---
title: "The hidden barrier to AI: Why legacy systems and app sprawl are slowing healthcare innovation"
image: https://go.beckershospitalreview.com/hubfs/site/beckers-healthcare-webinar-cta.png
---

[Skip to main content](https://go.beckershospitalreview.com/hit/the-hidden-barrier-to-ai-why-legacy-systems-and-app-sprawl-are-slowing-healthcare-innovation#main)

- [BHR](https://www.beckershospitalreview.com/)
- [Clinical](https://www.beckershospitalreview.com/quality/)
- [Health IT](https://www.beckershospitalreview.com/healthcare-information-technology/)
- [CFO](https://www.beckershospitalreview.com/finance/)
- [ASC](https://www.beckersasc.com/)
- [Spine](https://www.beckersspine.com/)
- [Dental](https://www.beckersdental.com/)
- [Payer](https://www.beckerspayer.com/)
- [Behavioral](https://www.beckersbehavioralhealth.com/)
- [Physician](https://www.beckersphysicianleadership.com/)

More

- About
  
    - [About Becker’s](https://hubs.beckershealthcare.com/about)
    - [Careers](https://hubs.beckershealthcare.com/careers)
- For Sponsors
  
    - [Contact Us](https://www.beckersphysicianleadership.com/contact-us/)
    - [Media Kit](https://www.beckershospitalreview.com/request-media-kit/)
    - [Content Specs](https://hubs.beckershealthcare.com/content-specifications)

 Search

[Subscribe](https://www.beckershospitalreview.com/subscribe/)

[![](https://www.beckershospitalreview.com/wp-content/themes/beckers-healthcare/assets/images/logo.png) Becker's Hospital Review | Healthcare News & Analysis](https://www.beckershospitalreview.com)

- Leadership
  
    - [Leadership & Management](https://www.beckershospitalreview.com/hospital-management-administration/)
    - [Executive Moves](https://www.beckershospitalreview.com/hospital-executive-moves/)
    - [Strategy](https://www.beckershospitalreview.com/strategy/)
    - [Rankings](https://www.beckershospitalreview.com/rankings-and-ratings/)
    - [HR](https://www.beckershospitalreview.com/hr/)
    - [Workforce](https://www.beckershospitalreview.com/workforce/)
    - [Marketing](https://www.beckershospitalreview.com/digital-marketing/)
- Finance
  
    - [Financial Management](https://www.beckershospitalreview.com/finance/)
    - [Capital](https://www.beckershospitalreview.com/capital/)
    - [Compensation](https://www.beckershospitalreview.com/compensation-issues/)
    - [Transactions & Valuation](https://www.beckershospitalreview.com/hospital-transactions-and-valuation/)
    - [Legal & Regulatory](https://www.beckershospitalreview.com/legal-regulatory-issues/)
- Health IT
  
    - [Health Information Technology](https://www.beckershospitalreview.com/healthcare-information-technology/)
    - [EHRs](https://www.beckershospitalreview.com/ehrs/)
    - [Artificial Intelligence](https://www.beckershospitalreview.com/ai/)
    - [Cybersecurity](https://www.beckershospitalreview.com/cybersecurity/)
    - [Digital Health](https://www.beckershospitalreview.com/digital-health/)
    - [Innovation](https://www.beckershospitalreview.com/innovation/)
    - [Telehealth](https://www.beckershospitalreview.com/telehealth/)
    - [Disruptors](https://www.beckershospitalreview.com/disruptors/)
- Clinical Care
  
    - [Patient Safety and Outcomes](https://www.beckershospitalreview.com/patient-experience/patient-safety-outcomes/)
    - [Physicians](https://www.beckershospitalreview.com/hospital-physician-relationships/)
    - [Nursing](https://www.beckershospitalreview.com/nursing/)
    - [Pharmacy](https://www.beckershospitalreview.com/pharmacy/)
    - [Patient Experience](https://www.beckershospitalreview.com/patient-experience/)
    - [Care Coordination](https://www.beckershospitalreview.com/care-coordination/)
    - [Infection Prevention and Control](https://www.beckershospitalreview.com/infection-control/)
    - [Public Health](https://www.beckershospitalreview.com/public-health/)
    - [Health Equity](https://www.beckershospitalreview.com/health-equity/)
    - [GLP-1s](https://www.beckershospitalreview.com/glp-1s/)
    - [Supply Chain](https://www.beckershospitalreview.com/supply-chain/)
- Specialties
  
