Lark Health
Scaleable AI-driven chronic disease management and prevention through conversational coaching.
Evidence-based digital therapeutics for adolescent mental health and behavioral activation.
Limbix, now a cornerstone of the BigHealth portfolio following its 2023 acquisition, specializes in Prescription Digital Therapeutics (PDT) specifically engineered for the adolescent demographic. Its primary product, SparkRx, is a digital intervention designed to deliver Cognitive Behavioral Therapy (CBT) through a multi-week programmatic interface. By 2026, the platform has integrated advanced machine learning models that analyze user engagement patterns to dynamically personalize behavioral activation tasks—a core component of treating adolescent depression. Technically, the architecture is built on a high-security, HIPAA-compliant framework that allows for asynchronous therapeutic delivery, bridging the gap between clinical visits. The system utilizes automated safety flagging and sentiment analysis to monitor for acute risks, providing a scalable solution for health systems and insurers to address the mental health provider shortage. The market position of Limbix is defined by its clinical validation, being one of the few digital tools with robust peer-reviewed evidence supporting its efficacy in reducing depressive symptoms among youth aged 13-22.
Algorithms that suggest specific real-world activities based on the user's reported interests and historical success rates in mood elevation.
Scaleable AI-driven chronic disease management and prevention through conversational coaching.
AI-driven primary care platform revolutionizing patient triage and digital health delivery.
FDA-cleared digital therapeutics leveraging AI-driven neuro-gaming to treat cognitive dysfunction.
Make diabetes suck less with automated data logging and FDA-cleared bolus calculations.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Natural Language Processing (NLP) identifies high-risk keywords in user input and triggers immediate escalation protocols.
A web-based portal displaying PHQ-A trends and program completion status across a patient population.
Direct integration with Electronic Health Records (EHR) using Fast Healthcare Interoperability Resources standards.
Backend analytics that correlate specific CBT module completion with quantified mood improvements.
Content delivered through interactive stories, audio guides, and gamified quizzes designed for Gen Z UX standards.
Architecture supports treatment delivery without requiring a therapist to be online simultaneously.
Long wait times for pediatric psychologists (often 6+ months).
Registry Updated:2/7/2026
Patients deteriorating while waiting for an opening in a clinical practice.
High costs of mental health-related absenteeism among employees' children.