A versioned protocol signed by a licensed clinician makes every decision. A clinician confirms every referral. Patient data stays in the UAE.
Short questions by phone or browser, in Arabic, English, Arabizi or a mix, after a consent screen. Emergency questions come first, and a yes stops the interview with the instruction to call 998.
Each answer is read three times and must quote the patient word for word. An unclear answer is never read as no. It gets one clarifying question, then a clinician.
Deterministic code reading the signed protocol picks every question, outcome and destination. The language model never does, so every decision can be explained and replayed.
The care team gets a structured handoff in English, with each answer beside the patient's own words and the rule behind each proposed referral.
Gulf and Modern Standard Arabic, Arabizi, UAE English and mixed messages, with right-to-left layout. A red-flag sweep reads every message in eight languages.
Live use refuses to start outside a UAE cloud region, in line with Federal Law No. 2 of 2019. Every step goes into an append-only, hash-chained audit log.
The tool sits inside a DoH-licensed provider and works to that provider's protocol and licence. It exports FHIR R4 for the facility's own systems.
استقبال المرضى عبر المحادثة بالعربية والإنجليزية. بروتوكول موقّع من طبيب مرخّص يتخذ كل قرار، والطبيب يؤكد كل تحويل، وتبقى بيانات المرضى داخل دولة الإمارات.
A private first step for men, in their own language. Red flags go to emergency care or urgent assessment, and fertility risk factors each lead to a named next step: fertility services, andrology or urology, primary care, or self-care information.
Structured intake with the exclusions a clinician needs to see, routed to the right level of care with the patient's own words kept for review.
Working prototype, tested on synthetic patients in 16 writing styles. The demo plays recorded runs of the engine.
Next: protocol sign-off by a UAE-licensed specialist, then shadow mode with a licensed facility in Abu Dhabi.
Jon Holman, Founder. jon@instant.healthcare