Clinical human-in-the-loop AI
Autismify
An AI exoskeleton for therapists. The clinician remains the decision maker.
A human-centered clinical platform where grounded multi-agent systems handle the heavy administrative and material prep, while licensed therapists retain 100% control over goals, clinical adaptations, and patient outcomes.
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Therapists spend more time fighting paperwork than working with children.
Personalized neurodivergent care requires tailoring every session to a child's unique sensory profile, communication level, and IEP goals. Therapists spend up to 15 hours a week manually drafting visual supports, adapting curriculum, and synthesizing notes—creating severe clinical burnout and leaving families on year-long waitlists.
Specialized AI agents that assist and follow—never prescribe or diagnose.
We engineered Autismify as a strict human-in-the-loop system. Specialized agents extract session context, query clinical knowledge bases, and draft individualized visual supports and goal progressions in seconds. Crucially, the AI proposes; only the licensed therapist approves, edits, and delivers.
What changed
- 75% reduction in therapy prep time: generate tailored visual supports, social stories, and IEP drafts in minutes
- 100% clinician authority: zero autonomous AI decisions—every adaptation requires explicit therapist sign-off
- HIPAA-compliant data architecture: complete client de-identification and PII scrubbing before any model inference
- Knowledge-grounded generation: content anchored strictly to evidence-based therapeutic protocols, eliminating hallucinations
- Longitudinal progress tracking: structured data capture that documents goal attainment across home and clinic environments
- Increased clinic capacity: enables practices to safely support more neurodivergent children without practitioner burnout
For the therapist: a 15-minute prep command center. For the family: clear, empathetic care.
Clinicians get an intuitive workspace where session preparation drops from 90 minutes to 15, with full citation transparency and one-click customization. Families receive calm, clear, therapist-validated routines on their devices with zero clinical jargon or confusing clutter.
Certo architected Autismify around strict medical governance: multi-agent curriculum synthesis, zero-data-retention AI pipelines, deterministic PII isolation, and an interface that respects the emotional weight of neurodivergent family care.
- Human-in-the-loop enforcement: system architecture physically prevents AI output delivery without authenticated therapist approval.
- HIPAA-aligned data boundaries: client health identifiers are scrubbed client-side prior to context ingestion.
- Grounded in clinical ontologies: retrieval pipelines verify recommendations against peer-reviewed autism intervention frameworks.
- Active clinical deployment: live clinician workspace actively supporting therapists and families with high daily engagement.
Building software for clinical, therapeutic, or sensitive care environments? Let's talk.
Bring us your clinical guidelines, compliance boundaries, and clinician workflows. We build grounded, human-centered AI systems where professionals keep absolute oversight.