Klarify Launches AI Operating System for Therapists, Citing Workforce Crisis and ‘AI Imbalance’ Against Insurers

Klarify today launched publicly, unveiling an AI native operating system built specifically for therapists, as the mental health industry grapples with a workforce crisis and what the company describes as a growing “AI imbalance” between practitioners and insurers. At launch, Klarify boasts more than 8,300 therapists across five countries and is part of Y Combinator’s Spring 2026 batch.

Klarify’s position is intentionally firm: AI should not replace therapy. Instead, 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. “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.”

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 many solo practitioners unknowingly spend nearly $26,000 annually across fragmented operational infrastructure.

The company says one of the largest emerging problems 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 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, outsourced services, or manual administrative 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.”

At the center of Klarify is Klara, the AI assistant inside the platform. Klara drafts clinical notes, generates treatment plans, prepares clinical letters and assessment reports, develops between-session resources, supports 104 languages, and produces visual session mindmaps that help therapists identify recurring themes and patterns across care. Internal product analysis found that 71% of in-product Klara usage now occurs outside traditional note-taking workflows, including insurance support, treatment planning, operational tasks, and letters. “Klarify gave me something I didn’t realize I had lost: time and energy,” said Kelly Copeland, M.Ed., Registered Counselling Therapist. “It has changed not only how I work, but how I live.”

Klarify believes therapy represents one of the clearest early examples of a true vertical AI category. “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.” The company also sees emotional and professional isolation as part of the operational burden, with supervisors increasingly recommending Klara to younger practitioners as a form of operational and intellectual reinforcement.

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. 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). Abdul is a second-time founder who previously co-founded Circleback.ai, an AI meeting notes platform, and led $20M in enterprise contracts at LinkedIn. 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.