For Primary Healthcare Workers

Frontline AI supports primary healthcare workers through WhatsApp.

Quick, practical guidance for patient cases, PHC topics, weather advisories, and field decisions –– designed for the realities of frontline care in Nigeria.
Single phone mockup behind the Frontline AI hero

How it works

From a WhatsApp message to practical, protocol-aware
support in seconds.

01

Send a message

A PHC worker sends a message on WhatsApp no new app, no login required.

02

Frontline AI understands

The request is understood in plain, natural language no rigid form or keyword needed.

03

Get practical guidance

The worker receives short, protocol-aware support specific to the case in front of them.

04

Safer, consistent care

Supervisors and programs get more consistent field outcomes across every worker and facility.

Where Frontline AI helps

Practical support across the most common PHC scenarios.

Patient case support

Practical reasoning support for common patient presentations across age groups.

Routine immunisation questions

Schedule guidance, missed-dose catch-up, and cold-chain reminders.

Malaria guidance

Diagnosis, treatment, and referral prompts for malaria across age groups.

Child health and danger signs

IMCI-based support with clear escalation prompts when danger signs are present.

Antenatal care support

ANC visit guidance, warning sign recognition, and referral triggers.

Family planning questions

Method eligibility, counselling reminders, and follow-up prompts.

Nutrition and growth monitoring

Growth monitoring interpretation and SAM/MAM management guidance.

Referral and escalation reminders

Clear, protocol-based guidance on when and how to refer patients safely.

Daily weather and outreach advisories

Contextual field advisories to help workers adapt outreach plans safely.

Doctor using tablet with anatomical hologram overlay
Already in their pocket

Why WhatsApp?

Already familiar no new app to install or learn

Works on the phones health workers already carry

Faster than opening a portal mid-field visit

Reduces training burden staff are already WhatsApp users

Fits real PHC workflows, not an idealized office setting

Built for the realities of frontline PHC

This isn't a tool designed in a boardroom. It understands the actual context Nigerian health workers operate in.

Busy facilitiesOutreach daysLimited timeLimited connectivityMultilingual needsShort practical answersSafe escalationNo extra login neededWorks on low-end phonesRural health postsUrban PHCsNo laptop requiredLow-bandwidth friendlyShift workersBusy facilitiesOutreach daysLimited timeLimited connectivityMultilingual needsShort practical answersSafe escalationNo extra login neededWorks on low-end phonesRural health postsUrban PHCsNo laptop requiredLow-bandwidth friendlyShift workers
Field support feature

Plan field work with confidence

Frontline AI sends daily weather-based advisories to help workers plan outreach and community sessions arriving in the same WhatsApp thread, no extra app needed.

Heat warnings with practical hydration advice

Rain warnings suggesting sheltered outreach locations

Mosquito breeding risk alerts after heavy rain

Reminders to clear stagnant water and use treated nets

Clinic desk background
Frontline AI

🌧️ Rain expected in your LGA this afternoon. Consider moving today's outreach session to a sheltered location. Prioritize mothers with young infants.

2:41 PM

🌡️ High heat forecast today (38°C+). Ensure field workers carry water and take shade breaks. Schedule visits before noon where possible.

7:05 AM

Built to be careful with health guidance

Every response is shaped by one principle: support the worker, and never overstep.

01

Designed for real PHC workflows

02

Short, practical responses

03

Protocol-first approach

04

Encourages referral when danger signs are present

05

Does not position AI as a replacement for health workers

06

Supports safer, more consistent decision-making

Partner with Frontline AI

Helping programs support PHC workers at scale without forcing them into a new dashboard or complex workflow.

Doctor onboarding on smartphone

Facility onboarding

No IT team required

Doctor activating account via phone

Worker activation

Join via WhatsApp link

Doctor monitoring data on laptop dashboard

Monitoring and improvement over time

Track outcomes and refine

Phone and stethoscope on desk

State or LGA rollout

Localized by geography

Doctor reviewing content on tablet

Program-specific knowledge content

Aligned to your protocols

Ready to bring Frontline AI to your program?

We work directly with NGOs, state health programs, and LGA teams. Get in touch to discuss a pilot.