Bridging the Health Gap in Rural Africa
Using data-driven insights and smart logistics to deliver life-saving medical supplies to the communities that need them most.
"I am because we are. The spirit of Ubuntu."
About JAMII
What Does "Jamii" Mean?
In Swahili, jamii means community — family, neighbours, the people who share your world. It is the spirit of Ubuntu: I am because we are. That belief sits at the heart of everything we build.
JAMII is a commercial community mapping platform. We exist to solve one of the most stubborn problems in development, health, and social investment: organisations spend millions on interventions designed without really knowing the communities they serve. Needs are assumed. Gaps are missed. Money is wasted.
JAMII changes that. Before a single clinic is built, a programme is launched, or a rand is spent, JAMII maps the community — household by household — capturing the health, economic, social, infrastructure, and aspirational realities that should be driving every decision.
Who We Are
An independent, commercial technology company serving NGOs, foundations, government bodies, and corporate investors across Southern Africa and beyond.
Our Partners
Among them, the Striped Goat Foundation — a mission-driven health implementation organisation that uses JAMII to power last-mile community data collection.
The Problem
Why Community Mapping Matters
Organisations Invest Without Insight
Across health, housing, education, and social development, billions are spent every year. Most begin with incomplete or outdated data. Programmes are designed at a distance. The result is waste, duplication, and impact that falls short.
South Africa's Health Paradox
The public health system serves roughly 54 million people — 84% of the population — yet receives only 48–49% of total health spend. The private system serves 16% of people and absorbs 51% of spend, including 70% of doctors and 80% of specialists.
The Structural Void
By 2030, the world will face a shortage of 11 million health workers. Top-down, fragmented, episodic care models cannot capture real-time data — and households remain invisible to the systems meant to serve them until catastrophe strikes.
Communities are not passive beneficiaries. They are active participants in mutual value creation. JAMII exists to make that participation real — and rewarded.
Community Mapping
Map First. Spend Smart.
The single most expensive mistake in community development is designing an intervention without truly understanding the community it is meant to serve. JAMII provides the community mapping layer that should come before everything else.
Before you build a clinic — map the health landscape. Before you launch a nutrition programme — map food security. Before you invest in infrastructure — map what people actually need. JAMII turns community mapping into something fast, digital, AI-powered, and continuous — a map that keeps updating as communities change.
How It Works
Simple by Design. Powerful by Nature.
Map Before You Build
Deploy household surveys across your target area to understand the real landscape — health status, economic conditions, infrastructure gaps, and aspirations. Know before you spend.
Design Your Survey
Build surveys tailored to your context from a rich library of validated indicators — or create your own. Seamlessly digitise existing paper-based questionnaires and historical records.
Deploy in the Field
AI-augmented fieldworkers collect data at the household level, online or offline. Voice-to-text, geo-tagging, and gamification keep quality high — built for low connectivity and diverse languages.
Reward the Community
Households that participate receive tangible rewards — cash, airtime, services, or programme access — in exchange for their data. Communities become active participants. Trust is built.
Build the Living Community Map
Every response contributes to a continuously updating, multi-dimensional map of your community — a geo-tagged household ecosystem unifying health, economic, and social data in one place.
Understand, Act, and Prove Impact
Visualise results in real time. AI-driven analysis surfaces patterns and flags gaps. Export clean datasets, generate ESG and impact reports, and demonstrate verified ROI to funders.
Household Rewards
Communities That Share Their Data Deserve Something in Return
For too long, communities have been surveyed, studied, and mapped — and received nothing for it. The data flows upward to funders, governments, and organisations. The households who made that data possible see none of the value.
JAMII changes that. Through built-in incentive and rewards mechanisms, households that participate receive tangible value in return — airtime, cash transfers, access to health services, programme eligibility, or community benefits. This isn't charity. It's a fair exchange.
For Organisations
Better data quality, higher response rates, and communities that want to keep engaging.
For Households
Their knowledge and experience is finally valued — and rewarded.
The Living Community Map
Not a Survey. A Living System.
Most data collection produces a snapshot. JAMII produces a continuously updating, multi-dimensional map of an entire community.
The Geo-Tagged Household Ecosystem
A high-resolution, self-updating map where every household is profiled, unifying health, economic, and social data in one place.
The AI-Augmented Field Hub
Predictive analytics, service routing, and field intelligence — giving organisations real-time visibility and the ability to target interventions with precision.
The Shared Value Dashboard
Real-time ROI, community health and wellbeing improvements, and ESG reporting for funders, government, and corporate partners.
Features
Built for the Communities That Need It Most
Pre-Intervention Community Mapping
Map communities before programmes are designed or funded, so every rand spent is targeted, evidence-based, and justifiable.
Household Rewards & Incentives
Households receive tangible value — airtime, cash, services, or programme access — in exchange for their data.
Household-Level Data Collection
Built around the household as the core unit of insight — where health and economic behaviour happens.
AI-Powered Field Intelligence
Automated triage, predictive analytics, and decision support elevate fieldworkers to near-clinical capability.
Voice-to-Text Data Capture
Respondents answer in their own words, in their own language — no literacy or typing required.
Geo-Tagging & Spatial Mapping
Every response is precisely located, building a high-resolution map of community conditions.
Gamification for Field Engagement
Behavioural design keeps fieldworkers motivated, data quality high, and platform retention strong.
