The mandatory front door

A Healthcare Assistant that doesn't diagnose, and that's exactly the point.

Symptom-checker apps that try to guess your condition are charming until they're wrong. The Health Hub Healthcare Assistant classifies, scores, and summarises, and then steps aside for a real doctor. The result is shorter consultations, fewer unnecessary tests, and patients who arrive already understood.

Four modules

Every intake follows the same structured path.

The same four modules run whether you start on web, on WhatsApp, or by dialling *280# on a feature phone. State is saved to the cloud after every answer. Drop signal mid-intake and resume from the exact same question.

1

Module 1 · Chief complaint

Free text or a category menu (Pain, Fever, Breathing, Stomach, Mental health, Injury, Skin, or Other). We capture what's wrong in the patient's own words.

2

Module 2 · Duration & severity

When did it start? How long has it lasted? Severity on a 1 to 10 scale. Worsening, stable, or improving. Adaptive follow-up symptoms based on the chief complaint.

3

Module 3 · Medical history

Known chronic conditions, allergies, and current medications. Pre-filled automatically for returning patients, so no re-keying is needed.

4

Module 4 · Vitals (optional)

Temperature, blood pressure, pulse. Entirely optional. Patients without devices can skip. Vitals feed the urgency score when provided.

Clinical safety by design

The red-flag detector is rule-based, never a language model.

An LLM is brilliant at conversation and terrible at clinical safety guarantees. Our emergency detector is a deterministic, auditable rules engine. Every rule was written by clinicians, every trigger is logged, and every output is reproducible. If a pattern matches, the patient is escalated to a coordinator immediately, independent of what the language model said.

Red-flag rules (sample)
  • Chest pain with left-arm radiation → cardiac emergency
  • Facial droop + arm weakness + speech difficulty → stroke
  • Severe dyspnoea with severity ≥ 8 → respiratory emergency
  • Major haemorrhage report → trauma escalation
  • Loss of consciousness → immediate emergency dispatch

The full rule set is reviewed quarterly by our clinical advisory board and version-controlled in the repository alongside every change.

What the doctor receives

The intake ends. The brief begins.

By the time you join the consultation, your doctor has already read a structured one-page summary. They don't waste your first three minutes asking what they already know.

Urgency score 1 to 5

Combines severity, duration, trend, and risk factors. Used to prioritise the doctor queue.

Top 3 ICD-10 codes

Suggested differential, not a diagnosis. The doctor confirms, edits, or replaces in the SOAP note.

Red-flag warnings

If an emergency pattern matched, it appears at the top of the brief and the patient is escalated.

Allergy & meds context

Pre-loaded so the prescription writer's allergy gate is primed before the doctor reaches for a drug.

Channels

The same assistant, on the device you already have.

In Sub-Saharan Africa, 64% of people own a smartphone, and 36% don't. We refuse to design a healthcare platform that excludes the second group. The same intake state machine drives all four channels.

Web & mobile app
Rich conversational UI in English, Swahili, French, and Amharic.
USSD *280#
Works on any GSM phone. No internet. No app store. Resumes if you drop signal.
WhatsApp
The same intake, in chat. State saved between messages so you can pause and return.
Voice (Phase 3)
Call a local number, talk to the Healthcare Assistant, get connected to a doctor.
4 min
Average intake time
Across all channels
4
Languages on launch
EN · SW · FR · AM
100%
Encounters start structured
No patient bypasses the Healthcare Assistant
0
LLM-based safety calls
Red-flag detection is deterministic
See it in action

The fastest way to understand the Healthcare Assistant is to use it.

Run a self-guided 4-minute intake. You'll see exactly what your doctor sees: the urgency score, ICD-10 suggestions, and red-flag check.