Is AI Scribe Adoption in Mental Health Stalling? What the 2026 Evidence Shows

If you work in therapy or psychiatry, you have probably heard two stories about AI scribes. One says every clinician is about to stop writing notes by hand. The other says the hype has faded and people are quietly canceling. The evidence available in late 2026 does not support either story cleanly. It points to something less dramatic: steady growth, uneven depth of use, and a short list of complaints that have not gone away.

The short answer: uneven, not stalled

We found no solid evidence that AI scribe adoption among mental health clinicians has stalled. The broad survey numbers are still rising.

APA's 2025 Practitioner Pulse Survey of 1,742 psychologists found that 29% used AI at least monthly in their work, up from 11% in 2024, and the share who had never used AI fell to 44% ^[1]. Among physicians overall, Doximity reported that use of voice-based documentation tools such as ambient scribes rose from 20% of physicians surveyed in April 2025 to 29% in January 2026 ^[2]. The AMA's 2026 survey found 28% of physicians using AI to document billing codes, charts, or visit notes ^[3]. Those figures cover all specialties, not just psychiatry, but the direction is clear.

"Uneven" is the better word. Use varies by setting, by profession, and by how much of a caseload actually runs through the tool.

What the numbers show for therapists

Among psychologists who use AI, note-taking and dictation (22%) still trails writing help (52%), content generation (33%), and summarizing (32%) ^[1]. Many psychologists who use AI are not yet using it as a scribe.

Other data looks busier, with caveats. A University of Queensland survey of 278 clinicians in Australia found that nearly 80% of clinicians and practices reported using AI to listen in on and transcribe sessions, and 43.5% used AI daily for at least one administrative or clinical support task ^[4]. Inside Talkspace, an average of 94% of full-time therapists and 72% of contract therapists used the platform's built-in AI note tool each week after launch ^[5]. That study was observational and written by Talkspace employees. A 2026 survey run by Berries, an AI scribe vendor, reported that 79.3% of 343 respondents use AI and that self-reported weekly documentation time fell from 7.7 to 3.1 hours ^[6]. Vendor-run surveys draw interested respondents, so treat that as a ceiling, not a norm.

The pattern: when a scribe is built into the platform and supported, use tends to be high. In broad surveys of independent practitioners, it is lower and more cautious.

Why it can still feel like adoption stalled

Partial use is common. In a UCLA randomized trial of 238 outpatient physicians, the two scribes were used in only 33.5% and 29.5% of eligible visits. One tool cut time-in-note by 9.5% versus usual care; the other showed no significant change ^[7]. A University of Wisconsin trial found 38% of notes were AI-generated, with note time down about 0.36 hours per day and less work exhaustion ^[8]. Neither trial was mental health specific, but both suggest clinicians often use scribes for some visits, not all.

The payoff is real but modest. The Peterson Health Technology Institute found that ambient scribes likely reduce burnout, but that their financial and productivity impact is still unclear ^[9].

Some workplaces say no. In the Queensland survey, about 22% of mental health workplaces banned AI during client sessions, and 5% banned it for administrative or documentation tasks ^[4].

What clinicians still complain about

Privacy. Two thirds (67%) of psychologists in APA's survey worried about data breaches, and at least 60% worried about bias, inaccurate outputs, or lack of rigorous testing. Most of these concerns grew by about 10 percentage points from 2024 to 2025 ^[1].

Accuracy and the editing burden. In a UC Irvine interview study of 30 outpatient clinicians, edits were needed because of transcription errors, speaker attribution mistakes, overconfident statements without evidence, missing clinical details, and the AI's lack of patient context ^[10]. Clinicians in the UCLA trial reported clinically significant inaccuracies "occasionally" ^[7]. These studies were in general medicine, but speaker attribution matters even more in therapy, where who said what can change the meaning of a note.

Complexity. The Queensland researchers found AI was substantially less reliable on complex clinical scenarios ^[4].

The relationship. In the Berries survey, 68.4% of clinicians said the therapeutic relationship should remain entirely clinician-led ^[6]. Physicians in the AMA survey named patient privacy and the integrity of the patient-physician relationship as top concerns ^[3].

Consent is now a legal question

Illinois' Wellness and Oversight for Psychological Resources Act allows licensed therapy professionals to use AI for administrative and "supplementary" support, which explicitly includes therapy notes. If a session is recorded or transcribed, the client must be told in writing that AI will be used and for what purpose, and must give written, revocable consent. Accepting a broad terms-of-use agreement does not count. The law also bars AI from detecting emotions or mental states, and penalties can reach $10,000 per violation ^[11]. Note that the Act's definition of "licensed professional" excludes physicians.

In California, a proposed class action against Sharp HealthCare alleges that an ambient AI tool recorded visits without patient consent and that charts falsely stated patients had consented ^[12]. These are allegations, not findings, and the case is not about mental health. Still, a consent line inserted into a note is not the same as consent.

