Fortanix Confidential AI is a platform designed for data teams to work with sensitive data sets and run AI models in a secure, confidential compute environment. It includes infrastructure, software, and workflow orchestration to create a secure, on-demand work environment that maintains privacy compliance required by organizations.

Features

• Secure Infrastructure: Provides a managed confidential computing infrastructure that is easy to deploy and provision, powered by Intel Ice Lake third-generation scalable Xeon processors.
• Confidential Computing: Enables AI models and frameworks to run inside Intel SGX and other enclave technologies, ensuring no visibility for external entities into the algorithms.
• Proof of Execution: Offers hardware-backed proofs of execution and audit logging to verify compliance with data regulation policies such as GDPR.
• Broad AI/ML Model Support: Supports a range of AI/ML models including Yolov 5, Decision Trees, SVM, Linear regression, KNN, etc.
• Data Protection: Secures data across all stages of MLOps, including data ingestion, learning, inference, and fine-tuning.
• Dataset Connectors: Facilitates data ingestion from Amazon S3 accounts or local machine uploads.

Benefits

• Privacy Compliance: Meets stringent privacy regulations across regions and industries.
• Secure Deployment: Protects intellectual property of AI models deployed in the cloud.
• Ease of Use: Simplifies infrastructure provisioning and deployment with a managed service.
• Data Utilization: Allows access to and use of private data within secure environments for model training and prediction.
• Audit and Compliance: Provides audit logs and hardware-backed proofs to ensure compliance with regulatory requirements.