Ground truth, then the platform.
Most of our effort happens before any code is written. We learn how decisions are really made, then connect every source of information into one live model of the operation and put intelligence on top of it.
Ground truth first.
We go to where the work is done: schools, farms, clinics, sites and finance teams. Building is step four of six, and every step before it shapes what we build.
Embed
Our engineers and analysts work alongside the people who run the operation, on site.
Map
Every source of information, decision point and constraint: signal, power, devices, skills and cost.
Model
The people, places, assets and events that matter, and how they relate to each other.
Build
We integrate the data and build the applications, models and automations the operation needs.
Deploy
We roll out in stages, train people on site and run alongside existing processes until the value is proven.
Improve
We measure decision speed, accuracy and adoption, and keep refining as the operation changes.
Five layers. One architecture.
Information from any source becomes a live operational model, then intelligence, then action. Each deployment is configured for the organisation it serves. The architecture stays the same.
Capture
- Paper and forms
- Spreadsheets
- Business systems
- Mobile, USSD and SMS
- Sensors and devices
Integrate
- Clean and validate
- Match identities
- Track lineage
- Score data quality
Operational model
Intelligence
- Dashboards and analytics
- Forecasting
- Risk scoring
- Matching
- Language models
Action
- Operational applications
- Alerts and escalations
- Automated workflows
- AI agents
- APIs into your systems
Model-centred
Every source maps onto one model of the organisation, so every team works from the same truth.
Closed loop
Decisions and their outcomes are captured, so models learn and the picture improves over time.
Modular
Start with a single layer and add the rest as needs grow.
Built for the way Zimbabwe works.
Systems that only work with fast internet, constant power and a laptop on every desk fail many of the people who need them most. Ours are engineered for the conditions our clients actually face.
Designed for real conditions
- Offline first: work continues without a connection and syncs later
- Every channel: web, mobile, USSD, SMS and WhatsApp
- Works with paper, digitising existing records at source
- Light on data and power for remote sites
Designed for real people
- English, Shona and Ndebele
- Interfaces a first-time user can learn in minutes
- Open APIs for the systems you already run
- Engineers and support on the ground
of rural Zimbabwean households own a mobile phone, while only 4.7% own a computer. We design for the phone first.
ZIMSTAT and POTRAZ, 2025Trust is part of the architecture.
Clients trust us with information about people, money, land and operations. Security, privacy and governance are designed in from the first line of code.
Data ownership
You own your data. We process it on your instructions and return it in full at the end of an engagement.
Access control
Role-based permissions, so every user sees exactly what their role requires.
Encryption
Encrypted in transit and at rest, with separated environments for each client.
Audit and lineage
Every change, prediction and automated action is logged and traceable to its source.
Privacy by design
Consent, data minimisation and anonymised analytics, under the Cyber and Data Protection Act.
Data residency
Options that keep data in-country or entirely on your own infrastructure.
Cloud
Managed hosting for fast deployment and scale.
Private cloud
Dedicated environments for regulated organisations.
On-premise
Installed on your own infrastructure.
Edge
Local servers and devices that run without a connection.
Let's put your information to work.
Tell us about the decision you are trying to improve. We will start by understanding how your organisation really works.