Colorado Just Drew a Statutory Line Around AI-as-Therapist — and It Cuts Right Through the Middleware Pitch
Colorado's HB 26-1195 bans AI from acting as a direct therapeutic communicator, drawing the exact line vendors have spent two years blurring.
Colorado's HB 26-1195, which cleared both chambers in mid-May and now sits on Governor Polis's desk, prohibits licensed psychotherapy providers from using an AI system to interact directly with clients in any therapeutic communication, to generate treatment recommendations or plans without clinician review and approval, or to detect emotions or mental states. It is the first state statute to draw the line at the specific place every middleware vendor has been working to blur: the boundary between "supplementary" tooling and the act of therapy itself.
The bill is narrower than headlines about "banning AI therapy" suggest, and the narrowness is the interesting part. It carves out educational, administrative, simulation, training, and IRB-supervised research uses, and explicitly permits AI for administrative or supplementary support so long as the regulated professional maintains full responsibility for all interactions, outputs, and data use. It also preserves a category of consumer-facing wellness tools — self-help, journaling, psychoeducation, mood monitoring, breathing exercises, safety planning — provided the tool does not diagnose or treat a mental health disorder and clearly discloses it is not a substitute for clinical care. The legislative work, in other words, is in the seams.
Two of those seams will generate most of the litigation. The first is the synchronous-real-time condition: the prohibition on direct AI-client therapeutic communication applies when there is no synchronous, real-time interaction between the regulated professional, the AI system, and the client. That language reads like a deliberate response to async-messaging products where a clinician "reviews" AI-generated client communications after the fact.
The second is the unfair-trade-practice provision: it becomes a Colorado Consumer Protection Act violation to use language in an AI system's advertising, interface, or outputs that implies its outputs are endorsed by or equivalent to psychotherapy services, or that represents the system as providing psychotherapy, or that claims user data is confidential. That last clause — confidentiality representations — is a quiet bomb under most chatbot marketing copy.
For a Colorado-licensed clinician on the day this is signed, the operational shifts are concrete. AI scribes and transcription tools remain usable, but if a session is recorded or transcribed by an AI system, the client must be informed in advance in writing of the specific purposes, and the clinician must obtain written informed consent - verbal consent at the top of a session will not suffice. Any treatment-planning assistant that drafts plans the clinician signs off on is allowed; any that delivers content to the client without the clinician in the synchronous loop is not. The "emotion detection" prohibition will catch a surprising amount of affect-inference functionality that vendors currently market as clinical-decision support. Note: I use SimplePractice for practice management but do not use its AI transcription or note-taking features.
The middleware thesis — that a vendor can sell a chat product to patients so long as a licensed clinician is somewhere in the org chart — does not survive contact with this text. The bill also makes it unlawful for any person to provide, advertise, or offer psychotherapy services in the state, including through an AI system, unless the services are provided by a regulated professional. A vendor cannot license its way out by partnering with a clinician group if the AI is doing the therapeutic talking.
Metonym argues that evaluating these systems requires treating direct therapeutic communication as its own engineering problem rather than as an extension of clinician workflow. HB 26-1195 just converted that distinction from a methodological position into a statutory one — and gave Colorado clinicians a regulatory reason to ask their vendors which side of the line each feature actually sits on.
Metonym Clinical AI Intelligence — regulatory analysis at the intersection of clinical evaluation and AI safety. Produced under the Metonym Standard. Informational only — not legal advice, not clinical advice.