00Research

Open source.
Reproducible.

We publish our data, benchmarks, and methods. These problems are too important to solve in private.

"Two hundred million people speak Kiswahili. Almost no AI understands it properly. We're fixing that."

01KW5-LiteLANGUAGE MODEL

General-purpose models speak Swahili like tourists. KW5 speaks it like a neighbor.

Our first open model. Small, fast, private, and built from the ground up to understand Kiswahili with the cultural depth and fluency that a translation layer structurally cannot deliver. Runs on edge hardware, stays in-region, and costs almost nothing to operate.

02Active Research

Research projects will be published here soon.

We partner with institutions that understand the stakes.

If you are a university, government agency, or research organisation working on AI sovereignty, linguistic equity, or institutional decision intelligence, we want to hear from you.