Psychological report and session notes: template and how to document with AI

Session notes on psychology with AI — Voicit
Álvaro Arrescurrenaga

Updated: August 2026 · By Álvaro ArrescurrenagaCEO of Voicit

The session ends, the patient leaves, and the next part of the work begins: documenting what happened in those 50 minutes. Reason for consultation, patient's condition, what was addressed, what's next. Multiply that by six or eight sessions a day, and you'll understand why so many professionals end up documenting at night or on weekends.

The temptation is to write less. The problem is that Poor grades take their toll just when they are needed most.: when a case needs to be taken up again months later, when someone requests a report, or when a request arrives from the court.

This guide explains how to document psychotherapy sessions using AI without losing clinical judgment or bypassing consent: what the note should include, how to ask for permission, what to demand from the tool in terms of data protection, and what you should never delegate.

In summary: An AI tool can record the session, transcribe it, and write the note following your own template (reason for consultation, mental state, interventions, plan), so that you only review and sign. Three non-negotiable conditions: informed consent of the patient, data hosted in the EU and encrypted —these are health data, a special category under the GDPR— and professional reviewThe AI describes, the clinical judgment is yours.

The real cost of documenting by hand

In short: In a center with several professionals, writing the notes for each session translates into hours of administrative work every week. It's unbilled time, done outside of regular hours, and when the schedule gets tight, it ends up being cut back—and with it, the quality of the records.

We often speak with psychology centers, and the pattern repeats itself. In one of them, with eight professionals and around 200 weekly sessionsEach therapist handwrote a summary of each session within the management program. Fifty-minute sessions, one after the other, and at the end of the day a pile of pending notes.

Its director summed it up like this: she didn't need the tool to work miracles, "as long as the content of the sessions could be transcribed and summarized so that they don't have to keep typing it up, that would be more than enough."

Why good grades matter more than you might think

In short: The medical record is not just working memory: it's proof of what was done and why. It can be requested by a court, a professional association, or the patient themselves, even years later. A vague note at the time becomes a serious problem when a case needs to be reconstructed.

It sounds far-fetched, but it happens. A psychologist with over two decades of experience shared two real-life situations from her practice:

  • Un The court requested a report about some family mediation sessions held years earlierHe had to reconstruct everything from his notes.
  • When reviewing the case of a patient who recounted an episode of abuse, I needed to clarify On what date did the session take place, what exactly was said, and what state was the person in?That level of detail is not remembered: it's either written down, or it's not.
His conclusion: In over twenty years, they had never reported it, but "it can happen." And that is precisely why their professionals dedicate time to ensuring that the documentation is "good, accurate, and well-maintained."

Added to this is the obvious: taking back a patient after vacation, referring a case to a colleague, supervising a case, or preparing a progress report. Everything depends on what was recorded.

What should a psychotherapy session note include?

In short: A session note typically includes five sections: reason for consultation, history of the problem and treatment, mental status examination, interventions performed and plan for the next sessions. Each center adapts the details, but that structure is the most widespread.

BlockWhat it coversStandard format
Reason for consultationWhat brings the patient to this sessionShort text
History of the problemRecent evolution of the illness and treatmentText
Mental status examinationSpeech, mood, capacity for introspection, collaborationText
Therapeutic interventionsWhat you did: validation, pattern exploration, psychoeducation, reframing…List
PlanTasks, next objectives and where to go nextNumbered list

The advantage of using a template is twofold: it forces you to be thorough and ensures that all team members' grades are comparable. Furthermore, if AI fills it in for you, the structure no longer depends on how tired you are at the end of the day.

Psychological report vs. session note: they are not the same

In short: the session notes It is the internal record of each meeting (what was worked on and how the case is evolving). psychological report It is a formal document submitted to a third party—the patient, another professional, a court—containing the evaluation, conclusions, and recommendations. The notes inform the report: without good notes, there is no good report.

Confusing them has practical consequences: those who document only to "remember what happened" are left without material the day they are asked for a formal report.

Session notesPsychological report
For whomInternal use by the professionalA third party: patient, another professional, court
WhenAfter each sessionPunctual, when requested or upon closing a phase
ExtensionBrief and operationalMore extensive and structured
ContentWhat happened and what's next?Evaluation, results, conclusions and recommendations
WeightClinical recordSigned document that may have legal effects

What should a psychological report include?

