Best Confidential AI Platforms for Amazon Web Services (AWS)

OPAQUE Systems delivers a cutting-edge confidential AI platform designed to unlock the full potential of AI on sensitive enterprise data while maintaining strict security and compliance. By combining confidential computing with hardware root of trust and cryptographic attestation, OPAQUE ensures AI workflows on encrypted data are secure, auditable, and policy-compliant. The platform supports popular AI frameworks such as Python and Spark, enabling seamless integration into existing environments with no disruption or retraining required. Its turnkey retrieval-augmented generation (RAG) workflows allow teams to accelerate time-to-value by 4-5x and reduce costs by over 60%. OPAQUE’s confidential agents enable secure, scalable AI and machine learning on encrypted datasets, allowing businesses to leverage data that was previously off-limits due to privacy restrictions. Extensive audit logs and attestation provide verifiable trust and governance throughout AI lifecycle management. Leading financial firms like Ant Financial have enhanced their models using OPAQUE’s confidential computing capabilities. This platform transforms AI adoption by balancing innovation with rigorous data protection.

Duality Technologies offers an innovative platform designed to enable privacy-preserving collaboration and AI-driven analysis on sensitive and distributed datasets without compromising security or compliance. Leveraging Privacy Enhancing Technologies such as fully homomorphic encryption, trusted execution environments, and federated learning, Duality ensures data remains encrypted and protected throughout its lifecycle. The platform facilitates seamless secure data collaboration and governance, allowing organizations to unlock valuable insights while preserving data privacy and sovereignty. Its applications span financial services, healthcare, government, and marketing, enabling secure risk assessment, patient research, and customer retention analytics. Duality integrates with leading cloud platforms like AWS, Azure, and Google, providing flexible deployment options with verifiable compliance. The company’s approach eliminates the need to move or expose sensitive data, significantly reducing regulatory and operational risks. Duality’s customers, including top global banks and government agencies, use the platform to securely evaluate AI models and collaborate across decentralized data environments. Their technology supports advanced AI workflows, enabling organizations to monetize sensitive data while maintaining full control and transparency.

Cosmian’s Data Protection Suite offers a robust and advanced cryptography solution designed to safeguard sensitive data and applications, whether they are actively used, stored, or transmitted through cloud and edge environments. This suite features Cosmian Covercrypt, a powerful hybrid encryption library that combines classical and post-quantum techniques, providing precise access control with traceability; Cosmian KMS, an open-source key management system that facilitates extensive client-side encryption dynamically; and Cosmian VM, a user-friendly, verifiable confidential virtual machine that ensures its own integrity through continuous cryptographic checks without interfering with existing operations. Additionally, the AI Runner known as “Cosmian AI” functions within the confidential VM, allowing for secure model training, querying, and fine-tuning without the need for programming skills. All components are designed for seamless integration via straightforward APIs and can be quickly deployed through marketplaces such as AWS, Azure, or Google Cloud, thus enabling organizations to establish zero-trust security frameworks efficiently. The suite’s innovative approach not only enhances data security but also streamlines operational processes for businesses across various sectors.