Confidential AI
Confidential AI -native, simple, and proven.
No anonymization. No configuration overhead. GPU-accelerated inference and training with hardware-enforced privacy — natively integrated into every Modelyo deployment. Run LLMs, diffusion models, and custom ML at enterprise scale with cryptographic guarantees.
Request demoConfidential GPU Compute
NVIDIA H100 and A100 GPUs with Confidential Computing support. Model weights and activations are encrypted in VRAM.
Privacy-Preserving Inference
Input data never leaves the TEE during inference. Output only — your inputs remain cryptographically private.
Model Integrity Attestation
Every model artifact is signed and its hash recorded. Attestation proves the exact model version running at inference time.
Anti-Exfiltration Controls
Network egress from GPU pods is cryptographically controlled. No model weight exfiltration paths exist outside the attestation envelope.
Native vLLM & Triton Support
Full support for vLLM, Triton Inference Server, and NVIDIA NIM with sovereign wrappers and audit logging
Federated Training
Train across distributed datasets without centralizing sensitive data. Federated gradient aggregation with differential privacy.
The AI sovereignty problem- solved.
Enterprises in regulated industries cannot run AI on standard cloud infrastructure. Patient records, financial transactions, and national security data cannot pass through shared GPU memory.
Modelyo's AI Runtime creates an isolated execution environment where your data enters, inference occurs, and only the output leaves — all verifiable with cryptographic attestation before, during, and after each inference request.
Attest the runtime
Verify the GPU TEE, driver version, and model hash before any data is submitted.Submit encrypted input
Client-side encryption ensures data is decrypted only inside the attested TEE.Inference in isolation
Model runs with no network egress, no operator access, no side-channel.Receive attested output
Output includes a signed attestation proving which model produced it and from which inputs.GPU as a Service · Burst Compute
Confidential GPU bursting - inference & training on demand.
Scale GPU capacity instantly for inference spikes or training runs — fully encrypted, with the world's best open and proprietary models available natively. No data ever leaves the TEE.
Encrypted inference bursting
Spin up H100 / A100 clusters on demand for LLM serving or diffusion with zero trust violations.Confidential fine-tuning & training
Run LoRA, full fine-tuning, or pre-training on sensitive datasets with hardware-enforced privacy.World-class models — natively integrated
Access GPT-4o, Claude, Gemini, Llama 3, Mistral, and more through a sovereign API gateway that never exposes your data to the model provider.Ready to take sovereign control of yourinfrastructure?
Join enterprise organizations that trust Modelyo for their most sensitive workloads