for-rwe-healverity-exos-validation-study-says-yes-featured.png)](https://blog.healthverity.com/can-you-trust-ai-for-rwe-healthverity-exos-validation-study-says-yes) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [AI](https://blog.healthverity.com/tag/ai) [eXOs](https://blog.healthverity.com/tag/exos) ###### [Can you trust AI for RWE? HealthVerity eXOs validation study says yes](https://blog.healthverity.com/can-you-trust-ai-for-rwe-healthverity-exos-validation-study-says-yes) By [HealthVerity](https://blog.healthverity.com/author/healthverity) April 6, 2026 Artificial intelligence is moving quickly into healthcare research, but one question still comes... [Read More](https://blog.healthverity.com/can-you-trust-ai-for-rwe-healthverity-exos-validation-study-says-yes) [![The role of real-world data in advancement of Alzheimer’s treatments](https://blog.healthverity.com/hubfs/aiding-the-advancement-of-alzheimers-treatment-blog.png)](https://blog.healthverity.com/the-role-of-real-world-data-in-advancement-of-alzheimers-treatments) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor) [taXonomy Pathways](https://blog.healthverity.com/tag/taxonomy-pathways) ###### [The role of real-world data in advancement of Alzheimer’s treatments](https://blog.healthverity.com/the-role-of-real-world-data-in-advancement-of-alzheimers-treatments) By [HealthVerity](https://blog.healthverity.com/author/healthverity) April 3, 2026 One in nine Americans age 65 and older has Alzheimer’s disease (AD), a devastating illness that... [Read More](https://blog.healthverity.com/the-role-of-real-world-data-in-advancement-of-alzheimers-treatments) [![Inside taXonomy, a next-gen closed claims solution for real-world evidence generation](https://blog.healthverity.com/hubfs/claim-better-outcomes-blog.png)](https://blog.healthverity.com/inside-taxonomy-a-next-gen-closed-claims-solution-for-real-world-evidence-generation) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [taXonomy Pathways](https://blog.healthverity.com/tag/taxonomy-pathways) ###### [Inside taXonomy, a next-gen closed claims solution for real-world evidence generation](https://blog.healthverity.com/inside-taxonomy-a-next-gen-closed-claims-solution-for-real-world-evidence-generation) By [John Cosenza](https://blog.healthverity.com/author/john-cosenza) April 2, 2026 Healthcare claims data are one of the most powerful sources of data in generating real-world... [Read More](https://blog.healthverity.com/inside-taxonomy-a-next-gen-closed-claims-solution-for-real-world-evidence-generation) [![Rethinking healthcare audience targeting for data-driven precision](https://blog.healthverity.com/hubfs/disrupting-healthcare-audiences-blog.png)](https://blog.healthverity.com/rethinking-healthcare-audience-targeting-for-data-driven-precision) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [Audiences](https://blog.healthverity.com/tag/audiences) ###### [Rethinking healthcare audience targeting for data-driven precision](https://blog.healthverity.com/rethinking-healthcare-audience-targeting-for-data-driven-precision) By [HealthVerity](https://blog.healthverity.com/author/healthverity) March 31, 2026 Why healthcare marketers need more transparency in audience targeting Healthcare marketers are... [Read More](https://blog.healthverity.com/rethinking-healthcare-audience-targeting-for-data-driven-precision) [![What The Pitt gets right about AI and clinical notes](https://blog.healthverity.com/hubfs/what-the-pitt-gets-right-about-ai-and-clinical-notes-featured-1.png)](https://blog.healthverity.com/what-the-pitt-gets-right-about-ai-and-clinical-notes) [Notes](https://blog.healthverity.com/tag/notes) ###### [What The Pitt gets right about AI and clinical notes](https://blog.healthverity.com/what-the-pitt-gets-right-about-ai-and-clinical-notes) By [HealthVerity](https://blog.healthverity.com/author/healthverity) March 23, 2026 In Season 2 of The Pitt, Dr. Santos accepts an AI-drafted clinical note and moves on. It’s one of... [Read More](https://blog.healthverity.com/what-the-pitt-gets-right-about-ai-and-clinical-notes) [![Why diagnosis codes alone fall short for long COVID surveillance](https://blog.healthverity.com/hubfs/how-unstructured-notes-expanded-long-covid-featured.png)](https://blog.healthverity.com/why-diagnosis-codes-alone-fall-short-for-long-covid-surveillance) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Notes](https://blog.healthverity.com/tag/notes) ###### [Why diagnosis codes alone fall short for long COVID surveillance](https://blog.healthverity.com/why-diagnosis-codes-alone-fall-short-for-long-covid-surveillance) By [HealthVerity](https://blog.healthverity.com/author/healthverity) March 19, 2026 When our client, a global pharmaceutical company, set out to better understand long COVID pathways,... [Read More](https://blog.healthverity.com/why-diagnosis-codes-alone-fall-short-for-long-covid-surveillance) [![GenAI vs. Agentic AI: The difference for real-world evidence](https://blog.healthverity.com/hubfs/gen-vs-agentic-ai-featured.png)](https://blog.healthverity.com/genai-vs.