Evidence-Based Mental Healthcare That Works For You

Be an active partner in care that works.

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Justinus is built as a feedback-first, clinician-centered system designed to improve alignment, continuity, and effectiveness in mental health care.

Our methodology focuses on transforming brief, structured patient reflections into actionable insights that support, rather than replace human clinical judgment.

Here's How it Works

The platform is intentionally narrow in scope: it captures post-session feedback, synthesizes patterns over time, and presents insights in a way that is interpretable, optional, and grounded in real clinical workflows.

STEP 1

Structured Patient Reflection

Patients are invited to complete a brief, structured check-in tailored to their therapy type — covering session alignment, goal clarity, emotional tone, and any practical concerns they're holding onto.

Voluntary & asynchronousMinimal burdenNo data or behavioral tracking collected

STEP 2

Data Processing & Synthesis

Responses are synthesized to surface themes over time, flag potential mismatches in expectations, and highlight trends that may affect engagement or continuity of care.

Plain-language summariesNo scores or risk labelsDescriptive, not prescriptive

STEP 3

Clinician-Facing Insights

Insights reach you as contextual signals, not conclusions — time-based patterns rather than single-session snapshots, with optional prompts to support reflection and follow-up. You decide what's relevant.

Contextual, not conclusiveOptional promptsClinician-led

Clinicians retain full discretion over how or whether to use these insights. Nothing generated by Justinus overrides clinical expertise or decision-making.

Model Use & Constraints

AI is used selectively and conservatively:

  • Applied only to post-session reflection synthesis
  • No real-time processing or continuous monitoring
  • No diagnostic, predictive, or risk-scoring models

This constrained approach prioritizes interpretability, safety, and trust over scale or automation.

Continuous Evaluation & Iteration

The methodology evolves through:

  • Ongoing clinician feedback
  • Review of output clarity, usefulness, and unintended effects
  • Adjustments to prompts, structure, and presentation as care contexts change

We treat methodology as a living system, refined alongside the realities of clinical practice.

Therapeutic Alliance as a Predictor of Outcomes

Research consistently shows that the quality of the therapeutic alliance is linked to successful psychotherapeutic outcomes across diverse patients, presenting problems, treatment modalities, contexts, and settings. The therapeutic alliance reflects the therapist's and client's mutual engagement in the work of therapy*.

*The Therapeutic Alliance: The Fundamental Element of Psychotherapy by Stubbe (2018)

Core Components of Therapeutic Alliance

The four components of therapeutic alliance including working alliance, real relationship, and positive and negative affective reactions of the patient toward their therapist accounted for 30% of the variance in session outcome*.

*Patients perspective on the therapeutic relationship and session quality: the central role of alliance by Stefana et al. (2024)

Foundations of Patient Trust in Therapy

Studies have shown that patient’s trust in the treatment and their commitment to it is fostered by the factors including the time shared, openness, role differentiation, guidance, identification, and familiarity with the therapists*.

*Therapeutic Alliance in the Initial Phase of Psychotherapy with Adolescents: Different Perspectives and Their Association with Therapeutic Outcomes by Fernández et al. (2016)

Our Platform is Built
Ethically and Responsibly

Your data, your privacy. Our platform is HIPAA-compliant and uses responsibly built AI to improve your care.

Learn More

Justinus does not attempt to “solve” mental health care.

Instead, it provides a lightweight, structured layer that helps clinicians and patients stay aligned over time, surface issues earlier, and reduce silent disengagement, without increasing administrative burden or ethical risk.

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