What is the HIPAA problem with group therapy and cloud AI scribes?

The HIPAA problem is the cross-member PHI linkage in a cloud vendor's archive. When a cloud AI scribe processes a group session recording, it creates a single vendor-held file — the audio or transcript — that contains every group member's statements and identifiers. Under HIPAA, each group member's PHI must be maintained in their own separate record, and each member has privacy rights over their own information that do not extend to other members' information. A cloud vendor holding the joint group recording has created a single linked record of all members' PHI in violation of the isolation principle that HIPAA's per-member record structure is designed to enforce. If that vendor archive is ever produced in response to legal process, it exposes every group member's therapy content simultaneously.

What does a group therapy progress note for each participant typically include?

Each group member's individual progress note typically includes: the group type and session theme (e.g., DBT skills group — distress tolerance module; trauma-processing group — Phase 2 narrative work; substance use recovery group — relapse prevention planning), the member's attendance and engagement level, the member's specific contribution to or withdrawal from the group process during this session, the member's individual therapeutic work in the context of the group theme, any individual clinical observations (affect, cognition, risk indicators), the intervention the facilitator directed specifically to this member, and treatment-goal progress specific to this member's individual goals within the group treatment plan. The note captures both the group context and the individual member's response — without including other members' PHI.

Topic · AI group therapy notes

AI group therapy notes per participant, drafted on your Mac — multi-party PHI from 6–12 members never shipped to a cloud vendor

Q: How do group therapy progress notes differ from individual therapy notes?

Group therapy progress notes differ from individual therapy notes in two important ways. First, each group member requires their own separate progress note documenting their individual participation, therapeutic work, and response to the session — even though all members were in the same room. This is both a HIPAA requirement (each member's PHI must be maintained separately) and a clinical documentation standard. Second, each individual note must document the group context — the group theme, the interventions the facilitator used, and the interactional dynamics — without including other members' PHI in any individual member's note. The challenge is capturing the group context accurately while maintaining separate per-member records. TherapyDraft generates per-participant notes from a single session transcript, keeping each member's note distinct.

Q: Can you document group therapy without uploading audio to a cloud service?

Yes — TherapyDraft is specifically designed to process group session audio locally on the clinician's Mac, without any cloud upload. The clinician records the session audio locally, loads it into TherapyDraft, and the application uses locally-running Whisper.cpp for transcription and a quantized 7–14B model for note drafting — neither of which requires a network connection. The resulting per-participant progress notes are generated entirely on the device and exported to the EHR as separate notes for each member. No group member's audio, transcript, or note content reaches any third-party server at any point.

Group therapy sessions generate protected health information for every participating member simultaneously. A typical group session involves 6 to 12 individuals, each of whom discloses personal information in a shared therapeutic space. When a cloud AI scribe processes that session recording, it creates a vendor-held archive containing every member's statements, disclosures, and interpersonal dynamics in a single linked record — a cross-member PHI aggregation that HIPAA's per-member documentation structure is specifically designed to prevent. TherapyDraft processes group session audio entirely on the clinician's Mac, generating per-participant progress notes without sending any member's PHI to a cloud AI subprocessor or third-party server.

TL;DR

TherapyDraft is a local AI note-drafting tool that runs entirely on the clinician's M-series Mac. For group therapy, it generates individual per-participant progress notes from a single session recording — each member's note is distinct, capturing their individual participation, therapeutic work, and treatment-goal progress without including other members' PHI. No group session audio, transcript, or member-identified content reaches any cloud server. There is a 10-session free trial at no cost; paid plans start at $39 per month.

The cross-member PHI problem in group therapy

HIPAA's documentation structure for group therapy requires that each group member's PHI be maintained in their own separate record. The group context — the group's theme, the facilitator's interventions, the interactional dynamics — can appear in each member's individual note. What cannot appear in one member's note is another member's identifying information or PHI. The per-member documentation structure is a HIPAA requirement, not a clinical preference.

A cloud AI scribe creates a structural violation of this requirement before documentation even begins. The service processes the session recording as a single file, creating a vendor-held archive that contains every member's voice, every member's statements, and every member's identifiers in a single linked record. This archive exists at the vendor's infrastructure — a fact outside the clinician's control from the moment the audio is uploaded. The vendor holds a cross-member record that HIPAA requires to be kept separate.

