AI app for healthcare · no coding needed
Rural Health Triage Assistant
Multilingual triage over WhatsApp, available immediately and with no app to install.
Made for: Pharmacy managers in low-resource regions
What it does for you
The problem
Patients in remote areas face long travel times and high costs to access basic medical advice.
What it gives you
Triage decision, treatment plan, pharmacy voucher, doctor referral.
What you give it
Patient symptomsvoice notesphotos of affected areaslocation data.
How it works, step by step
- Conduct symptom interview via voice or text
- Analyse skin conditions using computer vision
- Apply clinical triage protocols
- Generate treatment recommendations
- Issue pharmacy vouchers
- Escalate to human doctors for critical cases
What you see on screen
- Chat interface
- symptom checklist
- image analysis view
- escalation queue
Build it yourself with your AI system
Build this app yourself, no coding needed
Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.
Sign in to see how to build it yourself
Build a quick version to try, or get the full app pack for Rural Health Triage Assistant with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.
4 Have it built for you days to a few weeks
Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Rural Health Triage Assistant with you.
What's in the app pack
Included in the Complete AI Training membership.
- The building instructions your AI follows, step by step
- The questions your AI will ask you about your business before it starts
- A clickable demo you can open in your browser, to see how it should work
- A detailed blueprint of the screens, the information it keeps and the checks it runs
Become a member to get the app packAlready a member? Sign in
The files, for the technically curious
- START-HERE.mdHow to build it with your own AI (read first)3 KB
- README.mdOverview and links1 KB
- questions.mdQuestions to answer before you build2 KB
- prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare20 KB
- prompt-vps.mdThe same build on your own server (Docker)20 KB
- spec.jsonData model, API, AI pipeline, acceptance criteria12 KB
- demo/index.htmlThe working demo on sample data199 KB
Questions
Do I need to know how to code?
No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.
What does it cost?
The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.
How long does it take?
The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.
Can I change it to fit my business?
Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.
More detailsHow the AI works, safeguards and what to build first
For pharmacy managers in low-resource regions, turn patient symptom data and images into triage decisions and treatment vouchers. Address the problem of limited access to doctors. The value hypothesis is that AI triage reduces wait times and costs for patients while increasing pharmacy footfall; the pilot must establish whether that benefit is real.
Receive patient message, ask targeted questions, request photo, analyse inputs, apply triage logic, recommend treatment, escalate if needed, log visit. Start with patient message and finish with treatment voucher or doctor referral.
How the AI works
Use language models for symptom interpretation and computer vision for image analysis. A clinical reviewer must validate the medical protocol and escalation thresholds before deployment.
Safeguards
Mandatory human escalation for red-flag symptoms, data privacy compliance, strict adherence to triage protocols.
What to build first
One pharmacy chain, five common complaints, manual nurse review.
What it can connect to
WhatsApp Business API, M-Pesa payment gateway, Pharmacy inventory system.
The screens in detail
The main screen is the WhatsApp chat interface where the AI asks questions and displays results.
