Regular cloud
Trust the operator. Production stays a black box.
Verifiable compute
Know what runs on a server
Deploy sensitive workloads to secure enclaves in minutes, with cryptographic proof that production matches the reviewed source.
From engineers trusted by industry leaders
Verify the layers confidential compute leaves opaque
Confidential compute
Trust the hardware. The software stack still stays opaque.
- Application
- Runtime
- OS / Kernel
- Hardware / TEE
- Compiler / Toolchain
Verifiable compute
Don't trust. Verify every layer yourself, down to the compiler.
- Application
- Runtime
- OS / Kernel
- Compiler / Toolchain
From engineers trusted by industry leaders
What Caution does
Stronger integrity guarantees
Caution is a verifiable confidential compute platform that gives you cryptographic proof your enclaves run the exact code you reviewed.
Prove what was deployed
Cryptographically link the code running in your enclave to the reviewed source code, build, and configuration that produced it.
Verify the entire stack down to the kernel, not just the application layer, with full-source bootstrapping and reproducibility.
Detect tampering early
Surface unauthorised changes before they reach production. If a binary doesn't match the expected source, you'll know immediately.
Deploy to enclaves in minutes
Replace weeks of custom infrastructure and security engineering with one unified workflow that runs in minutes. Deploying to a Nitro Enclave has never been this fast.
Keep your workflows
Integrate with your existing CI/CD, infrastructure-as-code, and deployment tooling. Caution fits into what you already use rather than replacing it.
Cryptographically link the code running in your enclave to the reviewed source code, build, and configuration that produced it.
Verify the entire stack down to the kernel, not just the application layer, with full-source bootstrapping and reproducibility.
Surface unauthorised changes before they reach production. If a binary doesn't match the expected source, you'll know immediately.
Replace weeks of custom infrastructure and security engineering with one unified workflow that runs in minutes. Deploying to a Nitro Enclave has never been this fast.
Integrate with your existing CI/CD, infrastructure-as-code, and deployment tooling. Caution fits into what you already use rather than replacing it.
Who it's for
Works everywhere it matters
Caution works across industries and workload types. It is most useful for high-assurance workloads where integrity failures would be costly or catastrophic.
See how teams use Caution
Use cases
How teams use Caution
Explore common workloads teams deploy with verifiable builds and cryptographic proof.
Verifiable LLM inference over sensitive data
AIServe LLMs and other models in verifiable environments so users can confirm the exact models and runtime that handled their prompts and data.
Verifiable oracles & data feeds
FintechRun oracle and pricing services in verifiable enclaves to demonstrate the integrity of each price feed, signal, and the code that produces it.
Verifiable confidential AI for PHI
HealthcareProve that patient data never leaves a verified enclave, meeting HIPAA requirements with cryptographic evidence.
Verifiable model training pipelines
AIEnsure training runs execute approved code on approved data, with attestation evidence for audit and compliance.
Verifiable custody & signing operations
FintechShow regulators and customers that key management and transaction signing happen only in attested, source-verified environments.
Verifiable nodes
BlockchainExpose cryptographic proof that your full node binary matches the reviewed source and configuration.
Verifiable staking infrastructure
BlockchainGive delegators and protocols independent proof that staking infrastructure is not forked, modified, or tampered with.
One workflow for secure enclaves
Caution runs across AWS Nitro today, with Intel TDX, AMD SEV-SNP, and TPM 2.0 attestations coming in 2026.
How it works
Deploy in minutes
From source to a verifiable enclave in minutes. Watch this video for a full platform walkthrough.
1
Initialize
Run caution init to create a Procfile and other data required for the application.
$
caution init
Initializing the app...
2
Deploy
Push with git push caution main. Caution builds a reproducible
enclave image and provisions the TEE.
$
git push caution main
Building enclave image...
Deployed to enclave
3
Verify
Run caution verify to rebuild the image, compare hashes,
and confirm exactly what the enclave is running.
$
caution verify
Collecting source code...
Rebuilding image...
Comparing hashes...
Attestation verification PASSED
FAQs
Frequently asked questions
Caution is a verifiable compute platform that adds an extra layer of integrity guarantees on top of AWS Nitro Enclaves. It cryptographically links the code running inside an enclave back to the reviewed source code, build, and configuration that produced it.
No. Caution builds on top of AWS Nitro Enclaves, not instead of them. Nitro provides hardware-level isolation and attestation. Caution extends those guarantees by linking enclave measurements back to auditable source code and reproducible builds.
An AWS account, a containerized application, and an access code—you can request one here. The quick start guide walks through everything step by step.
Caution offers self-hosted, bring your own cloud, and fully managed deployment options. See the pricing page for full details and comparison.
Yes. Closed beta is available for teams deploying real workloads today, and you can deploy real code and use the full verifiable compute workflow in production.
Reach out to us for an access code, then register at dashboard.caution.co on desktop.
Get started
Deploy confidential compute in minutes. Prove exactly what is running in production, from source code to live enclave.