CBT AI Assistant: Augmented Cognitive Psychotherapy

As a CBT psychopractitioner practising in Nantes, I designed an AI CBT psychotherapy assistant in response to a simple observation: between sessions, my patients find themselves alone with their thoughts. Not alone by choice, but alone by default. The idea of a digital tool capable of offering an initial cognitive and behavioural perspective — without ever claiming to replace a therapist — seemed not only relevant, but necessary. This article explains what a conversational assistant specialising in cognitive behavioural therapy actually is, how it works, who it is designed for, and above all what it cannot do.

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AI in the Service of Mental Health: The State of Play in 2026

The digital mental health landscape has evolved considerably in recent years. In 2026, AI-assisted psychological support tools are no longer science fiction. They represent a rapidly expanding clinical reality, driven by several converging factors.

Demand That Exceeds Supply

In France, waiting times to see a psychologist or psychiatrist often exceed three months in major cities — and much longer in rural areas. The shortage of mental health professionals is a fact documented by the Court of Auditors and the Order of Psychologists. In this context, millions of people go through periods of distress without any support.

This is not a problem of willingness. It is a problem of access. And it is precisely in this gap that digital tools find their place — not as substitutes, but as first points of contact.

What the Research Tells Us

Several meta-analyses published between 2023 and 2025 have evaluated the effectiveness of digital interventions based on CBT (cognitive behavioural therapy). The results are encouraging for mild to moderate disorders:

• Significant reduction in anxiety symptoms in computer-assisted CBT programmes (Andersson et al., 2024).
• Improved therapeutic adherence when patients have access to a support tool between sessions (Titov et al., 2023).
• Better understanding of cognitive schemas through psychoeducation integrated into specialised chatbots.

However, these results come with an important caveat: effectiveness depends directly on the clinical quality of the tool. A generalist chatbot that repeats motivational platitudes has nothing in common with an assistant structured around validated therapeutic models.

The Difference Between a Generalist Chatbot and a Clinical Assistant

This is where the gap lies. When you ask a generalist chatbot a relationship question, you get a polite, well-meaning, but clinically empty response. The tool does not know what a Jeffrey Young early maladaptive schema is. It is not familiar with Bowlby's attachment theory. It has no analytical framework to identify a Karpman drama triangle in your account.

An AI assistant designed by a CBT practitioner works differently. It draws on precise theoretical frameworks, structures its analysis according to proven clinical models, and knows — perhaps most fundamentally — how to recognise its own limitations.

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How a CBT AI Assistant Works

To understand the value of such a tool, you first need to grasp what distinguishes it from a simple conversation with an artificial intelligence. The assistant available on our website is built on a three-layer architecture.

First Layer: Structured Analysis

When you describe a situation — a relationship conflict, recurring anxiety, a repeating relational pattern — the assistant does not simply rephrase what you have said. It launches a structured analysis that simultaneously draws on 14 clinical models.

Each model evaluates your account according to its own framework. The result is a multidimensional map of your situation, far richer than a linear analysis.

Second Layer: Clinical Synthesis

The results from the 14 models are then synthesised to identify the dominant dynamics. The assistant does not bombard you with therapeutic jargon. It translates the observations into accessible language, drawing on concrete examples.

For instance, instead of saying "your account reveals an abandonment schema (Young) associated with an anxious-preoccupied attachment style (Bowlby) and a pursue-withdraw dynamic (Gottman)," the assistant will explain how these three dimensions manifest concretely in your daily life.

Third Layer: Conversational Support

The exchange does not stop at the analysis. The assistant engages in a guided dialogue, asks clarifying questions, suggests CBT exercises tailored to your situation (cognitive restructuring, gradual exposure, ACT defusion), and directs you to appropriate resources — including, systematically, human support when the situation calls for it.

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The 14 Integrated Clinical Models

This is the scientific foundation of the assistant. Each model provides a specific perspective, and it is their combination that produces a truly useful analysis. Here are the 14 theoretical frameworks employed.

1. The Gottman Model — Relationship Dynamics

John Gottman identified the communication patterns that predict the stability or breakdown of a couple. The assistant detects the four horsemen of the apocalypse (criticism, contempt, defensiveness, stonewalling) and evaluates the ratio of positive to negative interactions in your account.

2. Young's Early Maladaptive Schemas — Deep Wounds

Jeffrey Young described 18 early maladaptive schemas that form in childhood and continue to influence our adult relationships. The assistant identifies the activated schemas — abandonment, mistrust, defectiveness, subjugation — and explains how they colour your perception of the current situation.