    - [Oncology](https://www.beckershospitalreview.com/oncology/)
    - [Cardiology](https://www.beckershospitalreview.com/cardiology/)
    - [Orthopedics](https://www.beckershospitalreview.com/orthopedics/)
    - [OR](https://www.beckershospitalreview.com/or/)
    - [Post-Acute](https://www.beckershospitalreview.com/post-acute/)
    - [Lab](https://www.beckershospitalreview.com/lab/)
    - [Radiology](https://www.beckershospitalreview.com/radiology/)

- Resources
  
    - [Live Webinars](https://www.beckershospitalreview.com/webinar-types/upcoming-webinars/)
    - [OnDemand Webinars](https://www.beckershospitalreview.com/webinar-types/ondemand-webinars/)
    - [Whitepapers](https://www.beckershospitalreview.com/whitepapers/)
    - [Podcasts](https://www.beckerspodcasts.com/)
    - [Featured Content](https://conferences.beckershospitalreview.com/featured-content)
    - [Lists](https://conferences.beckershospitalreview.com/lists/7368520)
    - [Surveys](https://www.beckershospitalreview.com/surveys/)
    - [Videos](https://conferences.beckershospitalreview.com/videos)
    - [Newsletters](https://www.beckershospitalreview.com/newsletters/)
    - [LeanTaaS Content Hub](https://hubs.beckershealthcare.com/leantaas-ai-solutions)
    - [Intuitive Content Hub](https://hubs.beckershealthcare.com/intuitive-beckers-content-hub)
    - [NRC Content Hub](https://conferences.beckershospitalreview.com/nrc-health-content-hub?utm_source=bhrwebsite)
- Events
  
    - [Live Events](https://conferences.beckershospitalreview.com/upcoming-events)
    - [Virtual Events](https://conferences.beckershospitalreview.com/upcoming-events/virtual-event)

 Search for:

 Clear search

 Search

[![](https://www.beckershospitalreview.com/wp-content/themes/beckers-healthcare/assets/images/logo.png) Becker's Hospital Review | Healthcare News & Analysis](https://www.beckershospitalreview.com)

 Menu

[Subscribe](https://www.beckershospitalreview.com/subscribe/)

 Search for:

 Clear search

 Search

- Leadership
  
    - [Leadership & Management](https://www.beckershospitalreview.com/hospital-management-administration/)
    - [Executive Moves](https://www.beckershospitalreview.com/hospital-executive-moves/)
    - [Strategy](https://www.beckershospitalreview.com/strategy/)
    - [Rankings](https://www.beckershospitalreview.com/rankings-and-ratings/)
    - [HR](https://www.beckershospitalreview.com/hr/)
    - [Workforce](https://www.beckershospitalreview.com/workforce/)
    - [Marketing](https://www.beckershospitalreview.com/digital-marketing/)
- Finance
  
    - [Financial Management](https://www.beckershospitalreview.com/finance/)
    - [Capital](https://www.beckershospitalreview.com/capital/)
    - [Compensation](https://www.beckershospitalreview.com/compensation-issues/)
    - [Transactions & Valuation](https://www.beckershospitalreview.com/hospital-transactions-and-valuation/)
    - [Legal & Regulatory](https://www.beckershospitalreview.com/legal-regulatory-issues/)
- Health IT
  
