Klarify today launched publicly, unveiling an AI-native operating system built specifically for therapists, as the mental health industry grapples with a workforce and insurance crisis. At launch, the platform boasts more than 8,300 therapists across five countries and is part of Y Combinator’s Spring 2026 batch.
Therapists have become one of the most operationally overwhelmed professions in healthcare. Demand for mental health services has surged, reimbursement pressure continues to intensify, and clinicians increasingly spend as much time operating small businesses as treating patients. 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 estimates that therapists collectively sit at the center of a $22 billion operational economy today 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 addressable market could grow to over $50 billion at maturity.
Klarify’s position is intentionally firm: AI should not replace therapy. Instead, the platform handles operational, administrative, and financial work, including clinical documentation, treatment plans, insurance workflows, assessment reports, between-session resources, and practice growth. “The therapy itself stays human. Always,” said Moody Abdul, co-founder and CEO of Klarify. “AI should handle the operational burden around therapy so therapists can spend more time actually helping people.”
One of the largest emerging problems Klarify addresses is what it describes as a growing “AI imbalance” between insurers and practitioners. Insurers operationalized automated reimbursement infrastructure years before therapists had access to comparable tooling. As insurance companies increasingly use automation to evaluate, delay, reduce, or deny claims, many therapists still rely on fragmented billing systems or manual workflows. Klarify recently launched AI-supported claims preparation, CPT coding optimization, eligibility verification, and denial appeal drafting. “Therapists are entering an increasingly automated reimbursement environment badly outgunned,” Abdul said. “We think therapists deserve modern infrastructure on their side too.”
The financial stakes are significant. According to the Heard 2025 Financial State of Private Practice Report, average private-pay therapy sessions reimburse at approximately $159, compared to roughly $111 through insurance. Additional industry revenue-cycle analysis cited by Klarify estimates therapists may lose between $1,000 and $2,500 per clinician each month through missed or denied reimbursement opportunities.
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 and treatment planning. “Klarify gave me something I didn’t realize I had lost: time and energy,” said Kelly Copeland, M.Ed., Registered Counselling Therapist.
Klarify believes therapy represents one of the clearest early examples of a true vertical AI category, combining high documentation burden, reimbursement complexity, fragmented tooling, regulatory sensitivity, and emotionally intensive human work. “Pre-AI, software had to solve one problem for many people,” Abdul said. “Post-AI, software can solve many problems for one specific profession.” Klarify’s user base currently spans five countries, with U.S. adoption accelerating significantly. The company is also supported by a 103,000-subscriber audience built through The Future of Therapy podcast and newsletter ecosystem.