Where AI scribes for mental health are heading

From scribe to platform. Blueprint now markets treatment plans, billing help, progress tracking, and an all-in-one EHR alongside its notes ^[13]. JotPsych markets notes plus e-prescribing, scheduling, telehealth, billing, and audit-risk flags ^[14].

EHR-native scribes. Epic detailed its AI Charting feature in February 2026, with several health systems piloting it, and its chief medical officer said the plan is to add orders and diagnoses, not just notes ^[16].

Privacy as a feature. Vendors increasingly advertise automatic audio deletion after transcription and help with client consent ^[13][14].

Standalone mental health scribes will likely compete on behavioral health depth: therapy note formats, psychiatric templates, consent workflows, and data controls.

How to evaluate an AI scribe for your practice now

• Confirm a signed BAA and find out how long audio, transcripts, and notes are kept.
• Ask how the tool handles speaker attribution and whether you can correct it easily.
• Check the note formats you actually use (DAP, BIRP, SOAP, mental status exam).
• Use a written consent process that would satisfy a strict rule like Illinois'.
• Review every draft before signing.

Our therapist comparison, psychiatric prescriber comparison, and scorecard line up vendors including Heidi, Blueprint, Freed, Mentalyc, Upheal, Sunoh, JotPsych, Twofold, Nabla, Tali, and Suki on these points. If you are buying for a psychiatry practice, the vendor checklist has questions to bring to a demo.

The bottom line: adoption has not stalled. It is growing unevenly, with real but modest gains and open questions about privacy, accuracy, and consent.

Sources

1. American Psychological Association. "AI in the therapist's office: 2025 Practitioner Pulse Survey" (full report). https://www.apa.org/pubs/reports/practitioner/2025/full-report.pdf
2. Doximity. "2026 AI Report." https://press.doximity.com/reports/ai-report-2026.pdf
3. American Medical Association. "More than 80% of physicians use AI professionally: AMA survey" (Mar 12, 2026). https://www.ama-assn.org/practice-management/digital-health/more-80-physicians-use-ai-professionally-ama-survey
4. University of Queensland. "Guidelines needed as AI embraced by mental health practices" (Sep 4, 2026). https://news.uq.edu.au/2026-09-guidelines-needed-ai-embraced-mental-health-practices
5. McCrudden KE, et al. "AI-Powered Documentation for Mental Health Providers: Retrospective Observational Mixed Methods Study." JMIR Formative Research. https://pmc.ncbi.nlm.nih.gov/articles/PMC12981374/
6. Berries. "The 2026 State of AI in Mental Health Practice Report" (vendor survey). https://heyberries.com/the-2026-state-of-ai-in-mental-health-practice-report
7. Lukac PJ, et al. "Ambient AI Scribes in Clinical Practice: A Randomized Trial." NEJM AI (Nov 26, 2025). https://ai.nejm.org/doi/10.1056/AIoa2501000
8. Afshar M, et al. "A Pragmatic Randomized Controlled Trial of Ambient Artificial Intelligence to Improve Health Practitioner Well-Being." NEJM AI (Nov 26, 2025). https://ai.nejm.org/doi/10.1056/AIoa2500945
9. Peterson Health Technology Institute. "Leading Health Systems: AI-Powered Scribes Alleviate Clinician Burnout; Financial Impact Unclear" (Mar 25, 2025). https://phti.org/announcement/ai-scribes-reduce-clinician-burnout/
10. "Clinicians' Rationale for Editing Ambient AI-Drafted Clinical Notes: Persistent Challenges and Implications for Improvement" (UC Irvine; medRxiv preprint, published in JAMIA). https://www.medrxiv.org/content/10.64898/2026.02.20.26346729v1.full-text (journal version: https://doi.org/10.1093/jamia/ocag059)
11. Illinois Public Act 104-0054, Wellness and Oversight for Psychological Resources Act (HB1806). https://www.ilga.gov/Legislation/PublicActs/PrinterFriendly/104-0054
12. KPBS. "Lawsuit claims Sharp HealthCare secretly recorded exam room conversations without patient consent" (Dec 11, 2025). https://www.kpbs.org/news/health/2025/12/11/lawsuit-claims-sharp-healthcare-secretly-recorded-exam-room-conversations-without-patient-consent
13. Blueprint homepage (accessed Oct 16, 2026). https://www.blueprint.ai/
14. JotPsych homepage (accessed Oct 16, 2026). https://www.jotpsych.com/
15. Fierce Healthcare. "Doximity jumps into AI scribe market, offering a free tool for doctors" (Jul 24, 2025). https://www.fiercehealthcare.com/ai-and-machine-learning/doximity-jumps-ai-scribe-market-offering-free-tool-doctors
16. STAT. "Epic launches AI Charting, potentially scrambling the ambient scribe market" (Feb 4, 2026). https://www.statnews.com/2026/02/04/epic-ai-charting-ambient-scribe-abridge-microsoft/