Wheel, and b.well Launch AI-First Virtual Care Infrastructure to Bridge Data-to-Care Gap
AUSTIN, Texas and BALTIMORE — In a move that could redefine how consumer health data translates into clinical care, two leading digital health companies have announced a strategic partnership to create the industry’s first complete pathway from health insights to actionable care delivery. Wheel, known for its AI-first virtual care platform Horizon™, and b.well Connected Health, a leader in consumer health data infrastructure, are combining their technologies to address what they call the “Action Gap” — the persistent challenge of turning health records and AI-generated insights into actual clinical visits, prescriptions, and follow-up care.
This collaboration represents a significant evolution in virtual care, moving beyond mere data aggregation to create seamless workflows that connect longitudinal health records with nationwide clinician networks and pharmacy fulfillment systems. The partnership aims to provide retailers, payers, life sciences companies, and health systems with a turnkey solution to compete in the rapidly expanding consumer-driven healthcare market.
As healthcare continues to generate vast amounts of data from wearables, retail pharmacies, and digital health interfaces, the challenge remains how to convert this information into meaningful clinical outcomes. Michelle Davey, CEO of Wheel, emphasized this critical distinction in a statement: “Everyone is racing to own healthcare’s front door, but most of them are going to hit the same wall. A record isn’t care. An AI answer isn’t care. A marketplace is not care. The winners will be the companies that can turn health context into clinical action, pharmacy access, and outcomes.”
“The consumer health race is here. But data and insight still do not equal care.”
The Action Gap: Connecting Data to Clinical Delivery
The partnership addresses a fundamental limitation in current virtual care models where health data often exists in silos. Historically, the patient journey has been fragmented across disconnected systems, creating administrative confusion and forcing consumers to navigate complex portals while clinicians work with incomplete information. The Wheel and b.well infrastructure aims to bridge this gap through four key components:
- Longitudinal Records: b.well’s proprietary Data Refinery cleanses and standardizes fragmented health data using FHIR® (Fast Healthcare Interoperability Resources) standards, creating comprehensive patient profiles
- Consumer-Authorized Access: The platform provides identity matching, consent management, and semantic interoperability to ensure patients’ data is properly connected and accessible
- Clinical Action Layer: Wheel’s Horizon platform delivers nationwide clinician networks, prescribing workflows, and patient support services
- Pharmacy Coordination: Real-time pharmacy workflows ensure prescriptions move seamlessly from clinical decision to fulfillment
This modular approach creates a closed-loop system where health insights generated through wearables or digital interfaces can immediately trigger appropriate clinical responses, from medication prescriptions to follow-up appointments. The infrastructure supports a wide range of care models including cardiometabolic health management, GLP-1 therapy programs, women’s health services, primary care, urgent care, and emerging Medicare Bridge models.
Scaling Virtual Care Through the “Health Front Door”
The partnership positions both companies to become the definitive “health front door” for major consumer brands. By integrating b.well’s access infrastructure with Wheel’s clinical execution capabilities, brands can offer high-quality care that feels native to their existing consumer experiences. Here’s particularly important for complex care journeys like GLP-1 management and cardiometabolic health, where ongoing follow-up and outcome measurement are essential for long-term success.

Initial availability of the combined offering will be through Wheel Clinic, which is currently featured in Walmart’s Better Care Services marketplace. This retail pharmacy integration demonstrates how the infrastructure can support both direct-to-consumer models and enterprise B2B implementations across multiple healthcare settings.
Why This Partnership Matters
Several factors make this collaboration particularly timely and significant:
- AI as the New Health Interface: As consumers increasingly interact with health information through digital interfaces, the need for seamless transitions from insight to action becomes critical
- Retail and Pharmacy as Care Access Points: Major retailers are becoming key entry points for healthcare services, requiring integrated solutions that connect digital health data with clinical workflows
- Medicare Innovation Initiatives: Federal programs pushing for interoperability and digital workflows create both opportunities and requirements for standardized care delivery models
- Direct-to-Patient Models: Life sciences companies and consumer health brands are increasingly going direct to patients, necessitating complete care pathways from diagnosis to treatment
The modular, standards-based approach ensures the infrastructure remains compliant with evolving federal requirements while providing scalability for different care models. This is particularly important as CMS continues to push for more connected, consumer-centered healthcare delivery systems.
Industry Impact and Next Steps
This partnership represents a significant shift in how healthcare organizations approach virtual care implementation. Rather than building complete technology stacks from scratch, companies can now leverage this integrated infrastructure to:
- Launch virtual care programs more quickly and at scale
- Create seamless experiences across multiple touchpoints (wearables, retail, pharmacies)
- Improve care coordination through longitudinal health records
- Enhance patient engagement with personalized, actionable health insights
- Achieve better health outcomes through continuous follow-up and outcome measurement
Looking ahead, the companies plan to expand this infrastructure to support additional care models and integrate with emerging health technologies. The next major checkpoint will be the full commercial launch of the combined platform, with initial implementations already underway through Walmart’s Better Care Services.
For healthcare organizations considering virtual care initiatives, this partnership demonstrates how strategic collaborations can accelerate innovation while addressing the complex operational challenges of modern healthcare delivery.
Key Takeaways
- The Wheel and b.well partnership creates an end-to-end virtual care infrastructure connecting health data to clinical action
- It addresses the “Action Gap” where health records and AI insights fail to translate into actual care delivery
- The system integrates longitudinal health records, clinician networks, and pharmacy workflows into a single platform
- Initial availability will be through Wheel Clinic in Walmart’s Better Care Services marketplace
- The modular design supports multiple care models including cardiometabolic health, GLP-1 therapy, and Medicare programs
- Compliance with FHIR® standards ensures interoperability with existing healthcare systems
What’s Next?
The companies will continue to expand this infrastructure in the coming months, with particular focus on:

- Additional retail pharmacy integrations
- Expansion into new care specialties
- Enhanced analytics capabilities for outcome measurement
- Broader adoption across payer and health system networks
For organizations interested in piloting this virtual care infrastructure, the companies recommend monitoring official announcements through their respective websites and industry healthcare technology conferences. The next major industry event to watch will be the Digital Health Conference in September 2026, where both companies are expected to provide updates on their implementation progress.
What are your thoughts on this new approach to virtual care? Share your experiences with digital health solutions in the comments below, and follow World Today Journal for ongoing coverage of healthcare innovation.