Solutions

AI tools for real problems.

Open source when openness serves the mission, proprietary when a product creates more impact. Everything starts with competitions — each win feeds what we build.

EndedDeployed tool

ToolEnded

Zindi World Cup 2026

A Telegram bot tracking your Zindi WC2026 Goal Prediction Challenge submission in real time: RMSE, F1, leaderboard rank, and goal alerts.

Explore the tool →

Model2nd place

3LC Multi-Vehicle Detection

2nd place at the 3LC Multi-Vehicle Detection Challenge — our first open-source model, trained data-centric on a frozen model.

YOLOv8n · open source · 2026See the model →

ResearchOngoing

Benchmark & publication

Lessons from our Zindi and Kaggle campaigns, formalised and reproducible for the whole community.

Continuous

ToolSoon

Practical assistant

Putting AI in the hands of those who need it — no friction, no jargon, as close to the field as possible.

In design

Trajectory

From competition to platform.

01Ongoing

Competitions

Prove our value on Zindi and Kaggle. Learn, win, fund the next step.

02Shipped

First models

A first open-source model shipped — 2nd place at the 3LC Multi-Vehicle Detection Challenge. The series continues.

03Coming soon

Products

Tools people actually use — open source or proprietary.

04Vision

Platform

Infrastructure to federate contributors and distribute value.

An idea, a dataset, a collaboration?

We build in public and move faster together. Let’s talk.