TalksFroedtert Health transforms patient engagement with generative AI (HLS214)
Froedtert Health transforms patient engagement with generative AI (HLS214)
Building a Robust Cloud-Native Healthcare Platform with AI
Transforming Healthcare through Cloud and Digital Innovation
Key Takeaways:
Freer Health System's journey from an on-premises infrastructure to a cloud-native, digital-first healthcare platform.
Importance of people, process, and technology in driving digital transformation.
Leveraging AWS services like Lambda, API Gateway, and Serverless to build a scalable, secure, and agile platform.
Integrating cloud-native capabilities with legacy healthcare infrastructure.
Utilizing data and analytics to personalize patient experiences and drive clinical outcomes.
Adopting a product-driven, engineering-centric approach to healthcare innovation.
Launching a digital-first primary care clinic and open-sourcing cloud infrastructure constructs.
Freer Health System's Digital Transformation Journey
Shifting Mindset: Freer Health System recognized technology as the core driver of their business, not just a supporting function.
Patient-Centric Approach: Focusing on delivering seamless digital experiences for patients, rather than just providing access to medical records.
Data-Driven Insights: Shifting from a medical record-centric view of data to a longitudinal, patient-journey-focused approach to enable personalization and machine learning.
Building the Cloud-Native Foundation
People and Culture: Adopting a product-driven, engineering-centric approach with small, cross-functional teams.
AWS Landing Zone for Healthcare: Establishing a secure, compliant, and scalable multi-account AWS environment.
Serverless Architecture: Leveraging AWS services like Lambda, API Gateway, and Step Functions to build a cloud-native platform.
Integrating with Legacy Healthcare Systems
Overcoming challenges in integrating with monolithic EHR systems through a microservice-based approach.
Adapting cloud-native practices to fit the healthcare compliance and security requirements.
Leveraging AI and Generative AI
Integrating Bedrock, AWS's large language model, as a co-pilot for clinicians.
Leveraging Augmented Retrieval and Generation to surface relevant clinical guidelines and knowledge.
Enabling rapid experimentation and innovation through the cloud-native platform.
Driving Tangible Outcomes
10% year-over-year growth in patient population using digital services.
20% year-over-year growth in monthly active users.
Improved mental health outcomes through digital therapeutic programs.
Launching a digital-first primary care clinic.
Open-sourcing cloud infrastructure constructs.
Conclusion
Freer Health System's journey demonstrates the power of embracing cloud-native technologies and a digital-first mindset to transform healthcare delivery and drive better patient outcomes. By building a robust, secure, and agile platform, they have enabled rapid innovation and the integration of AI and generative AI capabilities to enhance the patient experience and clinical decision-making.
These cookies are used to collect information about how you interact with this website and allow us to remember you. We use this information to improve and customize your browsing experience, as well as for analytics.
If you decline, your information won’t be tracked when you visit this website. A single cookie will be used in your browser to remember your preference.