There's a certain irony in teaching machines to document human emotion. Yet that's exactly what a small but growing cluster of startups is selling to therapists, whose clinical notes have become the latest front in healthcare automation.
Klarify, a Toronto-based platform housed in the city's MaRS Discovery District, is among the recent entrants. It markets itself as "the AI assistant every therapist deserves"—a claim that sounds modest until you examine what the assistant actually does. The platform handles clinical documentation, yes. But it also drafts treatment plans, prepares insurance claims, generates between-session worksheets, and offers session prep insights by analyzing patterns in a client's history.
Some observers have begun calling tools like this an "operating system" for therapy practices. Klarify's founders haven't gone that far publicly, at least not on their website. Still, the scope is telling.
The company reports 309,121 notes written across 2,154 therapists, with 31,696 hours "given back" to clinicians. Those figures are self-reported and shift in real time—not independently audited—but they suggest Klarify has found an audience in a market where AI scribes have gone from curiosity to expected feature in under two years.
The Core Offering
Klarify's foundation is straightforward: an AI scribe that records or takes dictated session summaries, then structures them into progress notes. The platform supports more than 20 formats, including SOAP, DAP, BIRP, and GIRP, plus modality-specific templates tailored to EMDR, cognitive behavioral therapy, acceptance and commitment therapy, internal family systems, solution-focused therapy, and group or family sessions.
Where things get more ambitious is the surrounding feature set. The system drafts treatment plans based on client goals and the therapist's stated modality. It surfaces session prep insights. It generates reflection questions or worksheets clients can complete between appointments. And it automates insurance claims by pulling diagnostic codes from notes and populating forms—a task that, in private practice, can devour hours every week.
There's also a mind-mapping feature that turns session transcripts into visual diagrams, tracking themes across a client's timeline. Whether therapists actually use it is another question, but it signals where the company thinks the technology can go.
Notably, Klarify doesn't try to replace existing electronic health records or telehealth platforms. CEO Moody Abdul and CTO Alexander Bergholm designed the tool to run alongside whatever system a clinician already uses—SimplePractice, TherapyNotes, or any other. It's a plugin strategy, not a land grab.
A Crowded Terminology Game
Klarify isn't alone in claiming this territory, and the language around it has gotten slippery. Oasys Health calls itself "the operating system for modern mental healthcare," bundling scheduling, claims, AI documentation, and operational dashboards. Kipu Health introduced "Kipu Helix," billed as an "intelligent operating system" for behavioral healthcare, early this year. Precise Behavioral announced its "Behavioral Health Operating System" with AI-powered risk stratification and billing capture around the same time. Therasoft AI went even further, declaring itself "the first AI platform for mental health," orchestrating five agents for front desk, notes, billing, financials, and marketing.
None of these companies—Klarify included—are building operating systems in the technical sense. What they're selling is workflow automation comprehensive enough to touch most of the daily tasks in a therapy practice. The "operating system" label is shorthand for ambition, a way to signal breadth without claiming to own the entire stack.
It's also, perhaps, a sign of investor pressure. Everyone wants to be infrastructure.
The Canadian Angle
Klarify leans hard into Canadian data residency. Permanent client health information lives in a Montreal data center powered by Hydro-Québec, according to the company. It claims compliance with HIPAA, PIPEDA, PHIPA, and Quebec's Law 25, and positions itself as a HIPAA Business Associate willing to execute agreements in its standard form. Audio transcription may occur in the U.S., per the terms of service, but long-term storage stays north of the border.
That geographic specificity isn't just marketing. Healthcare technology procurement in Canada often includes data sovereignty requirements, and clinicians who work with government-funded systems face scrutiny over where patient data ends up. South Calgary Primary Care Network began using Klarify's AI scribe earlier this year, as evidenced by an informed consent sheet the network published for patients. The document reiterates that Klarify "does not use personal health information to train its AI systems," a claim the company makes prominently elsewhere.
Whether that promise holds over time is harder to verify. Training data clauses have a way of evolving.
Market Momentum
Mental health AI seems to have crossed some threshold recently. SimplePractice updated its AI "Note Taker" and "Care Aide" features a few months back. WriteUpp launched an AI scribe at $29 for Canadian therapists around the same time. SonderMind reported more than 100,000 AI-generated notes last fall, claiming providers saved up to 90 minutes per day—a figure that, if accurate, would be hard for any solo practitioner to ignore.
Klarify offers a free "Seed" tier and three paid plans—Sprout, Bloom, and Forest—with pricing displayed in USD, CAD, GBP, and EUR depending on the user's location. The company hasn't announced funding or disclosed investors, and no Y Combinator affiliation appears in available records.
What's Missing
For a platform claiming more than 2,000 users, Klarify's public footprint is curiously modest. There's no press release, no funding announcement, no investor deck making the rounds. The team page lists six employees and three advisors, including Ingrid Sochting from UBC's Psychology Clinic, Shuo Chen, a commissioner with California's Commission for Behavioral Health, and Michael Towers. That's it.
The restraint could be strategic. Therapy remains, at its core, a relationship business. Many clinicians are wary of AI tools that feel too corporate or disconnected from the messy realities of clinical practice. Klarify's positioning as an "assistant" rather than a "system" may reflect that calculus—a bet that humility resonates more than swagger in a profession built on listening.
Then again, humility doesn't always win in markets where everyone else is racing to become infrastructure. The question for Klarify is whether therapists want an assistant or whether, eventually, they'll demand something closer to an operating system—and whether they'll trust a six-person team in Toronto to build it.