Deep AI Analysis
Surface patterns, identify gaps, and receive AI-generated insights and follow-up suggestions automatically.
Offline-First Field Collection
Collect data in areas with limited or no connectivity. Data syncs automatically when a connection is available.
Paper-to-Digital Integration
Seamlessly integrate physical documents, printed questionnaires, and historical records into the platform.
Real-Time Shared Value Dashboard
Immediate access to community intelligence, impact reporting, and ESG metrics for managers and funders.
Surveys That Create Jobs
Every survey creates employment for local community members as fieldworkers and enumerators.
Secure & Ethical Data Handling
Respondent data is encrypted, anonymised where required, and handled per data protection best practices.
Flexible Export & Integrations
Export to Excel, CSV, or JSON. Integrate with existing data systems, NHI infrastructure, or GIS tools.
Why Now
The Moment Has Arrived
Three converging trends make JAMII possible today in a way that wasn't true even five years ago.
AI is Clinically Ready
AI is now achieving 95%+ diagnostic accuracy in key health domains — at a fraction of the cost of human clinical expansion.
The Digital CHW is Scaling
Over 2 million community health workers are being digitised globally by 2026. A 50:1 cost advantage makes CHW-based delivery the future of last-mile care.
Hardware is Ubiquitous
Smartphone penetration in Africa has reached approximately 65%, powered by ultra-low-cost devices. The infrastructure to reach every household already exists.
For the first time in history, it is economically and technically viable to build a continuous, AI-powered community map — updated in real time, at the household level, at scale.
What Makes JAMII Different
Not Just Another Survey Tool
Map Before You Spend
A pre-intervention tool. Most platforms evaluate programmes after the fact — JAMII helps you design them right in the first place.
Communities Are Rewarded, Not Just Surveyed
Built-in household rewards produce higher quality data, stronger community buy-in, and lasting trust.
A Living Map, Not a Static Report
A continuously updating community map that reflects reality as it changes — an ongoing intelligence advantage.
AI That Multiplies People
AI tools elevate community fieldworkers, improving caseload capacity and diagnostic accuracy. Technology that makes people more powerful.
From Paper to Platform — Seamlessly
JAMII integrates existing physical documents into the digital platform so historical data is never lost.
A Flywheel That Gets Stronger Over Time
More households mapped → richer data → better AI insights → more targeted interventions → greater trust. The JAMII advantage compounds.
Use Cases
Who Uses JAMII?
NGOs & Civil Society
Map communities before designing programmes. Track change over time. Demonstrate impact to funders with verified, household-level evidence.
Government & Municipalities
Conduct ward-level needs assessments before committing infrastructure budgets. Identify service delivery gaps. Support evidence-based policy.
Corporate & Philanthropic Funders
Move from traditional philanthropy to measurable shared value. Know the community before designing your CSI programme. Access verified ROI reporting.
Healthcare Systems & Programmes
Map health conditions at household level before deploying clinical resources. Support PEPFAR, Global Fund, and NHI implementation with real data.
Researchers & Academia
Run rigorous household surveys across large geographic areas. Access longitudinal, multi-dimensional datasets with methodological consistency.
Impact
From Invisible to Measurable
The Intent
Move beyond costly, poorly-targeted interventions designed without real community insight.
The Execution
Map communities at household level — before spending, throughout programmes, and continuously over time — using AI-powered field tools and a rewards model.
The Result
A living, real-time community map that delivers smarter programme design, more targeted investment, and verified impact at the household level.
What Can You Map?
JAMII supports community mapping across a wide range of household indicators.
Social
Social cohesion, safety, community participation, gender dynamics.
Economic
Household income, employment, food security, financial inclusion.
Health
Access to healthcare, nutrition, maternal and child health, chronic conditions, HIV/AIDS, TB, NCDs.
Education
School attendance, adult literacy, early childhood development.
Housing & Infrastructure
Shelter quality, access to water, sanitation, energy, and roads.
Environmental
Land use, waste management, climate vulnerability.
Aspirational
Community priorities, youth aspirations, civic participation.
Testimonials
What Our Partners Say
"JAMII gave us the community intelligence we needed before we designed our programme. It completely changed our approach."
"Finally a tool built for the field — not just for the office."
"The household-level data we collected through JAMII gave us the evidence base to unlock new funding."
Placeholder testimonials — to be updated with real client quotes.
Partners
Trusted by Organisations Making Real Impact
Our Clients
Foundation Partners
Striped Goat Foundation (SGF) is a mission-driven strategic implementation partner that uses the JAMII platform to power last-mile health data collection and community engagement across South Africa — bringing deep public health expertise and an extensive implementation network to communities where JAMII's mapping capability is most needed.
Where We've Worked
From Victoria Falls to the Cape. And Growing.
- ZimbabweVictoria Falls, Wenge
- ZambiaNational and community-level programmes
- South AfricaKlipheuwel, Vredenburg
Contact
Request a Demo
Whether you're an NGO, a funder, a government body, or a researcher — let's talk about designing a community mapping programme for your next intervention.
Get Started
Ready to Know Your Community?
Whether you're running a pre-intervention community mapping exercise, a continuous household survey programme, or building a national data infrastructure — JAMII scales with your ambition.
Map First. Spend Smart. Get the intelligence you need before you commit.
Fast, offline-friendly access in a standalone app
Install JAMII on your device to launch it like a native app. The installed app opens in a standalone view and takes you straight to the login screen.