HealMind_AI
HealMind_AI is Neuralyn’s research program for an emotion-aware, voice-first mental wellness companion designed to provide always-available support and structured therapeutic guidance while remaining explicitly positioned as a complement to professional care.
Abstract
HealMind_AI explores a new model of mental wellness support: continuous, context-aware emotional assistance that adapts its responses over time using multimodal cues (primarily voice + language) and structured intervention frameworks. Unlike reactive tools, it is designed for early detection + gentle intervention-supporting emotional regulation, self-awareness, and habit formation through an always-available interface.
Problem
Most mental health support is intermittent and reactive. Users often seek help only after distress escalates, and there’s limited continuity between check-ins. Tools frequent lack personalization across time, context, and emotional patterns, creating gaps precisely when timely support would matter most.
Hypothesis
A voice-first, emotion-aware conversational system-paired with structured, evidence-aligned intervention patterns and longitudinal memory-can improve early awareness of emotional shifts, adherence to therapeutic routines, and moment-to-moment emotional regulation.
Methods
- •Continuous affect signal capture (Voice prosody + Language markers)
- •Real-time emotional state inference (Multi-signal fusion + Trend modeling)
- •Adaptive intervention logic (Intervention selection engine + Personalization loops)
- •Longitudinal evaluation (Within-user trend analysis + Safety monitoring)
- •Safety and clinical alignment (Guardrails + Professional routing)
System Architecture
Pipeline
Key Outputs
HealMind_AI Beta
Voice-first, emotion-aware companion experience (public beta).
Intervention Library
CBT-informed templates: Grounding, reframing prompts, reflection workflows.
Safety & Governance Spec
Response boundaries, escalation rules, high-risk handling policies.
Progress Timeline
System Architecture
2025-06-15Voice-first interaction design, safety boundaries, and memory model.
Beta Pilot
2025-08-20Early beta release and iterative UX refinement (voice-first companion experience).
Ongoing Validation
2025-10-05Expanding evaluation protocols, intervention library, and longitudinal signals.
Testing
2025-11-28Comprehensive system stress testing and safety boundary verification.
Collecting Feedback
2025-12-10Aggregating user feedback from beta cohort for final refinements.
Clinical Validations
2026-01-03Formal validation studies with clinical partners to assess efficacy and safety.
Outputs
Ethics & Safety Note
HealMind_AI is designed to support wellness and reflection and is not a substitute for professional diagnosis or treatment. For crisis situations, the system should prompt users to seek local emergency or professional help.