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 operational, administrative, and financial work surrounding therapy, including clinical documentation, treatment plans, insurance workflows, assessment reports, between-session resources, and practice growth.
Klarify enters the market during a worsening mental health access crisis. 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 on fragmented operational infrastructure.
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 as the platform expands.
One of the largest emerging problems, according to Klarify, is what it describes as 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. The company says the platform helps practitioners respond to increasingly automated reimbursement systems with AI infrastructure of their own.
“Therapists are entering an increasingly automated reimbursement environment badly outgunned,” said Moody Abdul, co-founder and CEO of Klarify. “We think therapists deserve modern infrastructure on their side too.” 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. Klarify says therapists increasingly use AI as infrastructure surrounding care delivery, with 71% of in-product Klara usage occurring outside traditional note-taking workflows.
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 dramatically expand practitioner capacity without replacing the practitioner. “Pre-AI, software had to solve one problem for many people,” Abdul said. “Post-AI, software can solve many problems for one specific profession. We believe the next generation of category-defining software companies will own a single professional workflow end to end.”
Klarify also sees emotional and professional isolation as part of the operational burden. Many therapists work alone, and supervisors have increasingly begun recommending Klara to younger practitioners as a form of operational and intellectual reinforcement. Klarify believes mental healthcare may become one of the first major professions where AI significantly expands human capacity while preserving the central role of the human practitioner.
Klarify’s user base currently spans five countries, with U.S. adoption accelerating significantly. The company is supported by an 103,000-subscriber audience built through The Future of Therapy podcast and newsletter ecosystem. The platform is HIPAA, PHIPA, Quebec Law 25, and UK GDPR compliant, and is contractually bound not to train AI on clinical data. Klarify was co-founded by Moody Abdul (CEO) and Alexander Bergholm (CTO).
