EthosLearn is an AI governance and ethical integration platform designed for educational institutions. It addresses the critical need for transparent, fair, and responsible AI use in classrooms by providing tools to audit existing AI edtech for inherent biases (e.g., racial, gender, disability-related), assess data privacy practices, and offer actionable recommendations for mitigation. The platform also includes professional development modules for educators, empowering them to understand AI’s “nutrition label,” identify biased outputs, and implement AI tools ethically to ensure equitable outcomes for all students, moving beyond “invisible influence” to informed, human-centered AI deployment.