Protect & Safeguard Data Sovereignty
Moving from policy to practice requires concrete implementation steps. This section covers how tribal nations are building internal AI capacity, deploying systems under tribal control, and operationalizing data governance frameworks. From language revitalization tools to healthcare applications to workforce development, you'll find examples of nations exercising sovereignty through action, not just advocacy.
Indigneous Data Sovereignt CRGBA Toolkit
The Native Women’s Association of Canada (NWAC) has developed a toolkit to support individuals, organizations, communities, and governments in using data in ways that uphold Indigenous data sovereignty and promote inclusive, culturally grounded practices, recognizing that data is not neutral but reflects power, values, and systems.
The Collaboratory for Indigenous Data Governance
University of Arizona research organization advancing Indigenous Data Sovereignty through the CARE Principles, DataSET Fellows Program, and Indigenous Data Exchange. The Collaboratory transforms institutional governance structures, develops data maturity models, publishes policy briefs on AI and agriculture, and hosts monthly webinars connecting researchers with Indigenous data governance practices. Founding member of the Global Indigenous Data Alliance.
AI in Tribal Healthcare: A Practical Readiness Toolkit for Tribal Health Programs
IHS California Area toolkit helping tribal health programs implement AI as a force multiplier for existing staff, not a replacement. Covers clinical decision support, administrative automation, and revenue cycle optimization with a seven-point readiness checklist. Emphasizes data sovereignty questions for vendor evaluation and starting immediately with existing documents rather than waiting for infrastructure projects. Includes practical next steps tribal programs can take this week.
Ten Simple Guidelines for Decolonising Algorithmic Systems
Ten guidelines translate Māori data sovereignty principles into practical steps for tribal nations evaluating or deploying AI systems. Covers meaningful partnership engagement, algorithmic transparency through open-source approaches, collective privacy frameworks, issue tracking mechanisms, and building tribal capacity to independently govern AI systems rather than just use vendor products.
Weaving Indigeneity and Culture into the Fabric of HCI Futures
CHI Conference paper argues Indigenous and cultural philosophies must take center stage in technology development, not peripheral consideration. Authors examine how interconnectedness and relationality require HCI design to engage deeply with cultural contexts rather than applying superficial adaptations. Paper addresses structural inequalities in technology development, emphasizing community empowerment and culturally sensitive design practices that honor community narratives rather than imposing external solutions.
Indigenous Peoples' Data Collective (IPDC) - US Indigenous Data Sovereignty Network
Indigenous Peoples' Data Collective connects Tribal Nations with Indigenous Data Sovereignty experts from seven partner organizations to support implementation of locally-relevant law, policy, and infrastructure strategies. Through webinars, training, and the Indigenous Data Champions Fellowship, IPDC builds capacity for Indigenous Peoples to create and enforce governance structures that protect against extractive data practices while increasing community access and benefit.
Report of the Artificial Intelligence, Data Sovereignty, and Cybersecurity Task Force
Cherokee Nation task force delivers comprehensive AI and data sovereignty framework grounded in Cherokee Community Values. Report recommends adopting NIST AI Risk Management Framework, creating AI and Data Governance Committees, standardizing Cherokee Nation Citizen ID across all systems, and establishing AISES chapter for STEM education. Emphasizes that emerging technologies must augment Cherokee workforce skills rather than replace them, protect data sovereignty as extension of self-governance, and serve future generations through sustainable practices.
Center for Tribal Digital Sovereignty - ASU American Indian Policy Institute
First national institution dedicated to empowering Tribal Nations to exercise sovereignty in digital spaces. Founded by ASU's American Indian Policy Institute and NCAI, the Center advances research, policy development, and capacity-building to help every Tribal Nation achieve digital self-determination through control of infrastructure, data, spectrum, and emerging technologies like AI.
Indigenous Data Governance Brief - US Indigenous Data Sovereignty Network
US Indigenous Data Sovereignty Network convened over 60 Indigenous delegates representing dozens of Indigenous Peoples, Tribal Nations, and Iwi to establish five key strategies for advancing Indigenous Data Sovereignty. The brief affirms that data live, breathe, and are relatives connecting Indigenous Peoples to past, present, and future, and presents actionable frameworks for governing Indigenous data through tribal authority and scholar activation.
Artificial Intelligence on Indian Reservations in the United States: Prospects and Challenges
Law review article examines AI deployment prospects on American Indian reservations across public, private, and nonprofit sectors. Authors argue tribal Internet policy should expand beyond broadband access to include responsible AI adoption, noting tribes' unique governance structures and small populations position them well to benefit from AI implementation.