Our Approach

Privacy-First

Your data never leaves your device. Our AI learns patterns without compromising your most vulnerable moments.

Human-Centered

Technology serves the therapeutic relationship, not the other way around. We enhance human connection, never replace it.

Trauma-Informed

Every interaction is designed with trauma sensitivity, recognizing that healing requires safety, agency, and empowerment.

Evidence-Based

Our research is grounded in proven therapeutic modalities and rigorous scientific methodology.

Research Areas

  • Developing federated learning and differential privacy techniques that keep sensitive data secure while enabling personalized AI interventions. Your healing journey remains completely private.

  • AI-assisted identification and gentle restructuring of limiting beliefs and narratives, inspired by Internal Family Systems (IFS) and parts work approaches.

  • Incorporating body awareness and nervous system regulation into AI therapeutic tools, recognizing that healing happens through the body as much as the mind.

  • Integrating principles from EMDR, NARM, and somatic therapy into AI architectures that understand and respond to trauma with appropriate sensitivity and timing.

  • Building AI systems that understand attachment patterns and can facilitate secure therapeutic relationships, drawing from PACT (Psychobiological Approach to Couples Therapy) principles.

  • Ensuring our AI systems are developed with human dignity, cultural sensitivity, and therapeutic ethics at their core, never replacing human connection but enhancing it.