Cape

Cape Privacy is an open source privacy platform powered by AI that integrates with data science and AI infrastructure to provide a workflow guiding contributors toward building custom projects and policies. Cape enables developers to decide on the placement of tools in relation to data storage and pipelines, ensuring data access, privacy, and monitoring meet each product’s requirements. Moreover, it allows stakeholders to set monitoring and auditing configurations so that all parties receive logs for review, approval, or amendment.

Founded in 2018, Cape’s combination of privacy, machine learning, and cryptography enables encrypted data-sharing, helping teams in compliance, legal, and risk management work with each other and third-party vendors. Cape Privacy is underpinned by tf-encrypted, Cape's suite for machine learning experimentation that enables training, validation, and prediction over encrypted data.