Organizations struggle to determine legal ownership and usage rights for Indigenous data and cultural intellectual property

Organizations, researchers, and institutions face unclear legal frameworks around Indigenous data sovereignty and ownership, particularly when data has been collected, digitized, or shared without proper consent. The McClain Doctrine and similar legal precedents create ambiguity about liability, repatriation obligations, and data usage rights, leaving organizations vulnerable to legal challenges and unable to confidently use or manage Indigenous datasets. Current legal guidance is fragmented across jurisdictions and lacks clear SaaS/platform-specific applications.