Frontline AI supports primary healthcare workers through WhatsApp.
For Primary Healthcare Workers


No app download needed works on any WhatsApp-enabled phone
How it works
From a WhatsApp message to practical, protocol-aware
support in seconds.
Send a message
A PHC worker sends a message on WhatsApp no new app, no login required.
Frontline AI understands
The request is understood in plain, natural language no rigid form or keyword needed.
Get practical guidance
The worker receives short, protocol-aware support specific to the case in front of them.
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.

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.
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

🌧️ Rain expected in your LGA this afternoon. Consider moving today's outreach session to a sheltered location. Prioritize mothers with young infants.
🌡️ High heat forecast today (38°C+). Ensure field workers carry water and take shade breaks. Schedule visits before noon where possible.
Built to be careful with health guidance
Every response is shaped by one principle: support the worker, and never overstep.
Designed for real PHC workflows
Short, practical responses
Protocol-first approach
Encourages referral when danger signs are present
Does not position AI as a replacement for health workers
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.

Facility onboarding
No IT team required

Worker activation
Join via WhatsApp link

Monitoring and improvement over time
Track outcomes and refine

State or LGA rollout
Localized by geography

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.
or email [email protected]