The format varies depending on the professional association and the purpose, but the usual structure is:

  1. Identifying data of the professional (with professional registration number) and of the patient.
  2. Reason for the report: who requests it and for what purpose.
  3. Reason for consultation and history of the problem.
  4. Evaluation procedure: interviews, tests administered, number of sessions and dates.
  5. Results of the evaluation.
  6. Conclusions and, if appropriate, diagnostic guidance.
  7. Recommendations or intervention plan.
  8. Place, date and signature.
The detail that makes all the difference: a report is based on dates and facts"The patient reported X in the session on March 14" is much more accurate than "he has reported it on several occasions." This level of precision only exists if the notes were taken correctly at the time.

Session note template, block by block (with examples)

In short: This is the most common session note structure in psychotherapy: reason for consultation, history of the problem and treatment, mental status examination, therapeutic interventions and planCopy it exactly or adapt it; the important thing is that the whole team uses the same one.

Below you'll find each block you can use to write, the format that works best for it, and an example. The examples are: fictional and illustrativeThey are useful for understanding the tone and level of detail, but they do not describe any real person.

1. Reason for consultationShort text

What brings the patient to this session Be specific, using your own words when adding nuance. Don't repeat the initial request if it has already changed.

Example: "She comes in after an argument with her partner over the weekend. She reports having felt 'the knot in her chest' again, which had subsided in recent weeks."
2. History of the problem and treatmentText

Recent evolution of the discomfort and the intervention: what has changed since the last session, adherence to the tasks, relevant events.

Example: "He maintains the thought record initiated in the previous session, although irregularly. He reports improvement in falling asleep (from approximately 5 to 6.5 hours) and less avoidance of team meetings."
3. Mental status examinationText

Clinical observation of the state in session: appearance and cooperation, speech, mood and affect, thought content, orientation, capacity for insight and, if applicable, risk.

Example: "Cooperative and goal-oriented. Coherent and fluent speech, with a tendency to ruminate when addressing the couple's conflict. Dysphoric mood, with feelings of frustration and helplessness. Good capacity for introspection. No indicators of suicidal risk are apparent."
4. Therapeutic interventionsList of bullet points

What did you do during the session? This section is the most easily forgotten and best demonstrates the work done.

Example:

  • Emotional validation and active listening
  • Exploration of recurring relational patterns
  • Psychoeducation on the anxiety-avoidance cycle
  • Reframing the interpretation of the conflict
  • Prevention of unsafe behaviors
5. PlanNumbered list

What is agreed upon for the next sessions: tasks, objectives, and where to go from here. Write it in verifiable terms.

Example:

  1. Continue recording thoughts, focusing on social situations
  2. Gradual exposure: speak once at the weekly team meeting
  3. Work on the identified attachment patterns in the next session

Optional blocks worth considering

BlockWhen to add it
Administrative dataSession number, format (in-person or online) and next scheduled appointment
Maintenance factorsWhen the case stalls, it's helpful to have a clear understanding of what's causing the problem.
Working hypothesisTo make your case formulation explicit so that it can be reviewed.
RiskWhenever any indicator exists: it must be expressly recorded
Therapeutic allianceUseful in supervision and when the relationship is itself work material
Formatting tip: It deliberately mixes text and lists. Narrative blocks (motive, story, state of mind) require text; operational ones (interventions, plan) are much better read in bullet points and numbering. If you're using AI, specify that format for each section and it will adhere to it.

How to document an AI session

In short: You record the session—in person or online—the tool transcribes the audio and writes the note following your template; you review it, correct it if necessary, and save it. It doesn't replace your judgment: it saves you the mechanical part.

1
You report and record
You notify the patient and record from your computer. No hardware is needed, and no bots can enter the video call.
2
Add your notes
What you observe but is not said out loud (non-verbal language, hypotheses) can be written down or dictated to be included in the report.
3
AI writes using your template
Transcribe, distinguish who is speaking, and fill in each block with the instructions you have defined.
4
You review and save
You read it, adjust what is necessary, and transfer it to your management program or medical record.

A practical detail that makes a difference in consultations: the processing goes in parallelYou can run a report for one session and go straight to the next; it will notify you when it's ready. With Voicit, the report takes approximately half of the session lasted — a 50-minute session is ready in about 25, while you're already with the next patient.