3. Bowlby's Attachment Theory — Relational Styles

John Bowlby and later Mary Ainsworth showed that the way we experience intimacy is profoundly shaped by our earliest relationships. The assistant evaluates your attachment style (secure, anxious, avoidant, disorganised) and that of your partner to shed light on the dynamics at play.

4. Beck's Cognitive Model — Automatic Thoughts

Aaron Beck, the founder of cognitive therapy, demonstrated that our emotions are not caused directly by events, but by the interpretation we make of them. The assistant identifies the cognitive distortions present in your account: all-or-nothing thinking, catastrophising, mind reading, personalisation.

5. Nonviolent Communication (NVC) — Marshall Rosenberg

NVC distinguishes between observations, feelings, needs and requests. The assistant analyses the quality of the communication described in your situation and suggests concrete rephrasing to express your needs without aggression or passivity.

6. The Karpman Drama Triangle — Psychological Games

The drama triangle (Persecutor, Victim, Rescuer) is a powerful tool for understanding toxic dynamics in relationships. The assistant identifies whether you are trapped in one of these roles and suggests ways to break free.

7. ACT (Acceptance and Commitment Therapy)

Developed by Steven Hayes, ACT proposes not to fight against difficult thoughts and emotions, but to welcome them while acting in accordance with your values. The assistant incorporates cognitive defusion techniques and values clarification.

8. MBCT (Mindfulness-Based Cognitive Therapy)

MBCT combines classic CBT with mindfulness practices to prevent depressive relapses. The assistant can suggest mindfulness exercises tailored to your situation — conscious breathing, body scan, thought observation.

9. Self-Determination Theory — Deci and Ryan

This model posits that psychological well-being rests on three fundamental needs: autonomy, competence and social connection. The assistant evaluates whether these needs are being met or frustrated in your relational situation.

10. The Transactional Model of Stress — Lazarus and Folkman

Richard Lazarus showed that stress does not depend solely on the event, but on how we appraise it and the resources we have to cope with it. The assistant analyses your coping strategies (avoidance, confrontation, seeking support) and their effectiveness.

11. The Cycle of Violence — Lenore Walker

For situations involving coercive control or psychological violence, the assistant draws on Walker's model (tension, aggression, reconciliation, honeymoon) to help recognise dangerous patterns.

12. Motivational Interviewing — Miller and Rollnick

When ambivalence is at the heart of the issue ("I know this relationship is hurting me, but I can't bring myself to leave"), the assistant uses the principles of motivational interviewing to explore resistance to change without judgement.

13. Positive Psychology — Seligman

Martin Seligman identified the factors that contribute to flourishing (PERMA: positive emotions, engagement, relationships, meaning, accomplishment). The assistant does not limit itself to analysing problems — it also assesses your existing resources and strengths.

14. The Systemic Model — Interactions and Context

Inspired by the work of the Palo Alto school, this model considers that relational difficulties do not reside in an individual, but in the system of interactions. The assistant takes into account the broader context — family, work, friends, culture — to contextualise your situation.

Why 14 Models and Not Just One?

In clinical practice, no single model is sufficient to account for the complexity of a human situation. A relationship conflict can simultaneously activate an abandonment schema (Young), manifest through contempt (Gottman), reflect an anxious attachment style (Bowlby) and be maintained by cognitive distortions (Beck).

It is this multilayered reading that gives the tool its value. In a consultation, an experienced CBT practitioner naturally juggles these frameworks. The assistant replicates this integrative approach in a structured way.

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Who Is It For? Situations Where the Assistant Is Relevant

The AI assistant is not a universal tool. It is designed for specific contexts, and it is only honest to clearly define them.

Suitable Situations

Between therapy sessions. You are already working with a psychologist or psychopractitioner, but a difficult situation arises between appointments. The assistant offers an initial space for structured reflection — not a substitute for the session, but a bridge. During the exploration phase. You feel a diffuse relational unease but do not know where to start. You are not yet ready to see a therapist, or you want to better understand what you are going through before taking the step. The assistant helps you put words to your difficulties and identify areas to work on. For psychoeducation. You want to understand what Young's schemas, attachment styles, or cognitive distortions are. The assistant explains these concepts by linking them to your concrete experience, which promotes experiential rather than purely theoretical learning. As a complement to CBT exercises. Your therapist has assigned cognitive restructuring work, an automatic thought record, or an exposure exercise. The assistant can guide you through these exercises between sessions. For loved ones. You are the partner, friend or parent of someone who is suffering. You want to understand what they are going through without being intrusive. The assistant can help you adopt a supportive stance and decode certain behaviours.

