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The Kaitiakitanga License

A licence developed by Te Hiku Media under which data is not owned but cared for under kaitiakitanga, and any benefit derived from it flows back to the source of the data. Built alongside their te reo Māori speech recognition work, and since taken up beyond them.

Published by Te Hiku Media.

What it asks for

  • Guardianship rather than ownership, with the benefit returning to the source of the data.
  • Data may not be used in applications that surveil, discriminate, or violate human rights.
  • The community that gave the data keeps the say in what is done with it.

What we do about it

  • Where a client wants their data licensed this way, we build to it rather than arguing them out of it.
  • We will not build surveillance or scoring systems aimed at the people whose data trained them.
  • We treat reo and cultural content as taonga, not as a corpus.

Read it at the source: Te Hiku Media. We describe it here, we do not speak for it.

Building something this framework touches?

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The other frameworks we build to

This is a plain description of what these frameworks ask for and how we build to them. It is not legal advice, and it is not a claim of endorsement, accreditation or partnership. Where a framework governs your organisation, take your own advice on it.

Inference that answers to tikanga, not just to a benchmark.

We build and run inference against the six principles of Māori data sovereignty set out by Te Mana Raraunga. For an organisation holding data about its own people, that is not a line at the bottom of a page. It decides where the model runs, what it is allowed to see, and who can switch it off.

Māori data stays Māori owned. Running a model over it does not transfer it, licence it, or turn it into training data.

  • Rangatiratanga

    Authority

    You decide what the model may see and what it may do with it. Access is yours to grant and yours to withdraw, and a withdrawal takes effect at the next inference, not at the next contract review.

  • Whakapapa

    Relationships

    Every output can be traced back to the documents, the records and the rules that produced it. Nothing arrives without a provenance you can follow.

  • Whanaungatanga

    Obligations

    Data gathered for one purpose is not quietly turned to another. A new use is a new conversation with you, not a schema change on our side.

  • Kotahitanga

    Collective benefit

    The gain comes back to the people the data came from, as hours returned to their staff and services that work better for their whānau.

  • Manaakitanga

    Reciprocity

    We leave you able to run it without us. Documentation, handover and the right to take the system elsewhere are part of the build, never an exit fee.

  • Kaitiakitanga

    Guardianship

    We hold your data in trust and never take ownership of it. It does not train our models or anyone else’s, it is returned or destroyed on request, and inference runs somewhere you can point at, on-shore or inside your own tenancy.

The six principles are those of Te Mana Raraunga, the Māori Data Sovereignty Network. The commitments beside them are ours.

Built on three things we don’t bend on.

Honesty

We tell you what AI can and cannot do, then we ship the part that pays for itself.

Speed

Find the one workflow costing the most, ship it to production, prove the return.

Care

Success is hours given back to people and dollars saved. Never the size of the invoice.