Work with us

Partnerships should begin with a shared problem - not a press release.

We collaborate with researchers, institutions, and organisations when there is genuine overlap between their constraints and our dreams. We do not claim affiliations we have not earned.

How we partner

Useful partnerships start with clarity: who experiences the problem, what evidence exists, what each side can contribute, and what success would look like in the real world.

We are interested in research collaborations, careful pilots, dataset and evaluation work, and product directions where institutional knowledge meets product discipline.

We are not interested in logo swaps, vague MOUs, or partnerships invented for marketing.

Research

Joint exploration, field access, evaluation design, and honest publication of status.

Product pilots

Scoped experiments with clear boundaries, especially in language, MSME, and trust domains.

Institutions

Universities, NGOs, and public-interest organisations with aligned problems and realistic timelines.

Reality check

Evidence required before an idea advances:

01A clearly stated problem both sides care about
02Named constraints - not aspirational scope
03Agreement on what will not be claimed publicly
04A path to learn something useful even if the pilot ends

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