Health Coaching
Reference architecture for an AI health-coaching assistant – multi-channel guidance grounded in clinical guidelines, with reminders and a strict safety posture, powered by the NAISH Hub.
A patient or a community health worker wants guidance over chat or voice, in their own language. This template shows a health-coaching assistant that answers from vetted guidelines, tracks the person over time, and sends reminders.
How it works
- Channels – patients reach the coach over chat or voice; community health workers use an app.
- Gateway & consent – access, authentication, and explicit consent come first, before any clinical content.
- AI health agent (+ skills) – reasons about the request and calls skills: the model for language, retrieval over clinical guidelines for grounding, and the records service for continuity of care.
- NAISH Hub – serves the models on GPU. Sovereign AI core.
- Data & dependencies – a guideline vector store grounds answers, a patient record store holds history, identity verifies the person, and reminders go out through a queue to messaging.
Where the Hub adds value
- Language & reasoning – Hub-served models coach in the patient's language.
- Grounded, safe answers – retrieval ties responses to approved clinical guidelines; this is a high-stakes domain, so safety evaluation gates deployment. See Responsible AI.
- Sovereignty – patient data and models stay on national infrastructure; see Governance & Risk.
Reusable building blocks
| Layer | This template | Swap in for your context |
|---|---|---|
| Channels | Chat / voice + worker app | Any patient or worker channel |
| Agent + skills | Guideline retrieval, records, reminders | Condition-specific skills |
| Models (Hub) | Local-language health LLM | Clinically fine-tuned models |
| Services | Records, notifications | Whatever platforms the programme runs |
| Data | Patient records + guidelines | Any governed clinical source |
Government
Reference architecture for a government policy and decision-intelligence assistant – an AI agent that ingests documents, retrieves grounded answers, and builds dashboards, powered by the NAISH Hub.
Health Records
Reference architecture for AI-assisted health-record digitisation and lookup – OCR extraction into a records service, with natural-language retrieval, powered by the NAISH Hub.