Transforming Healthcare Advocacy with AI
Healthcare
AI & Data Engineering
Enterprise Deployment & Optimization

The Opportunity
Navigating a Shifting Healthcare Landscape
Between 2020 and 2022, healthcare payers faced mounting challenges. Medical loss ratios were climbing, threatening profitability. The shift to value-based care brought new operational complexities. Members expected seamless, personalized experiences, while administrative costs continued to erode margins. Traditional advocacy models-reliant on human expertise and legacy systems-were no longer fit for purpose. Sharecare recognized this inflection point as an opportunity to reimagine member advocacy for the digital age.
The Vision
A Digital Front Door for Every Member
Their vision was bold: create a single, intelligent digital front door—a unified platform that makes healthcare as seamless and personalized as a five-star concierge experience.
As CEO Jeff Arnold put it, the goal was clear: “Treat every member like a guest in a five-star hotel.” That meant combining the warmth of human expertise with the intelligence of AI to deliver deeply personalized, proactive support—at scale.
Enter Sharecare+: An integrated, AI-powered platform that consolidates every benefit, every service, and every touchpoint into one connected, intuitive experience. From preventive care to complex case management, Sharecare+ supports members across digital, in-home, and in-person channels.
With AI serving as the smart digital nervous system of the platform, Sharecare+ doesn’t just react to member needs—it predicts them. It drives down costs by anticipating care gaps, eliminating friction, and routing members to the right resource at the right time.
Vision Pillars
Precision
Health Experience
Care at Scale
Front Door
Intelligence
The Solution
Building Sharecare+ with Torsion

Technical Implementation
Key elements of the solution included:
WeCare GPT AI Chatbot
Why: To enable scalable, real-time natural language processing for member-facing communication.
Advocacy ETL Pipeline
Why: To ensure high-frequency data processing and enable downstream analytics and automation.
Caregaps Analysis Tool
Why: To operationalize codified clinical logic within the platform and support rules-based event detection.
Database Optimization
Why: To increase query efficiency and maintain system performance under high-load conditions.
NLP Engine Transition
Why: To enable greater model customization, improve control over deployment environments, and optimize for cost and infrastructure flexibility.
The Impact

By The Numbers
Time
(21x faster)
Availability
Generation
Generation
Generation
Analysis
Analysis
Analysis
Delivering Meaningful Results

Looking Ahead
Sustaining Innovation and Responsible AI
Sharecare+ is a testament to what’s possible when vision meets execution-and when technology is harnessed to make healthcare more human, efficient, and effective.