Profiles That Benefit Most

• People who tend to ruminate and need a structuring interlocutor to break the cycle.
• People living in rural areas or abroad, far from French-speaking practitioners.
• People who feel strong apprehension about seeing a therapist and want to familiarise themselves with therapeutic vocabulary at their own pace.
• People already in therapy who wish to deepen the work between sessions.

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The Limitations: What AI CANNOT Do

This is the most essential part of this article. As a practitioner, I refuse to participate in an illusion: an AI assistant, however well designed, has structural limitations that no technological advance will be able to overcome.

AI Does Not Handle Emergencies

If you are in a suicidal crisis, experiencing active domestic violence, or in acute distress, the assistant is not the appropriate tool. Emergency situations require immediate human intervention:

• 3114: France's national suicide prevention number (24/7).
• Domestic violence: 3919 (anonymous and free).
• Emergency services: 15 (SAMU) or 112.

The assistant is programmed to detect crisis signals and systematically redirect to these resources. But a digital tool does not replace a professional trained in crisis management.

AI Does Not Make Diagnoses

A psychological diagnosis is a clinical act that requires an in-depth assessment, a structured interview, sometimes psychometric tests, and always the judgement of a trained professional. The assistant can identify patterns and dynamics, but it will never say "you have borderline personality disorder" or "your partner is a narcissistic abuser."

This caution is deliberate and intentional. Diagnostic labels applied carelessly do more harm than good.

AI Does Not Replace the Therapeutic Relationship

The relationship between a patient and their therapist is itself a healing factor. Research in psychotherapy consistently shows that the therapeutic alliance — that relationship of trust, empathy and collaboration — accounts for a significant portion of outcomes, regardless of the theoretical approach.

An AI assistant does not feel empathy. It simulates a form of attentive listening, but it is not affected by your suffering. It will not remember your tone of voice, your hesitation, what you left unsaid. This non-verbal and relational dimension is irreplaceable.

AI Does Not Provide Long-Term Clinical Follow-Up

A human therapist builds an understanding of your history over months, sometimes years. They perceive subtle changes, resistances that soften, relapses that are coming. The assistant works with what you give it in the moment — it has no long-term clinical memory in the therapeutic sense.

AI Can Be Wrong

Artificial intelligence models sometimes produce incorrect, inconsistent or inappropriate responses. The assistant is designed to minimise these risks through its clinical structure, but it is not infallible. Any insight provided should be considered as a lead for reflection, not as absolute truth.

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Complementarity with a Human Therapist

The question is not "AI or therapist?" The question is: how can these two approaches reinforce each other?

The Assistant as a Session Preparation Tool

Several of my patients use the assistant before their session to clarify what they want to discuss. Instead of arriving saying "I don't know where to start," they arrive with a reflection already underway, specific questions, sometimes insights they want to explore in depth.

This does not replace the work done in session — it enriches it. Consultation time becomes more efficient, more focused.

The Assistant as a Between-Session Consolidator

CBT is an active therapy. It relies on exercises, behavioural experiments, thought records. The assistant can serve as a "reminder coach": rephrasing an exercise, helping to complete a cognitive restructuring record, recalling techniques learned in session.

The Assistant as a Gateway to Therapy

For many people, the first step towards therapy is the hardest. The assistant offers a non-threatening space to explore difficulties at your own pace. In my experience, some users end up booking an appointment precisely because the exchange with the assistant helped them realise that human support would be beneficial.

This is perhaps the most interesting paradox: a good AI assistant does not keep you in the digital world — it pushes you towards the human one.

What the Therapist Brings in Addition

• Real-time emotional adjustment: a therapist senses when you are ready to go deeper and when it is time to slow down.
• Compassionate confrontation: sometimes progress requires observations the patient does not want to hear. A therapist knows how to phrase them with tact. AI, by design, tends to validate.
• Body work: CBT increasingly integrates the body (relaxation, interoceptive exposure, EMDR). These dimensions are inaccessible to a text-based tool.
• The ethical and professional framework: a therapist is bound by a code of ethics, supervision, and continuing education. AI has no ethical conscience — it follows programmed rules.

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Why a CBT Psychopractitioner Designed This Tool

One might wonder: why would a therapist create a tool that could theoretically reduce their client base?