If you work with in-person sessions, this guide explains the options for record face-to-face meetings with good audio quality.

Consent: how to ask for it properly (and why it's not optional)

In short: Recording a therapy session requires the informed consent From the patient's perspective: it's essential to explain what is being recorded, its purpose, where it's stored, and for how long, and to keep a record of this. A brief warning is insufficient.

The three best-performing methods, which should be combined:

ViaHow to do itWhen to use it
In the initial documentAn addendum to the fee and center rules acceptance form that the patient signsThe most reliable thing to do: keep a written record from the beginning
In the invitation to the online sessionA legal text appears in the event description on the calendar; by accepting, you agree to the terms and conditions.Video call sessions
Verbal warning at the startA clear phrase before starting ("with your permission, I'm going to record so I can write the note")Always, in addition to the above
An important nuance: Consent isn't something you sign and forget. The patient can withdraw it at any time, and there are sessions where recording simply isn't appropriate. Your judgment governs the use of this tool.

You can find more details about the regulations in the guide. GDPR and session recording.

Data protection: what to require of the tool

In short: The data from a psychotherapy session are health dataThis is a special category under the GDPR (Art. 9), requiring enhanced protection. Before using any tool, check where the data is stored, whether it is encrypted, who has access, and how it is deleted.

The minimum checklist:

1
Where is the data stored?
They must be based in the European Union, including any transcription and AI providers behind them.
2
Are they encrypted?
In transit and at rest. Explicitly ask about both.
3
Who can access it?
Ideally, anonymized information: that not even the provider can associate it with a person.
4
How do I delete it?
You should be able to delete a session whenever you want and set an automatic deletion (for example, when closing the case).
5
Is there a data processor agreement?
It is mandatory when a provider processes personal data on your behalf.
6
What permissions does each team member have?
Roles: who sees what. In a center with several therapists, this is essential.
Good practice worth copying: a psychologist we work with never enters the patient's complete data In the tool: only the first name or initials. This is common-sense data minimization, reducing risk without diminishing the usefulness of the record.

In the case of Voicit, the data is hosted in the European Union, encrypted in transit and at rest, with the possibility of deleting the information when you request it or scheduling periodic deletions.

What AI should not do

In short: AI describes and orders what happened; It does not diagnose, it does not interpret, and it does not decide.Clinical judgment, working hypothesis, and responsibility for the medical record remain with the signing professional.

  • It does not diagnose. You can gather what was said and describe the observed condition; diagnosis is a clinical act.
  • It does not replace your observation. Nonverbal communication, silence, how something is said — that's what you bring to the table, and that's why it's a good idea to add your notes to the report.
  • He is not infallible at transcribing. It makes mistakes, especially with names, figures, and overlaps. We explain this in the guide on biases of automatic transcription.
  • He does not sign. Always review the note before adding it to the medical record.

In other words: AI takes away your typing skills, not your responsibility. We also discuss the responsible use of these tools in Ethics and Technology.

Software for psychologists: where AI fits into your stack

In short: the practice management software (appointment scheduling, billing, medical records) and the tools of AI documentation They solve different problems and complement each other: the first is the file where the information lives; the second prevents you from having to write it by hand.

When a center looks for "software for psychologists", it is usually combining three needs:

NeedWhat does it solve?Category
Query managementAppointments, patients, billing, and medical recordsClinical management programs
Online sessionsSecure video call with the patientVideoconferencing platforms
AI-powered documentationTranscribe the session and write the note or reportTools like Voicit

The common misconception is expecting the management software to write things for you, or that the AI tool will replace the medical record. It works the other way around: The AI generates the text and you incorporate it into your management programwhich remains the official archive.

What to look at before choosing

  • That works both in person and online. In consultation, a large part of the sessions are face-to-face.
  • Use your templateNot a generic one: the report must come out exactly as you write it.
  • That allows you to add your observationsBecause what is decisive is often not said out loud.
  • That it complies with the GDPR with data in the EU and let you delete whenever you want.
  • May it be useful to the whole team, with shared template and access roles.
  • That the cost scales. Solutions with your own device are usually paid for per person per year: in a team of eight, the difference is huge.

How to implement it in a center with several professionals

In short: define a common template For the entire team, assign access roles, organize sessions by patient with tags, and start with a small test before rolling it out to everyone.

