Research & IP

Where eduZ, LLC works with US research and IP partners

As the US parent entity, eduZ, LLC holds the intellectual property and is the natural counterparty for research collaboration, licensing and joint work with United States institutions. This page outlines the areas where that collaboration makes sense.

Areas of work

Hard problems we care about

These are research directions that matter for the products and where we are open to collaboration. We describe them honestly — as open problems we are working on, not as solved capabilities.

Indian-language NLP

Language models and tooling that work well across Hindi, its regional varieties, and other Indian languages — not as a translation of English-first systems, but designed for them.

Low-resource learning

Pedagogy and assessment that hold up on low-end devices, intermittent connectivity and large class sizes — the actual conditions of most Indian classrooms.

Doubt-solving that teaches

Guided help that scaffolds a student toward the answer instead of dumping it — measuring whether the student actually learned, not just whether they got unblocked.

Privacy-preserving education data

Working usefully with school and student data while keeping minors’ information protected by design — residency, minimisation, and never training on children’s data.

How collaboration works

Ways we can work together

Joint research with US universities and labs on the directions above, with clear, fair authorship and IP terms agreed up front.

Licensing of specific technology or datasets, in either direction, on plain terms.

Access to anonymised, consented research data under strict, India-residency-aware governance — never minors’ identifiable data.

Co-supervised student projects and internships that connect US research with real Indian-classroom problems.

Propose a collaboration