AI-Powered Diabetes Management at Scale
MemberCare integrates Dexcom CGM data with AI-powered diabetes and nutrition agents -- giving your team real-time glucose intelligence, meal-time analysis, and automated care management billing without logging into multiple portals.
The Challenges Slowing Diabetes Care
CGM Data Overload
92% of health data is generated outside clinical settings. CGM streams thousands of glucose readings per patient -- no clinician can review all of it manually.
Complex Comorbidities
Diabetes rarely exists alone. Managing cardiovascular risk, kidney function, neuropathy, and polypharmacy requires coordinated intelligence across specialties.
Workforce Shortage
The U.S. faces a shortfall of 1.1 million nurses by 2030. Practices can't hire enough staff to manage growing diabetes patient panels manually.
Nutrition Guidance Gap
Dietary management is critical for glycemic control but practices lack the tools to deliver personalized nutrition guidance at scale between visits.
AI That Understands Glucose, Nutrition, and Medication Together
The Diabetes AI works alongside Nutrition AI to deliver comprehensive glucose management. When one specialty needs input from another, the platform collaborates automatically -- just like your best clinical team.
Dexcom CGM Integration
Real-time glucose data via OAuth + REST with hourly polling and push updates. Around-meal-time analysis, around-sleep-time analysis, and high-glucose alerting -- all automated.
Diabetes AI Agent
Backed by curated clinical knowledge covering CGM interpretation, glucose targets, insulin management, medication classes, and comorbidity management. Automatically consults nutrition and lab specialist AI when questions span disciplines.
Nutrition AI Agent
Comprehensive training in meal planning, dietary patterns, glycemic index analysis, and nutritional assessment. Delivers personalized meal-glucose correlation insights to each patient.
Smart Pill Dispensers
Hero/Livo integration confirms patients are taking diabetes medications on schedule. Non-adherence triggers automated alerts and care team follow-up.
Video Nutrition Classes
Deliver group nutrition education via video with multiple patients simultaneously. Cohort management groups patients by condition stage, diet type, or language preference.
Multi-Language Support
English and Spanish clinical agents with full translation pipeline. Patients receive diabetes education, nutrition guidance, and care plan instructions in their preferred language.
New Revenue from Every Diabetes Patient
What CGM Intelligence Looks Like
MemberCare transforms raw glucose data into clinical insights your team can act on -- without logging into a separate CGM portal.
Around-Meal-Time
Post-prandial glucose spikes and patterns
Identifies which meals cause hyperglycemia, triggers nutrition AI consultation
Around-Sleep-Time
Nocturnal hypoglycemia and dawn phenomenon
Alerts care team to overnight glucose events patients may not feel
High-Glucose Alerting
Sustained hyperglycemia above target
Immediate notification for medication adjustment or patient outreach
Trend Analysis
Multi-day glucose patterns and time-in-range
Supports data-driven medication titration and care plan adjustments
Built for the Scale of Continuous Glucose Data
Most RPM and CCM platforms weren't designed for CGM sensors. We were.
Per Patient, Per Day
288 Readings
One glucose reading every 5 minutes, 24 hours a day
Enterprise-Grade Data Pipeline
Most RPM platforms are built for a few daily readings from a blood pressure cuff or scale. CGM generates 288 data points per patient per day. MemberCare's architecture handles this volume natively -- ingesting, storing, and processing millions of glucose readings without performance degradation.
AI That Reads the Signal, Not the Noise
288 readings a day is overwhelming for a care team to review manually. Our Diabetes AI agent analyzes every data point in context -- correlating glucose with meal times, sleep, medication timing, and activity -- to surface only the patterns and anomalies that require clinical attention.
Direct Dexcom Integration
No manual downloads. No CSV imports. MemberCare connects directly to the Dexcom API via OAuth, polling glucose data hourly with push notifications for critical events. Your team sees real-time glucose alongside vitals, labs, and care plans -- in one platform.
Most RPM/CCM vendors list CGM as a checkbox feature. We built our data infrastructure around it. That's the difference between claiming CGM support and actually delivering CGM intelligence at scale.
One Platform for Every Diabetes Device
Dexcom CGM
Real-time continuous glucose monitoring with OAuth integration, hourly data sync, and push notifications for critical glucose events.
Withings Scales & BP
Weight management and blood pressure monitoring for patients with diabetes-related cardiovascular risk.
Activity & Sleep Trackers
Terra API aggregates data from Fitbit, Apple Health, Google Fit, Garmin, and Oura -- correlating activity and sleep patterns with glucose control.
Why Diabetes Is the #1 Lever for Value-Based Care
Diabetes is a comorbidity in nearly every high-cost patient population. Managing it proactively doesn't just improve outcomes -- it drives the economics of every value-based contract.
The Comorbidity Multiplier
Diabetes compounds the cost and complexity of heart failure, CKD, stroke, and peripheral artery disease. A patient with diabetes + CHF costs 2-3x more than CHF alone. Managing glucose proactively reduces total cost of care across every condition it touches.
Avoidable Admissions
Diabetic emergencies -- DKA, severe hypoglycemia, hyperglycemic crises -- are among the most preventable admissions in medicine. Continuous glucose monitoring with AI-powered alerting catches the trajectory before it becomes an ER visit.
Quality Measure Performance
HbA1c control, diabetic retinopathy screening, and nephropathy monitoring are core HEDIS measures that directly impact shared savings and star ratings. Automated care gap identification ensures no patient falls through the cracks.
Built for ACOs & MSOs
Multi-tenant architecture lets ACOs and MSOs deploy standardized diabetes management across every practice in their network -- with centralized analytics and per-site isolation. One platform, network-wide glucose intelligence.
Every Specialty Benefits
Cardiology practices managing diabetic heart patients. Nephrology tracking glucose alongside GFR. Primary care coordinating multi-chronic CCM. When diabetes is managed well, every specialty downstream sees better outcomes and lower costs.
If your organization is managing total cost of care under a value-based contract, diabetes management isn't optional -- it's the single highest-impact intervention you can deploy. MemberCare makes it scalable.
“Without the AI assistant, our nurse would have taken 30 times longer to complete her clinical work.”
Diabetes Care Coordinator
Ready to Transform Your Diabetes Practice?
See how Dexcom CGM integration, AI-powered glucose analysis, and automated care management can scale your diabetes program.
Or call us: 214.226.5319