  1. Create the template based on a real report. If you already have a note template that works for you, uploading it allows you to generate a template with the same sections and style.
  2. Share it with the team. No one should have to configure it on their own: that way all the notes come out homogeneous and comparable.
  3. Define roles. Who can see whose sessions? In a center, management usually needs an overview; everyone else, only their own.
  4. Organize by patient. Labels or folders to locate all of the sessions of the same person when the case needs to be reviewed.
  5. Do a test run before climbing. One or two weeks with a couple of professionals to fine-tune the squad, and then the rest of the team.

Common mistakes when documenting AI sessions

1
Recording without explicit consent
The most serious mistake. Besides being illegal, it undermines the foundation of the therapeutic relationship.
2
Do not review the note before saving it
The AI makes mistakes; you sign the medical record.
3
Using a tool without knowing where the data goes
This is health data: it requires EU hosting and encryption.
4
Enter unnecessary identifying information
The first name or initials are usually sufficient.
5
Let the AI interpret
Describe; interpret is your job.
6
Each therapist with their own staff
Without a common format, the notes from the center cease to be comparable.

Actionable summary

  • ✅ Set a template Write it down and use it all in the center.
  • ✅ Order the informed consent write it down and remind yourself verbally.
  • ✅ Demand Data in the EU, encrypted and deleted configurable.
  • ✅ Apply minimization: initials instead of full data.
  • Always check before adding the note to the medical record.
  • ✅ Remember why you document well: in three years, that note may be all that remains.
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Frequently Asked Questions

Is it possible to record a psychotherapy session?

Yes, provided the patient gives informed consent: you must explain what is being recorded, why, where it is stored, and for how long, and keep a record of this. The patient can withdraw this consent at any time.

What should a psychology session note include?

Typically includes: reason for consultation, history of the problem and treatment, mental status examination, therapeutic interventions performed, and plan for subsequent sessions. Each center adjusts the level of detail.

Is it legal to use AI to write medical records?

Yes, provided the GDPR is complied with and the professional reviews and validates the content. Since this involves health data (a special category under Article 9), extra care must be taken with the provider, and a data processing agreement must be signed.

Where should session data be stored?

On servers in the European Union, encrypted in transit and at rest, with access control and the possibility of deleting information when requested.

Can AI diagnose a patient?

No. You can describe what was said and structure it in your template, but the diagnosis and clinical interpretation are the responsibility of the professional.

How much time is saved by documenting with AI?

It depends on the volume. In consultations with several sessions per day, the drafting process goes from taking up a large part of the day to a review of just a few minutes per session. With Voicit, the report is generated in about half the time the session lasted.

Is it suitable for in-person sessions or only online?

For both. In-person recordings are made with the computer's microphone, and online recordings are made from the browser, without needing to add a bot to the video call.

Can an entire team use the same template?

Yes. The best approach is to create a common template and share it, so that all the center's notes have the same structure, and to define access roles so that each professional sees what is relevant to them.

What is a psychological report and what should it include?

It is a formal document that summarizes the evaluation performed and its conclusions for delivery to a third party. It usually includes identifying information of the professional and the patient, the reason for the report, the reason for the consultation and medical history, the evaluation procedure, results, conclusions, recommendations, and a signature with the date.

How does a psychological report differ from a session note?

The session notes are the internal record of each meeting and are always written; the psychological report is a formal, specific document addressed to a third party. The notes are the raw material from which the report is later written.

What is the structure of a session note template?

The most common format has five sections: reason for consultation, history of the problem and treatment, mental status examination, therapeutic interventions, and plan. The first three are usually written in text, and the last two in lists.

What software does a psychologist need?

Typically three pieces: a consultation management program (schedule, patients, billing and medical history), a secure video call platform for online sessions and an AI-powered documentation tool that transcribes the session and writes the note or report.

Can AI write a complete psychological report?

You can draft the report based on the session and your notes using your template, but the clinical content, conclusions, and signature are the responsibility of the professional, who must review it before submitting it.

Note: This article is for informational purposes only and does not constitute legal or clinical advice. For decisions with legal or ethical implications, consult your professional association or a specialist.
Transparency: Voicit is our product. The consultation examples come from conversations with psychology professionals and are quoted anonymously.
Álvaro Arrescurrenaga

Álvaro Arrescurrenaga
CEO and co-founder of Voicit. He works with psychology centers, consultancies, and teams that document conversations with AI.

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