-agentic-ai-the-difference-for-real-world-evidence) [AI](https://blog.healthverity.com/tag/ai) [eXOs](https://blog.healthverity.com/tag/exos) ###### [GenAI vs. Agentic AI: The difference for real-world evidence](https://blog.healthverity.com/genai-vs.-agentic-ai-the-difference-for-real-world-evidence) By [HealthVerity](https://blog.healthverity.com/author/healthverity) March 11, 2026 AI is playing a growing role in real-world evidence, but not all AI serves the same purpose. Two... [Read More](https://blog.healthverity.com/genai-vs.-agentic-ai-the-difference-for-real-world-evidence) [![Why RWE programs fail under regulatory scrutiny — and what leaders can do about it](https://blog.healthverity.com/hubfs/why-rwe-programs-fail-under-regulatory-scrutiny-featured.png)](https://blog.healthverity.com/why-rwe-programs-fail-under-regulatory-scrutiny-and-what-leaders-can-do-about-it) [Marketplace](https://blog.healthverity.com/tag/marketplace) [Government](https://blog.healthverity.com/tag/government) ###### [Why RWE programs fail under regulatory scrutiny — and what leaders can do about it](https://blog.healthverity.com/why-rwe-programs-fail-under-regulatory-scrutiny-and-what-leaders-can-do-about-it) By [HealthVerity](https://blog.healthverity.com/author/healthverity) March 10, 2026 FDA has made its expectations for RWE clearer and more structured through recent guidance and... [Read More](https://blog.healthverity.com/why-rwe-programs-fail-under-regulatory-scrutiny-and-what-leaders-can-do-about-it) [![HPV vaccination trends from 2016 to 2025: Progress and missed opportunities](https://blog.healthverity.com/hubfs/hpv-vaccination-trends-featured-1.png)](https://blog.healthverity.com/hpv-vaccination-trends-from-2016-to-2025) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [Trends & Insights](https://blog.healthverity.com/tag/trends-insights) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [HPV vaccination trends from 2016 to 2025: Progress and missed opportunities](https://blog.healthverity.com/hpv-vaccination-trends-from-2016-to-2025) By [Alexandra Miller, MPH](https://blog.healthverity.com/author/alexandra-miller-mph) March 4, 2026 by: Alexandra Miller, MPH Human papillomavirus (HPV) is one of the most common sexually... [Read More](https://blog.healthverity.com/hpv-vaccination-trends-from-2016-to-2025) [![The Missing Pieces: How Rare Disease Diagnoses Come Together](https://blog.healthverity.com/hubfs/the-missing-pieces-how-rare-disease-diagnoses-come-together-featured.png)](https://blog.healthverity.com/the-missing-pieces-how-rare-disease-diagnoses-come-together) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [taXonomy Pathways](https://blog.healthverity.com/tag/taxonomy-pathways) ###### [The Missing Pieces: How Rare Disease Diagnoses Come Together](https://blog.healthverity.com/the-missing-pieces-how-rare-disease-diagnoses-come-together) By [HealthVerity](https://blog.healthverity.com/author/healthverity) February 26, 2026 Rare diseases may be individually uncommon, but collectively they affect an estimated 30 million... [Read More](https://blog.healthverity.com/the-missing-pieces-how-rare-disease-diagnoses-come-together) ###### Search Search ###### Category - [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) - [Trends & Insights](https://blog.healthverity.com/tag/trends-insights) - [HEOR](https://blog.healthverity.com/tag/heor) - [Marketplace](https://blog.healthverity.com/tag/marketplace) - [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) - [Industry Updates](https://blog.healthverity.com/tag/industry-updates) - [taXonomy](https://blog.healthverity.com/tag/taxonomy) - [Case Studies](https://blog.healthverity.com/tag/case-studies) - [Commercial Pharmaceutical](https://blog.healthverity.com/tag/commercial-pharmaceutical) - [Government](https://blog.healthverity.com/tag/government) - [AI](https://blog.healthverity.com/tag/ai) - [eXOs](https://blog.healthverity.com/tag/exos) - [Audiences](https://blog.healthverity.com/tag/audiences) - [taXonomy Pathways](https://blog.healthverity.com/tag/taxonomy-pathways) - [Notes](https://blog.healthverity.com/tag/notes) - [Rare Diseases](https://blog.healthverity.com/tag/rare-diseases) ###### 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) ###### Subscribe ###### Page: [1](https://blog.healthverity.com/page/1) [2](https://blog.healthverity.com/page/2) [3](https://blog.healthverity.com/page/3) [4](https://blog.healthverity.com/page/4) [5](https://blog.healthverity.com/page/5) [...](https://blog.healthverity.com/page/8) [20](https://blog.healthverity.com/page/20) [Next](https://blog.healthverity.com/page/4) [Prev](https://blog.healthverity.com/page/2) [1](https://blog.healthverity.com) [2](https://blog.healthverity.com/page/2) [3](https://blog.healthverity.com/page/3) [4](https://blog.healthverity.com/page/4) [5](https://blog.healthverity.com/page/5) [Next](https://blog.healthverity.com/page/4) - [Industry Updates](https://blog.healthverity.com/tag/industry-updates) - [Marketplace](https://blog.healthverity.com/tag/marketplace) ## [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... 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