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About

Google Cloud’s Confidential Computing delivers hardware-based Trusted Execution Environments to encrypt data in use, completing the encryption lifecycle alongside data at rest and in transit. It includes Confidential VMs (using AMD SEV, SEV-SNP, Intel TDX, and NVIDIA confidential GPUs), Confidential Space (enabling secure multi-party data sharing), Google Cloud Attestation, and split-trust encryption tooling. Confidential VMs support workloads in Compute Engine and are available across services such as Dataproc, Dataflow, GKE, and Vertex AI Workbench. It ensures runtime encryption of memory, isolation from host OS/hypervisor, and attestation features so customers gain proof that their workloads run in a secure enclave. Use cases range from confidential analytics and federated learning in healthcare and finance to generative-AI model hosting and collaborative supply-chain data sharing.

About

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Enterprises and regulated-industry IT/security teams wanting a tool to process highly sensitive data in the cloud while ensuring full hardware‐enforced isolation, encryption-in-use and cryptographic proof of workload integrity

Audience

Enterprises, startups and regulated-industry developers seeking a tool that guarantees private model inference and full data sovereignty

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$0.005479 per hour
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
cloud.google.com/security/products/confidential-computing

Company Information

Tinfoil
Founded: 2024
United States
tinfoil.sh/

Alternatives

Alternatives

Privatemode AI

Privatemode AI

Privatemode

Categories

Categories

Integrations

AMD Radeon ProRender
Anjuna Confidential Computing Software
DeepSeek R1
Google Cloud Dataflow
Google Cloud Dataproc
Google Cloud Platform
Google Kubernetes Engine (GKE)
HashiCorp Vault
Intel Open Edge Platform
Llama 3.3
NVIDIA DRIVE
Oasis Parcel
OpenAI
Qwen3-Coder
Slack
Thales Commander
Vertex AI
gpt-oss-120b
gpt-oss-20b

Integrations

AMD Radeon ProRender
Anjuna Confidential Computing Software
DeepSeek R1
Google Cloud Dataflow
Google Cloud Dataproc
Google Cloud Platform
Google Kubernetes Engine (GKE)
HashiCorp Vault
Intel Open Edge Platform
Llama 3.3
NVIDIA DRIVE
Oasis Parcel
OpenAI
Qwen3-Coder
Slack
Thales Commander
Vertex AI
gpt-oss-120b
gpt-oss-20b
Claim Google Cloud Confidential VMs and update features and information
Claim Google Cloud Confidential VMs and update features and information
Claim Tinfoil and update features and information
Claim Tinfoil and update features and information