    - [Health Information Technology](https://www.beckershospitalreview.com/healthcare-information-technology/)
    - [EHRs](https://www.beckershospitalreview.com/ehrs/)
    - [Artificial Intelligence](https://www.beckershospitalreview.com/ai/)
    - [Cybersecurity](https://www.beckershospitalreview.com/cybersecurity/)
    - [Digital Health](https://www.beckershospitalreview.com/digital-health/)
    - [Innovation](https://www.beckershospitalreview.com/innovation/)
    - [Telehealth](https://www.beckershospitalreview.com/telehealth/)
    - [Disruptors](https://www.beckershospitalreview.com/disruptors/)
- Clinical Care
  
    - [Patient Safety and Outcomes](https://www.beckershospitalreview.com/patient-experience/patient-safety-outcomes/)
    - [Physicians](https://www.beckershospitalreview.com/hospital-physician-relationships/)
    - [Nursing](https://www.beckershospitalreview.com/nursing/)
    - [Pharmacy](https://www.beckershospitalreview.com/pharmacy/)
    - [Patient Experience](https://www.beckershospitalreview.com/patient-experience/)
    - [Care Coordination](https://www.beckershospitalreview.com/care-coordination/)
    - [Infection Prevention and Control](https://www.beckershospitalreview.com/infection-control/)
    - [Public Health](https://www.beckershospitalreview.com/public-health/)
    - [Health Equity](https://www.beckershospitalreview.com/health-equity/)
    - [GLP-1s](https://www.beckershospitalreview.com/glp-1s/)
    - [Supply Chain](https://www.beckershospitalreview.com/supply-chain/)
- Specialties
  
    - [Oncology](https://www.beckershospitalreview.com/oncology/)
    - [Cardiology](https://www.beckershospitalreview.com/cardiology/)
    - [Orthopedics](https://www.beckershospitalreview.com/orthopedics/)
    - [OR](https://www.beckershospitalreview.com/or/)
    - [Post-Acute](https://www.beckershospitalreview.com/post-acute/)
    - [Lab](https://www.beckershospitalreview.com/lab/)
    - [Radiology](https://www.beckershospitalreview.com/radiology/)

- Resources
  
    - [Live Webinars](https://www.beckershospitalreview.com/webinar-types/upcoming-webinars/)
    - [OnDemand Webinars](https://www.beckershospitalreview.com/webinar-types/ondemand-webinars/)
    - [Whitepapers](https://www.beckershospitalreview.com/whitepapers/)
    - [Podcasts](https://www.beckerspodcasts.com/)
    - [Featured Content](https://conferences.beckershospitalreview.com/featured-content)
    - [Lists](https://conferences.beckershospitalreview.com/lists/7368520)
    - [Surveys](https://www.beckershospitalreview.com/surveys/)
    - [Videos](https://conferences.beckershospitalreview.com/videos)
    - [Newsletters](https://www.beckershospitalreview.com/newsletters/)
    - [LeanTaaS Content Hub](https://hubs.beckershealthcare.com/leantaas-ai-solutions)
    - [Intuitive Content Hub](https://hubs.beckershealthcare.com/intuitive-beckers-content-hub)
    - [NRC Content Hub](https://conferences.beckershospitalreview.com/nrc-health-content-hub?utm_source=bhrwebsite)
- Events
  
    - [Live Events](https://conferences.beckershospitalreview.com/upcoming-events)
    - [Virtual Events](https://conferences.beckershospitalreview.com/upcoming-events/virtual-event)

 Site Switcher

- [BHR](https://www.beckershospitalreview.com/)
- [Clinical](https://www.beckershospitalreview.com/quality/)
- [Health IT](https://www.beckershospitalreview.com/healthcare-information-technology/)
- [CFO](https://www.beckershospitalreview.com/finance/)
- [ASC](https://www.beckersasc.com/)
- [Spine](https://www.beckersspine.com/)
- [Dental](https://www.beckersdental.com/)
- [Payer](https://www.beckerspayer.com/)
- [Behavioral](https://www.beckersbehavioralhealth.com/)
- [Physician](https://www.beckersphysicianleadership.com/)

- About
  
    - [About Becker’s](https://hubs.beckershealthcare.com/about)
    - [Careers](https://hubs.beckershealthcare.com/careers)
- For Sponsors
  
