CARE Foundation Models
AI model that learns individual baselines and detects meaningful physiological drift
Company profile
Company profile
Preemptive (operating as PreemptiveAI, Inc., formerly Measure Labs, Inc.) is building a foundational layer beneath traditional primary care through continuous physiological monitoring and human-guided stewardship. The company transforms smartphones into optical sensors that capture blood-flow patterns, creating personalized health baselines that evolve over time. By aggregating thousands of passive measurements from phone cameras and compatible wearables, Preemptive's AI models learn to distinguish normal daily fluctuations from meaningful physiological drift. Each member is paired with a dedicated nurse guide who provides longitudinal clinical oversight, filtering algorithmic signals to separate daily noise from actual risk. This human-in-the-loop approach ensures interventions occur only when clinically warranted. Rather than replacing physicians, Preemptive strengthens the existing healthcare system by providing the early signal intelligence that allows primary care to transition from reactive appointments to proactive management. The platform monitors cardiovascular health, autonomic balance, metabolic state, and mental well-being, catching silent disease progression weeks or months before costly hospitalizations occur. Founded by digital health and AI researchers, Preemptive serves multiple stakeholders including individual members, families, clinicians, payers, digital health companies, and pharmaceutical organizations. The company partners with leading institutions including Duke Health, Stanford Health Care, and UW Medicine to shape the future of proactive care.
Company description Measure Labs, Inc. (Dba Preemptiveai, Inc.) official website
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01 · Operating footprint
Company-profile context for clinical focus, customers, deployment, integration, milestones, and partnerships.
Cloud Saas deployment with recorded integration context.
Company milestones
Founders letter published August 2023 announcing the company's mission and approach. Partnerships established with major academic medical centers.
Partnerships
02 · Flagship portfolio
Selected source-backed Company products and the available commercial context.
AI model that learns individual baselines and detects meaningful physiological drift
Assigned clinical guides providing longitudinal health monitoring and intervention coordination
Continuous physiological monitoring layer beneath primary care for early detection and intervention
Phone camera-based blood flow pattern capture for physiological monitoring
03 · Research intelligence
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Research
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Clinical validation
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Regulatory
K250233 · 510k · Feb 13, 2026
04 · Company-reported outcomes
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Detects physiological drift weeks or months before emergencies
Prevents urgent care visits through early intervention
Catches silent progression before costly hospitalizations
05 · Leadership
Leadership profiles and professional links from the current Company record.
Jamien McCullum
Founder & CEO
Matt Whitehill
Founder & Chief Technology Officer
Jorge Sanchez
Medical Director
Leon Gatys
Co-founder
06 · Company updates
Recent articles published on Measure Labs, Inc. (Dba Preemptiveai, Inc.)'s official website.
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07 · HAIC coverage
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08 · Official presence
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09 · Market pathway
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Market context
Companies providing AI-powered remote patient monitoring solutions, wearable health devices with AI analytics, continuous health tracking, or platforms that monitor patients outside clinical settings. Includes general wellness wearables with AI coaching, respiratory monitoring devices, and connected health platforms that aggregate and analyze physiological data from sensors.
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