A general practitioner spends an average of 10 hours per week documenting consultations.[3] The SOAP note — Subjective, Objective, Assessment, Plan — is at the heart of this burden. With generative AI, it can be structured from the consultation recording or the physician's dictation. No word-by-word dictation. No manual reformatting. A structured draft, for you to review and sign.
Introduced in the late 1960s by Dr. Lawrence Weed (NEJM, 1968), the SOAP note is the most widely used clinical documentation format in the world. It structures each consultation into four sections:
Physicians spend an average of 10 hours per week on clinical documentation, according to the Canadian Medical Association.[3] That is a full working day lost to paperwork every week.
The AI records the consultation via the device microphone. It automatically distinguishes the physician's and patient's voices — this is diarisation. Each speech segment is attributed to the correct speaker, enabling correct structuring of section S (patient statements) and O (physician observations).
The audio is transcribed to text. The NLP engine identifies clinical entities: symptoms, duration, location, intensity, mentioned treatments, history. It understands specialised medical vocabulary including abbreviations and drug names.
The dictated content is distributed across the four sections. The AI does not rewrite — it organises. Section A integrates the clinical reasoning expressed by the physician during the consultation.
In numbers
On average 5 minutes saved per consultation with AI scribes, according to the study published in NEJM Catalyst.[4]
A 2024 study published in the NEJM Catalyst across 340 institutions and 879 physicians quantified the impact of AI scribes:
The Ottawa Hospital ran a 2024 pilot with 70 clinicians. Result: physicians spent less time writing notes during and after consultations, and patients noticed their doctors were more present.[2]
| Template | Typical use |
|---|---|
| SOAP Note | Standard consultation documentation |
| History (Anamnesis) | First consultation, comprehensive assessment |
| Follow-up note | Recurring consultations, chronic conditions |
| Referral letter | Referral to a specialist |
| Free summary | Custom synthesis |
The AI-structured note is a draft document — not a finalised one. Validation is an ethical and legal obligation (Law 132/2025, Art. 7); Art. 22 GDPR also prohibits decisions based solely on automated processing. The physician is responsible for every line they sign, regardless of its origin.[5]
A noisy environment, poor-quality microphone or overlapping voices degrade transcription. A dedicated table microphone placed between physician and patient gives the best results.
Audio and text data from a consultation are data concerning health under Art. 4(15) and 9 GDPR. They must be processed on suitable servers with a data processing agreement (Art. 28 GDPR). In Clinovus AI, data are hosted on servers in Switzerland.
| Step | Manual note | AI note (Clinovus AI) |
|---|---|---|
| During consultation | Parallel keyboard input | Background recording |
| After consultation | Drafting: 5–8 min | Review and correction of the draft |
| SOAP structuring | Manual | From your dictation, to be reviewed |
| Validation | Integrated into drafting | Mandatory quick review |
| Patient presence | Reduced (screen focus) | Maximised |
See also our article on traditional medical dictation vs AI for a complete documentation comparison.
Can AI really structure a correct SOAP note?
Yes, in the vast majority of cases. Current engines achieve 90 to 95% similarity with the physician-validated final note. Omissions and errors can occur, including information that was never said: this is why every note must be reviewed and validated by the physician. Medical validation remains mandatory before any clinical use.
How long does it take to structure a SOAP note with AI?
It depends on consultation length and case complexity. The time that matters is the review: the physician checks, corrects and validates every note before using it.
Is the structured SOAP note editable?
Yes. In Clinovus AI, the note is presented as editable text. The physician can correct, supplement or rephrase each section before using it. The final document belongs entirely to the physician.
Is consultation data retained after the note is structured?
In Clinovus AI, the transcript and the note are stored on servers in Switzerland, encrypted in transit and at rest, and deleted according to our retention policy. Clinical data do not leave Switzerland; under the model provider's contractual commitment, they are not used to train the AI.
Clinovus AI transcribes your consultation and structures the SOAP note from your dictation, for you to review and sign. Hosted in Switzerland.
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