The answer is simple. My practice in Nantes can accommodate a limited number of patients. Mental health waiting lists are a reality I observe every week. If a digital tool can help even one person better understand their thought patterns, feel less alone in their suffering, or find the courage to seek professional help — then that tool has fulfilled its mission.

In designing the assistant, I chose clinical rigour over technological appeal. Every integrated model corresponds to a theoretical framework I use in my consultations. Every response is structured according to CBT principles I apply daily. And every limitation is explicitly named — because trust begins with honesty.

I am not an engineer who read a psychology book. I am a practitioner who uses technology as an extension of his practice. The difference is fundamental.

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In Practice, How Do You Use the Assistant?

Using it is simple and requires no prior knowledge of psychology.

Go to the assistant page and describe your situation in everyday language. No jargon needed — speak as you would to a trusted friend.

The assistant analyses your account through the 14 clinical models and offers an initial perspective. It highlights the identified dynamics, activated schemas, and any cognitive distortions.

Engage in dialogue. Ask questions, request clarifications, explore the suggested avenues. The exchange is conversational and guided.

Take action. The assistant suggests concrete CBT exercises, emotional management techniques, and directs you to appropriate resources — including our support programmes or a consultation if the situation warrants it.

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Frequently Asked Questions

Can the AI assistant replace a psychologist?

No. The assistant is a support and psychoeducation tool, not a substitute for therapy. It does not make diagnoses, does not prescribe any treatment, and cannot build a therapeutic relationship in the clinical sense. For comprehensive support, consult a mental health professional.

Is my data confidential?

Yes. Exchanges with the assistant are not permanently stored and are not shared with any third party. No identifying information is required to use the tool. We comply with the GDPR and the principles of data minimisation.

Is the assistant suitable for suicidal crises?

No. In an emergency, immediately contact 3114 (suicide prevention, 24/7), 15 (SAMU) or 112. The assistant is designed to detect crisis signals and redirect you to these resources, but it does not replace emergency human intervention.

Do I need psychology knowledge to use the assistant?

None at all. The assistant is designed to be accessible to everyone. You describe your situation in your own words, and the tool translates the clinical analysis into everyday language. This is in fact one of its strengths: it democratises access to therapeutic frameworks usually reserved for consultation sessions.

Is the assistant suitable for relationship issues?

Yes, it is actually one of its strongest points. The Gottman, Bowlby, Young and NVC models are particularly relevant for analysing relationship dynamics. The assistant can help you understand your couple's patterns and suggest concrete avenues for improvement.

What is the difference between this and ChatGPT or another chatbot?

Clinical specialisation. A generalist chatbot produces generic and superficial responses on psychological topics. The assistant integrates 14 validated therapeutic models, applies a structured analysis methodology, and was designed by a practising CBT psychopractitioner. The depth and relevance of the analysis are not comparable.

Can the assistant help with anxiety or depression?

The assistant can provide insight into your anxious or depressive thought patterns, suggest cognitive restructuring exercises and mindfulness techniques. However, for a confirmed anxiety or depressive disorder, human therapeutic follow-up remains essential. The assistant can be a useful complement to that follow-up, not a replacement.

How much does the AI assistant cost?

The first 6 exchanges are entirely free — with no registration or commitment. If you wish to continue, full access to 50 exchanges costs 1.90 euros. This price includes the ability to download your conversation as a PDF, useful for reviewing the advice or sharing it with your therapist.

How long does an exchange with the assistant last?

A typical exchange lasts between 10 and 30 minutes. You can pause and resume at your convenience. There is no minimum or maximum duration required.

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Going Further

The CBT AI assistant is a tool. Like any tool, its value depends on how it is used. It replaces neither the warmth of a therapeutic relationship nor the depth of personal growth work guided by a professional. But it can illuminate, structure, and sometimes trigger an insight you would not have had alone with your thoughts.

If you are going through a difficult time — in your relationship, in your relationship with yourself, in your emotional management — I invite you to try the assistant. The first 6 exchanges are free: ask your questions, describe your situation, and see what the clinical models reveal about your experience. It is confidential and commitment-free.

If you wish to go deeper, full access to 50 exchanges is available for 1.90 euros, with the ability to download your entire conversation as a PDF — useful for reviewing the advice at leisure or sharing it with your therapist.

And if the exchange makes you want to go further with human support, our CBT programmes and consultations are there for that.

Try the AI assistant now ->

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Gildas Garrec is a psychopractitioner specialising in cognitive behavioural therapy (CBT), practising in Nantes. He supports adults and couples facing anxiety, relationship difficulties and repetitive patterns. View his fees or get in touch.