USEncryption creates new opportunities to securely compute and share confidential data with full privacy and security. Our innovative Encrypted Operator Computing (EOC) method allows the processing of encrypted data at scale: compute and extract insights from encrypted data without having to decrypt it first, never compromising its privacy, security and regulatory compliance. It is an effective alternative to highly restrictive homomorphic encryption methods, with use cases including training machine learning models on encrypted data, and making predictions from encrypted or unencrypted data. Our main goals: • unlock opportunities to share and monetize confidential data “as a service” with full privacy, powered by encryption • allow data to stay encrypted at all times (in storage, in transit, and in use), building trust to migrate data to the cloud