Audience
Data science and engineering teams searching for a tool to run AI and ML workloads on sensitive data with built-in confidential computing and compliance enforcement
About Fortanix Confidential AI
Fortanix Confidential AI is a unified platform that enables data teams to process sensitive datasets and run AI/ML models entirely within confidential computing environments, combining managed infrastructure, software, and workflow orchestration to maintain organizational privacy compliance. The service offers readily available, on-demand infrastructure powered by Intel Ice Lake third-generation scalable Xeon processors and supports execution of AI frameworks inside Intel SGX and other enclave technologies with zero external visibility. It delivers hardware-backed proofs of execution and detailed audit logs for stringent regulatory requirements, secures every stage of the MLOps pipeline, from data ingestion via Amazon S3 connectors or local uploads through model training, inference, and fine-tuning, and provides broad model compatibility.
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Tinfoil
Tinfoil is a verifiably private AI platform built to deliver zero-trust, zero-data-retention inference by running open-source or custom models inside secure hardware enclaves in the cloud, giving you the data-privacy assurances of on-premises systems with the scalability and convenience of the cloud. All user inputs and inference operations are processed in confidential-computing environments so that no one, not even Tinfoil or the cloud provider, can access or retain your data. It supports private chat, private data analysis, user-trained fine-tuning, and an OpenAI-compatible inference API, covers workloads such as AI agents, private content moderation, and proprietary code models, and provides features like public verification of enclave attestation, “provable zero data access,” and full compatibility with major open source models.
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amazee.ai
amazee.ai provides Sovereign AI Infrastructure engineered for highly regulated enterprises. Unlike public cloud AI, we deliver dedicated inference isolation, ensuring that proprietary data and LLMs operate in a secure, customer-controlled environment. The platform features a Private AI Assistant that enables secure processing of sensitive internal documents, CRM records, and support data without data ever exiting your firewall or contributing to external model training. With a "Privacy-by-Design" architecture, you can select specific regional enclaves (including CH, DE, and the USA) to meet strict GDPR, HIPAA, and CCPA data residency requirements. By leveraging a transparent, open source foundation, we eliminate vendor lock-in, providing a future-proof gateway to state-of-the-art models such as Claude, GPT-4, and Mistral. It serves as an essential compliance layer for finance, healthcare, and government sectors seeking to leverage generative AI without compromising data sovereignty.
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Fortanix
Founded: 2016
United States
www.fortanix.com/platform/confidential-ai
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