Fortanix Confidential AI

Name: Fortanix Confidential Computing AI
Brand: Fortanix

Unlock the power of private data and AI models with Confidential Computing

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

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Glen OteroVice President of Scientific Computing at Translational Genomics Research Institute (TGen)

“Fortanix is helping accelerate AI deployments in real world settings with its confidential computing technology. The validation and security of AI algorithms using patient medical and genomic data has long been a major concern in the healthcare arena, but it's one that can be overcome thanks to the application of this next-generation technology.”

Why Confidential AI

Put Your Private Data to Work

Availability of relevant data is critical to improve existing models or train new models for prediction. Out of reach private data can be accessed and used only within secure environments. Use of confidential computing in various stages ensures that the data can be processed, and models can be developed while keeping the data confidential even when while in use.

Protect AI Models Deployed in the Cloud

Organizations need to protect intellectual property of developed models. With increasing adoption of cloud to host the data and models, privacy risks have compounded. Fortanix C-AI makes it easy for a model provider to secure their intellectual property by publishing the algorithm in a secure enclave. The cloud provider insider gets no visibility into the algorithms.

Easily deploy and provision with a managed service

With limited hands-on experience and visibility into technical infrastructure provisioning, data teams need an easy to use and secure infrastructure that can be easily turned on to perform analysis. As a SaaS infrastructure service, Fortanix C-AI can be deployed and provisioned at a click of a button with no hands-on expertise required.

Protect AI Models Deployed in the Cloud

Talk to our experts for a free assessment of your AI project infrastructure

Take a free assessment now!

Sign Up for Confidential-AI

How Confidential AI Works?

01

Readily Available And Managed Confidential Infrastructure

Fortanix C-AI provides a readily available managed Confidential Computing infrastructure that’s easy to deploy and provision. The solution is powered on Intel Ice Lake third-generation scalable Xeon processors.

02

Run AI Models Inside Intel SGX And Other Enclave Technologies

AI models and frameworks are enabled to run inside confidential compute with no visibility for external entities into the algorithms.

03

Hardware-Backed Proof Of Execution And Audit Logging

The solution offers organizations with hardware-backed proofs of execution of confidentiality and data provenance for audit and compliance. Fortanix also provides audit logs to easily verify compliance requirements to support data regulation policies such as GDPR.

04

Support For A Broad Set Of AI/ML Models

AI high performers have standard tool frameworks and development processes in place for developing AI models. Fortanix Confidential-AI supports a range of models such as Yolov 5, Decision Trees, SVM, Linear regression, KNN, etc.

05

Protect Data Across All Stages Of MLOps

The service provides multiple stages of the data pipeline for an AI project and secures each stage using confidential computing including data ingestion, learning, inference, and fine-tuning.

06

Works On Azure

Fortanix managed and deployed infrastructure works on Azure AKS with SGX enabled nodes

07

Dataset Connectors Support Data Ingestion

Dataset connectors help bring data from Amazon S3 accounts or allow upload of tabular data from local machine.

07

Dataset Connectors Support Data Ingestion

Dataset connectors help bring data from Amazon S3 accounts or allow upload of tabular data from local machine.

01

Readily Available And Managed Confidential Infrastructure

02

Run AI Models Inside Intel SGX And Other Enclave Technologies

AI models and frameworks are enabled to run inside confidential compute with no visibility for external entities into the algorithms.

We cover use cases across industries.
Here’s a snapshot.

Healthcare

Speech analytics and sentiment analysis to provide better tele-customer service in healthcare
Fraud claim detection for health insurance
Diagnosing medical conditions in radiology images
Disease prediction using historical medical data