Private AI inference and confidential GPU computing infrastructure
Putting photons to work
Stage
Not given
Established
Founded
Not given
2018
Based in
US
US
Pricing model
Paid
Not given
Pricing
Confidential Inference: DeepSeek V4.1 Flash $0.30 input and $1.20 output per 1M tokens; Kimi K3 $3.00 input and $15.00 output per 1M tokens; GLM 5.3 $1.40 input and $4.40 output per 1M tokens; Qwen3.8 27B $0.30 input and $1.80 output per 1M tokens. Confidential VMs: B300 at $7.50 per GPU-hour, B200
Not given
Key features
OpenAI-compatible endpoint for private LLM inference
Hardware-encrypted VMs on Intel TDX, AMD SEV-SNP and NVIDIA GPUs
Client attestation verification before sending requests
Support for multiple open-weight models including DeepSeek, Kimi, GLM, Qwen
Confidential Kubernetes for data center scale deployments
Confidential training and fine-tuning on licensed stack
Root access over SSH to confidential VMs
Encrypted GPU communications with NVLink encryption on B200 and B300
Confidential agents runtime support
Prompt caching with cached input billing
Room temperature operation
Low power consumption
Quantum-enabled computing for optimization
Entangled photon generation
Photonic-inspired reservoir computing
Secure quantum communications
Thin-film lithium niobate fabrication
Electro-optic modulators
What makes it different
Prompts and model weights verified by clients with cryptographic attestation before any data is sent
Operator-blind inference: data remains unreadable to the company and hosting provider
Flexible deployment: choice of hosted cloud, rented VMs, or licensed stack on own infrastructure
Open-weight models only, no closed-source frontier models
Full cryptographic verification stack including open-source tools
Accessible and affordable quantum technology at room temperature
Practical solutions that harness quantum nature of light
Integrated quantum photonic solutions for real-world challenges
First-of-its-kind thin-film lithium niobate foundry in USA
Confidential AI
Quantum Computing Inc