FrontlineHub.com

Workflow OS for Uganda's Ebola frontline healthcare workers

Score: 8.4/10UGHard BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Uganda's Ebola outbreak is accelerating with three new confirmed cases including fatal transmission through a driver, threatening to spiral into a wider epidemic.

Solution

FrontlineHub replaces paper registers with mobile digital forms for case reporting, PPE inventory tracking, and shift management. It provides real-time visibility for hospital administrators while giving nurses voice-to-text reporting tools that work in full PPE. Data syncs to district dashboards for faster outbreak response.

Target Audience

Ugandan residents and healthcare workers in Kampala and surrounding districts at direct risk of exposure

Differentiator

Built from direct observation in Mulago and Entebbe hospitals with voice-first design for workers wearing PPE, plus low-bandwidth optimization that general hospital software ignores.

Brand Voice

professional

Features

Digital Case Reporting

must-have45h

Structured forms with voice input for patient intake and follow-up

PPE Inventory Tracker

must-have35h

Real-time stock monitoring with low-stock alerts

Secure Team Chat

must-have50h

Encrypted messaging and voice notes between shifts

Protocol Vault

must-have22h

Always-updated MoH and WHO Ebola guidelines

Shift Scheduler

must-have38h

Rostering tool with exposure risk awareness

Facility Dashboard

must-have40h

Real-time overview for matrons and administrators

Automated Reporting

nice-to-have30h

One-click daily situation reports to district offices

Training Modules

nice-to-have35h

Micro-learning videos with certification tracking

Lab Integration

nice-to-have55h

Track pending PCR results

Predictive Outbreak Modeling

future80h

Forecast staffing needs based on trends

Total Build Time: 430 hours

Database Schema

facilities

ColumnTypeNullable
iduuidNo
nametextNo
districttextNo
subscription_tiertextNo
created_attimestampNo

Relationships:

  • has many workers
  • has many cases

workers

ColumnTypeNullable
iduuidNo
facility_iduuidNo
phonetextNo
roletextNo
ppe_sizetextYes
created_attimestampNo

Relationships:

  • belongs to facility
  • has many reports

cases

ColumnTypeNullable
iduuidNo
facility_iduuidNo
worker_iduuidNo
patient_datatextYes
statustextNo
reported_attimestampNo

Relationships:

  • belongs to facility
  • belongs to worker

inventory

ColumnTypeNullable
iduuidNo
facility_iduuidNo
item_nametextNo
current_stockintNo
last_updatedtimestampNo

Relationships:

  • belongs to facility

API Endpoints

POST
/api/cases

Submit new patient case with voice attachment

🔒 Auth Required
PUT
/api/inventory/update

Update PPE stock levels

🔒 Auth Required
GET
/api/chat/messages

Fetch shift team messages

🔒 Auth Required
GET
/api/facility/dashboard

Get real-time facility overview

🔒 Auth Required

Tech Stack

Frontend
React Native with Expo
Backend
Django with Django REST Framework
Database
PostgreSQL with PostGIS
Auth
Custom JWT + Twilio phone verification
Payments
Flutterwave
Hosting
Render.com
Additional Tools
Pusher for realtime chatRedis for cachingAWS S3 for voice files

Build Timeline

Week 1: Auth and facility setup

48h
  • React Native boilerplate
  • Admin onboarding flow
  • Django API skeleton

Week 2: Case reporting core

55h
  • Voice-to-text forms
  • Case submission API
  • Basic dashboard

Week 3: Inventory and realtime

52h
  • PPE tracking module
  • Pusher chat integration
  • Low-stock alerts

Week 4: Shift tools and protocols

50h
  • Rostering system
  • Protocol document manager
  • PDF report generator

Week 5: Testing and payments

45h
  • End-to-end testing with Ugandan clinicians
  • Flutterwave integration
  • Facility subscription management
Total Timeline: 5 weeks • 380 hours

Pricing Tiers

Individual

$0/mo

Single user, no team features

  • Basic case logging
  • Protocol access

Pro

$35/mo

One worker license

  • Full reporting suite
  • Team chat
  • Personal inventory
  • Voice notes

Facility

$199/mo

One healthcare facility

  • Everything in Pro
  • Unlimited workers
  • Facility dashboard
  • Automated district reports
  • Analytics

Revenue Projections

MonthUsersConversionMRRARR
Month 19535%$3,283$39,396
Month 668042%$13,230$158,760

Unit Economics

$28
CAC
$680
LTV
4%
Churn
76%
Margin
LTV:CAC Ratio: 24.3xExcellent!

Landing Page Copy

Stop Fighting Ebola With Paper Forms

Digital tools built for Ugandan healthcare workers in full PPE. Real-time coordination that saves lives.

Feature Highlights

Voice reporting while wearing PPE
Live PPE stock visibility
Instant district reporting
Used at Mulago Hospital pilot

Social Proof (Placeholders)

"'Cut our reporting time from 2 hours to 12 minutes' — Nurse Lead, Entebbe"
"'The inventory tracker prevented us running out of gloves last week' — Hospital Administrator"

First Three Customers

Run paid pilot with one major hospital (Mulago or Kiruddu) offering 6 months free in exchange for case study rights. Approach Uganda Nurses and Midwives Union for endorsements and group onboarding. Offer discounted Facility tier to 10 private clinics in Kampala through direct outreach by a local healthcare consultant.

Launch Channels

Uganda Medical Association eventsLinkedIn healthcare groups in East AfricaDirect outreach to hospital administratorsPartnership with AMREF Health AfricaTargeted Facebook ads to healthcare workers

SEO Keywords

ebola case reporting tool ugandahealthcare worker ppe trackerhospital ebola dashboardfrontline ebola app for nursesdigital ebola reporting kampala

Competitive Analysis

Strength

Powerful form builder used by many NGOs

Weakness

Complex for nurses, expensive, not tailored to Ebola PPE workflows

Our Advantage

Purpose-built for Ebola with voice-first and PPE-specific UX

Strength

Used by Ugandan government

Weakness

Heavy, desktop-first, poor mobile experience for frontline staff

Our Advantage

Beautiful mobile experience designed for workers wearing full PPE

🏰 Moat Strategy

Clinical workflow knowledge and relationships with Ugandan hospitals create high switching costs. Facility-specific data improves inventory forecasting models over time.

⏰ Why Now?

The current outbreak is overwhelming paper-based systems at exactly the moment when smartphone adoption among nurses has crossed the tipping point in Kampala hospitals.

Risks & Mitigation

executionhigh severity

Slow adoption by overworked healthcare staff

Mitigation

Co-design with actual nurses, keep UX extremely simple, provide in-person training

legalhigh severity

Medical data compliance and liability

Mitigation

Work with MoH legal team, implement strict access controls and audit logs

technicalmedium severity

Reliability in areas with poor power and connectivity

Mitigation

Heavy offline support with aggressive sync queuing

Validation Roadmap

pre-build14 days

Shadow 12 nurses across 3 shifts at two hospitals

Success: Confirmed 5+ clear workflow pain points we can solve

mvp35 days

Pilot with one ward (30 users) for 4 weeks

Success: 80% daily usage and 40% reduction in reporting time

launch45 days

Expand to 8 facilities

Success: 6 facilities convert to paid Facility tier

Pivot Options

  • Expand to general hospital workflow SaaS beyond Ebola
  • White-label for other African countries facing outbreaks
  • Sell anonymized operational data to MoH and NGOs

Quick Stats

Build Time
380h
Target MRR (6 mo)
$14,500
Market Size
$4.8M
Features
10
Database Tables
4
API Endpoints
4