Fortanix Confidential AI

Fortanix Confidential AI is a cutting-edge service that enables the development and deployment of AI models on sensitive data using confidential computing. This innovative platform offers multiple stages of the data pipeline for AI projects, securing each stage with confidential computing technology, including Data Ingestion, Learning, Inference, and Model Fine Tuning. Fortanix Confidential AI is delivered as an easy-to-use software and infrastructure subscription service.

For organizations seeking a secure and efficient AI development and deployment platform, Fortanix Confidential AI delivers unparalleled protection for sensitive data and AI models. With its user-friendly interface and powerful features, Fortanix Confidential AI empowers organizations to confidently advance their AI initiatives without compromising data privacy or security.

Fortanix Confidential AI

Key Features:

Ready and Scalable Infrastrucutre and One-click Model Deployment: Fortanix provides a readily available managed Confidential Computing infrastructure that's easy to deploy and provision, on a scalable architecture powered by Azure AKS with SGX-enabled nodes. Users can select a model from a catalog of available models or upload a unique model to use it in an encrypted and secure manner.
Confidential Infrastructure Based on Next-Generation Intel Xeon Processors: Fortanix Confidential AI ensures data confidentiality during processing and model development using confidential computing, including SGX and other enclave technologies.
Model Training: Select from a range of fundamental machine learning algorithms to train on datasets.
Data Preparation: Easily implement necessary data transformations using an ETL process running in a confidential computing enclave.
Enterprise-Grade Security: Fortanix manages and enforces security policies, including identity verification, data access control, and attestation, to ensure the integrity and confidentiality of data, code, and applications.
End-to-End Data Protection: Integration with Fortanix Data Security Manager allows organizations to enhance security through additional capabilities like key management and tokenization.
Auditable Report and Logging: Reports provide proof of execution in a confidential environment for all workflow executions, including curated applications used, input and output datasets, and infrastructure details.
Inference Support: Fortanix Confidential AI offers inference support for image and tabular data.
Monitoring: Track the status of production scenarios, success, and failures using metrics and confidence scoring. Receive confirmation of success or failure from the job, including metrics from the model itself, and an auditable report with Confidential Computing attestations, data sets used, and keys used.
Data Connector: Dataset connectors allow quick data ingestion from S3 accounts or local machines.
Try Out for Free: Take advantage of a free trial of the service with all features enabled, including four hours of compute time. After the free trial period ends, Fortanix Confidential AI offers usage-based billing on a monthly basis.

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