    - [Contact Us](https://www.beckersphysicianleadership.com/contact-us/)
    - [Media Kit](https://www.beckershospitalreview.com/request-media-kit/)
    - [Content Specs](https://hubs.beckershealthcare.com/content-specifications)

## The hidden barrier to AI: Why legacy systems and app sprawl are slowing healthcare innovation

---

***This webinar is on-demand and can be viewed at your convenience. ***

Healthcare organizations are investing heavily in AI and digital innovation — yet many are discovering that legacy systems, redundant applications and fragmented infrastructure are slowing progress. Before scaling AI or advanced analytics, many healthcare IT, digital and compliance leaders are realizing they must address decades of accumulated technical debt.

This session will explore how healthcare IT leaders are approaching application rationalization and legacy modernization as strategic enablers of AI, cloud transformation and operational efficiency. Speakers will share practical approaches for evaluating legacy systems, reducing application sprawl and aligning platforms to support the next generation of healthcare technologies.

**Key learning points**

 

- Why legacy systems and application sprawl are emerging as major barriers to AI and digital transformation
- Practical frameworks for evaluating and rationalizing healthcare application portfolios
- How leading health systems are balancing modernization with operational stability
- Strategies for aligning infrastructure, security and governance when retiring legacy systems
- Where CIOs should start when building a modern digital foundation for AI

## Presenters: 

![Headshot_Stephen_perri_formal-1](https://go.beckershospitalreview.com/hs-fs/hubfs/Headshot_Stephen_perri_formal-1.jpeg?width=120&height=120&name=Headshot_Stephen_perri_formal-1.jpeg)

### Stephen Perri

##### Principal Solutions Architect - Healthcare, RapidScale 

![Headshot_Miles_Tanner_formal](https://go.beckershospitalreview.com/hs-fs/hubfs/Headshot_Miles_Tanner_formal.jpeg?width=120&height=120&name=Headshot_Miles_Tanner_formal.jpeg)

### Miles Tanner

##### Director of Healthcare Solutions, RapidScale 

[![](https://www.beckershospitalreview.com/wp-content/themes/beckers-healthcare/assets/images/logo.png) Becker's Hospital Review | Healthcare News & Analysis](https://www.beckershospitalreview.com)

### Contact Us

[1-800-417-2035](tel:180041720354)

[becker@beckershealthcare.com](mailto:becker@beckershealthcare.com)

- [RSS Feed](https://www.beckershospitalreview.com/rss-feeds/)
- [LinkedIn](https://www.linkedin.com/company/asc-communications/)
- [Facebook](https://www.facebook.com/@BeckersHospitalReview/)
- [X](https://x.com/beckershr)
- [YouTube](https://www.youtube.com/user/hospitalreview1)

### Other Becker’s Sites

- [ASC](https://www.beckersasc.com/)
- [Spine](https://www.beckersspine.com/)
- [Dental](https://www.beckersdental.com/)
- [Payer](https://www.beckerspayer.com/)
- [Behavioral](https://www.beckersbehavioralhealth.com/)
- [Physician](https://www.beckersphysicianleadership.com/)

### More Resources

- [Events](https://conferences.beckershospitalreview.com/upcoming-events/)
- [Whitepapers](https://www.beckershospitalreview.com/whitepapers/)
- [Live Webinars](https://www.beckershospitalreview.com/webinar-types/upcoming-webinars/)
- [OnDemand Webinars](https://www.beckershospitalreview.com/webinar-types/ondemand-webinars/)

Copyright © 2026 Becker’s Healthcare. All Rights Reserved. [Privacy Policy](https://www.beckershospitalreview.com/privacy-policy/). [Cookie Policy](https://www.beckershospitalreview.com/cookie-policy/). [Linking and Reprinting Policy](https://www.beckershospitalreview.com/uncategorized/linking-and-reprinting-policy/). | [Employee Access](https://mhq-ep.prismhr.com/)

![](https://www.facebook.com/tr?id=1151078721744405&ev=PageView&noscript=1) ![](https://px.ads.linkedin.com/collect/?pid=1310345&fmt=gif)