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What is Fortanix Confidential AI?
Fortanix Confidential AI offers an all-encompassing platform designed for data teams to manage sensitive datasets and implement AI/ML models solely within secure computing environments, merging managed infrastructure, software, and workflow orchestration to ensure privacy compliance for organizations. This service is powered by on-demand infrastructure utilizing the high-performance Intel Ice Lake third-generation scalable Xeon processors, which allows for the execution of AI frameworks in Intel SGX and other enclave technologies, guaranteeing that no external visibility is present. Additionally, it provides hardware-backed execution proofs and detailed audit logs to satisfy strict regulatory requirements, protecting every stage of the MLOps pipeline, from data ingestion via Amazon S3 connectors or local uploads to model training, inference, and fine-tuning, while maintaining compatibility with various models. By adopting this platform, organizations can markedly improve their capability to handle sensitive information securely and foster the progression of their AI endeavors. This comprehensive solution not only enhances operational efficiency but also builds trust by ensuring the integrity and confidentiality of the data throughout its lifecycle.
What is Azure Confidential Computing?
Azure Confidential Computing significantly improves data privacy and security by protecting information during processing, rather than just focusing on its storage or transmission. This is accomplished through the use of hardware-based trusted execution environments that encrypt data in memory, allowing computations to proceed only once the cloud platform verifies the environment's authenticity. As a result, access from cloud service providers, administrators, and other privileged users is effectively restricted. Furthermore, it supports scenarios like multi-party analytics, enabling different organizations to collaborate on encrypted datasets for collective machine learning endeavors without revealing their individual data. Users retain full authority over their data and code, determining which hardware and software have access, and can seamlessly migrate existing workloads using familiar tools, SDKs, and cloud infrastructures. In essence, this innovative approach not only enhances collaborative efforts but also greatly increases trust and confidence in cloud computing environments, paving the way for secure and private data interactions across various sectors.
Integrations Supported
Microsoft Azure
Amazon S3
Azure Data Explorer
Azure Databricks
Azure Key Vault
Azure Kubernetes Service (AKS)
Azure Virtual Desktop
Kubernetes
NVIDIA Confidential Computing
Integrations Supported
Microsoft Azure
Amazon S3
Azure Data Explorer
Azure Databricks
Azure Key Vault
Azure Kubernetes Service (AKS)
Azure Virtual Desktop
Kubernetes
NVIDIA Confidential Computing
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
Fortanix
Date Founded
2016
Company Location
United States
Company Website
www.fortanix.com/platform/confidential-ai
Company Facts
Organization Name
Microsoft
Date Founded
1975
Company Location
United States
Company Website
azure.microsoft.com/en-us/solutions/confidential-compute
Categories and Features
Categories and Features
Virtual Machine
Backup Management
Graphical User Interface
Remote Control
VDI
Virtual Machine Encryption
Virtual Machine Migration
Virtual Machine Monitoring
Virtual Server