TrustKernel Confidential Computing
Boost efficiency with AI — without ever losing sovereignty over your data.
The AI Problem for
High-Value Business
Employees are already using AI for work, but companies can't track where the data goes — which AI, what data, whether it's stored. When high-value business wants to bring AI in for real, it hits the same wall: if something goes wrong, can you prove the data stayed under control the whole time? Contracts and promises can't answer that. Only technology can.
How Confidential Computing Works
No more "just trust us." Hardware makes sure data can be computed on — but never seen.
Remote attestation
Before any data is released, the system verifies the environment is genuine and the code hasn't been tampered with.
Confidential VM
Computation runs inside hardware-encrypted isolation — not even the cloud provider's own engineers can see the plaintext.
Verifiable evidence
Every step is logged, so your compliance team, clients, or regulators can independently verify it.
Two Inference Paths
1
Confidential inference models
Fully protected end to end — built for contracts, medical records, financials, and other top-sensitivity work.
2
Frontier models (Claude, GPT, etc.)
Requests stay anonymous and only the minimum data is sent — balancing power with privacy.
Three Layers of Protection
From your device
hardware isolation keeps your AI workspace separate from everything else on the device.
From TrustKernel and the cloud provider
confidential VM + remote attestation，so even TrustKernel's own infrastructure can't access the plaintext.
Model provider
full confidentiality with confidential inference models, anonymous visibility with closed-source frontier models.
Check outThree Ways to Deploy
Confidential Tokens
Pay per use, integrate via API into your existing systems.
Full Solution
Dedicated confidential compute plus deployment and operations — built for the highest compliance needs.
PlugClaw Hardware
A standalone AI workstation for field teams and branch offices.
Why You Also Need a Physical Device
The confidential cloud protects your data once it reaches the cloud. But where does it live before that? If it's sitting on an employee's phone or laptop, it shares the system with every other app and background process — if that device gets compromised, whatever AI has gathered is exposed too. Hardware isolation protects against an unsafe device; the confidential cloud protects against cloud-side snooping. Together, your data is never exposed to an untrusted environment.
Where Confidential AI Is Used Most
Healthcare & Life Sciences
Government & Public Sector
Legal
Technology & R&D
