Klarify today launched publicly, unveiling an AI native operating system built specifically for therapists. At launch, Klarify boasts more than 8,300 therapists across five countries and is part of Y Combinator’s Spring 2026 batch. The platform is designed to handle the operational, administrative, and financial work surrounding therapy, including clinical documentation, treatment plans, insurance workflows, assessment reports, between-session resources, and practice growth.
According to the American Psychological Association’s 2024 Practitioner Pulse Survey, 53% of psychologists report having no openings for new patients, while 32% report active burnout, rising to 51% among early-career psychologists. Outpatient mental health utilization grew roughly 40% from Q1 2019 to Q4 2023. Despite overwhelming demand, many therapists spend only 20 to 25 hours per week in direct client sessions, with the rest consumed by documentation, billing, compliance, scheduling, marketing, and administrative work. Klarify estimates that solo practitioners unknowingly spend nearly $26,000 annually across fragmented operational infrastructure.
The company says one of the largest emerging problems is a growing “AI imbalance” between insurers and practitioners. Klarify argues that insurers operationalized automated reimbursement infrastructure years before therapists had comparable tooling. As insurance companies increasingly use automation to evaluate, delay, reduce, or deny claims, many therapists still rely on fragmented billing systems. Klarify recently launched AI-supported claims preparation, CPT coding optimization, eligibility verification, and denial appeal drafting to help practitioners respond to automated reimbursement systems.
At the center of Klarify is Klara, the AI assistant that drafts clinical notes, generates treatment plans, prepares clinical letters and assessment reports, develops between-session resources, supports 104 languages, and produces visual session mindmaps. Internal product analysis found that 71% of in-product Klara usage now occurs outside traditional note-taking workflows, including insurance support, treatment planning, and operational tasks.
Klarify believes therapy represents one of the clearest early examples of a true vertical AI category. The profession combines high documentation burden, reimbursement complexity, fragmented tooling, regulatory sensitivity, and emotionally intensive human work, creating conditions where AI can expand practitioner capacity without replacing the practitioner. Klarify is HIPAA, PHIPA, Quebec Law 25, and UK GDPR compliant, and is contractually bound not to train AI on clinical data.
Klarify estimates that therapists collectively sit at the center of a $22 billion operational economy across the US, Canada, UK, Australia, and New Zealand, spanning reimbursement infrastructure, compliance systems, documentation software, scheduling platforms, outsourced billing services, and administrative labor. The company believes the addressable market could grow to over $50 billion at maturity.
Klarify was co-founded by Moody Abdul (CEO) and Alexander Bergholm (CTO). Abdul is a second-time founder who previously co-founded Circleback.ai and led $20M in enterprise contracts at LinkedIn. He hosts The Future of Therapy podcast. Bergholm previously worked on self-driving cars at the University of British Columbia and led machine learning infrastructure at Workday.
For more information, visit the Klarify website at Klarify Website or view the launch on Y Combinator Launch Page.
