Indigenous tech, data sovereignty, and why local AI matters
There is a concept in many Indigenous cultures called the seventh generation principle. It asks us to make decisions today that will protect and benefit our people seven generations into the future. Here at chuchua.tech we are looking closely at how it shapes our approach to technology, data sovereignty, and the emerging field of local AI.
Data sovereignty (It is about more than servers)
When we talk about data sovereignty, we are not just talking about where data is physically stored. We are talking about who holds the authority over that data, whose laws govern it, and how it reflects a Nation's values.
Think about child and family services data. For generations, this information has been managed by external systems that do not understand our cultural context, kinship structures, or community protocols. The result is data that does not tell the full story and systems that can actually cause harm to the very people they are meant to serve.
We are working with Indigenous Governing Bodies (IGBs) across British Columbia to build systems that put authority back where it belongs: in the hands of the Nations themselves.
This means:
Indigenous frameworks: Building data governance based on local laws, not just Western compliance requirements.
Cultural safety: Designing software that respects community values and protocols.
Local control: Ensuring infrastructure keeps control local, even when utilizing cloud services.
It is not just about technology. It is about true sovereignty.
Local AI
The AI revolution is here, but most of our communities are being asked to consume it rather than shape it. Large language models trained on massive Western datasets do not understand Secwepemc language structures, Indigenous knowledge systems, or local contexts.
This is why local AI is critical. When we run AI models on our own hardware, right here in our own territories, the landscape changes entirely.
Through this approach, we can:
Train models specifically on our own languages and knowledge.
Ensure sensitive data never leaves community-controlled infrastructure.
Build tools that serve community education and language revitalization, rather than corporate profit margins.
We are currently exploring ways to bring small language models (SLMs) to local hardware in Simpcw territory. The goal is never to replace human knowledge keepers. It is to create tools that support them in their vital work.
Mentorship: Building from within
Technology is ultimately about people, not just tools. If we want true digital sovereignty, we need to build capacity from within our own borders.
We want to show our young people that they do not need to leave the territory to do meaningful, high-level tech work. We are working alongside local educators and families to create a holistic approach to tech education.
Sustainability for the long term
Sustainability in tech is about building systems that last, adapt, and serve community needs across generations.
For us, this means:
Open-source tools: Choosing software that communities can maintain independently without costly vendor lock-in.
Low-bandwidth design: Building systems that function reliably even with limited connectivity and resources.
Knowledge transfer: Creating clear documentation so technical knowledge can be passed down locally.
We are also thinking about environmental sustainability. The global tech industry has a massive carbon footprint, from massive data centers to hardware manufacturing. As we build out local infrastructure, we are making conscious choices about energy efficiency and hardware lifecycles. We are building with the seventh generation in mind.
"We are at an inflection point. The technologies emerging right now could either deepen colonial extraction or support Indigenous self-determination. The choice is political, not technological."
Do you have a project that aligns with these values? Whether you are an Indigenous Nation looking to reclaim data sovereignty, a community organization building local capacity, or an ally interested in supporting Indigenous-led technology, we would love to hear from you.
Reach out to us here or email us directly at hello@chuchua.tech.
Protocol Note: Our commitment to the seventh generation principle and local data infrastructure guides every project we take on. chuchua.tech is 100% Indigenous owned and operated, proudly based in Chu Chua and serving the Simpcw community.