AI scribes for group-therapy documentation
Group facilitators want one recording that produces one group note plus per-member progress notes.
Key takeaways
- Diarization degrades sharply above 6 speakers — verify with a real recording before rolling out.
- PHI segregation in group notes is a real risk: ensure each member's note contains only their own disclosures.
- Check the vendor's stance on recording consent for group settings in your jurisdiction.
Ranked shortlist
- #18.4/10Mentalyc
Mature therapy-note generator with the broadest modality template library
Best for: established practices that need reliable progress notes across many modalities
- #28.7/10Upheal
Therapy-first AI scribe with progress-note and treatment-plan templates
Best for: private-practice therapists who want progress notes in their preferred format with minimal cleanup
- #39.3/10Twofold Health
Therapy-focused AI scribe with HIPAA-first capture and BIRP / DAP / SOAP out of the box
Best for: behavioral-health and therapy clinicians who want a HIPAA-aligned, therapy-native scribe with BIRP / DAP / SOAP by default, Golden Thread continuity, and the lowest entry price in the category
- #48.3/10Heidi Health
Multi-specialty AI scribe with strong therapy template support and ANZ/UK reach
Best for: therapists and psychiatrists outside the US who need a HIPAA + GDPR + Australian Privacy Act-aligned scribe
- #57.9/10Eleos Health
Enterprise behavioral-health platform for clinics, CCBHCs and SUD programs
Best for: behavioral-health organizations, CCBHCs and community mental-health centers
How we scored
Weights breadth of templates (0.4), note quality on multi-speaker audio (0.4), compliance (0.2).
See our full methodology for weights and evidence rules.
Frequently asked
- How many speakers can these scribes reliably handle?
- 4-6 with high accuracy; 7-10 with noticeable diarization errors; above that, plan on manual cleanup.