What Sets It Apart

This isn't a demo. It's a real system — built to meet the delivery demands of mental health services across Aotearoa New Zealand.

  • Aotearoa New Zealand by design: Te Tiriti-grounded, PRIMHD-compliant, and culturally structured from the start.
  • Consent-first, audit-ready: Privacy, transparency, and accountability — enforced in the system, not just policy.
  • Built for real-world delivery: Regional variation, contract logic, multi-org coordination — not just theory.
  • Analytics, end-to-end: No CSVs. No duct-taped exports. Just real data flow, built to hold — and auditable the whole way through.
  • Designed for viability: Supports staff, services, and funders under pressure — no pitch decks, no passengers.
  • LLM-co-designed: Structured entirely in GPT-4 using constraint logic — no code, no drift, just language that holds.
  • Now entering validation: Architecture and documentation are ready for aligned external review.
  • Designed for adaptation: The architecture supports future white-labelling, regionalisation, and ethical reuse — structurally ready, and built with portability in mind.

Public Validator Summary (PDF)

System architecture – Readiness overview for validation partners

Download Validator Summary