The practical risk extends beyond HIPAA compliance. If the vendor's archive is ever subject to a legal hold, data breach, or subpoena, it exposes the therapy content of every group member simultaneously. A group member in a custody proceeding, a civil lawsuit, or any situation where their therapy records might be sought has not consented to a vendor holding a record that also contains the statements of 5 to 11 other people. Those other people have not consented to their PHI being accessible through legal process directed at the vendor based on one member's legal situation.

What group therapy progress notes need to document

Group therapy documentation has two layers: the group-level record and the per-participant individual progress note. Most billing-compliant group therapy documentation is structured at the per-participant level, with the group context included in each individual's note rather than in a single shared group record.

Each participant's individual progress note for a group session typically includes:

Group identification and session context — group type and modality (DBT skills group, interpersonal process group, grief support group, substance use recovery group), session number, group theme or skill focus for the session.
Member attendance and engagement — this member's presence, punctuality, and overall engagement level during the session. Note any absences, late arrivals, or early departures and the clinical significance if applicable.
Individual participation in the group process — what this member contributed to or withdrew from during the session. In a skills group: whether they practiced the skill, what their application looked like, what barriers they identified. In a process group: how they engaged with interpersonal feedback, whether they offered or received feedback from other members.
Individual therapeutic observation — this member's affect, cognition, and behavior during the session. Any clinical risk indicators, changes from baseline, or notable disclosures that are specific to this member's individual treatment.
Facilitator intervention directed at this member — any specific intervention the facilitator directed at this member, and the member's response.
Treatment-goal progress — this member's progress toward their individual treatment goals within the group treatment plan.

TherapyDraft generates per-participant notes from a single session transcript. The note for each member captures the group context and the member's individual participation, without pulling other members' PHI into the note.

Group therapy types TherapyDraft supports

TherapyDraft works for structured and unstructured group formats:

DBT skills groups — notes emphasize which skill module was taught (Mindfulness, Distress Tolerance, Emotion Regulation, Interpersonal Effectiveness), each member's practice and demonstration of the skill, reported homework completion, and individual barriers to skill generalization.

Process groups — notes emphasize interpersonal dynamics, member-to-member interactions, use of therapist transference and countertransference, and each member's individual movement within the intersubjective group field.

Psychoeducational groups — notes track which psychoeducational content was covered, each member's engagement with the material, questions raised, and relevance to individual treatment goals.

Substance use recovery groups — notes address group topic (relapse prevention, triggers, sober support, 12-step integration), each member's participation and self-disclosure, and individual treatment-plan progress relevant to SUD recovery.

Grief and bereavement groups — notes document the phase of grief work addressed in the session, each member's emotional engagement and disclosure, and progress toward grief-processing goals.

The documentation efficiency problem in group therapy

Group therapy generates more documentation per session-hour than individual therapy. A single 90-minute group session with 10 members requires 10 separate progress notes — one for each participant. A clinician running two group sessions per week can be generating 20 progress notes per session-day on top of their individual caseload notes.

Cloud AI scribes address this volume problem by uploading the session recording to a server that generates per-participant drafts automatically. TherapyDraft addresses the same volume problem without the cloud upload: the session audio is transcribed locally by Whisper.cpp, and the local model generates per-participant draft notes in batch from a single processing pass. The per-participant structure is preserved; the vendor archive is never created.

The documentation-efficiency gain is real, and it does not require trading away the privacy guarantee. See the full analysis of group therapy notes, HIPAA, and multi-party PHI for a detailed comparison of the cloud and on-device approaches.

Pricing

TherapyDraft is $39 per month or $349 per year for the Solo plan — unlimited group session note drafts, per-participant note generation, all EHR paste presets, the inference attestation log, and one-shot template matching from your own example group therapy notes. The 10-session free trial requires no credit card. Full pricing breakdown is on the pricing page.

For group practices with multiple facilitators: $29 per seat per month for 3+ seats. Each facilitator's session audio stays on their own Mac; no cross-facilitator audio aggregation occurs at any point.