Private Execution
Run AI Without Exposing Data
Execute AI models in browsers, mobile apps, servers, or TEEs. Process data locally with hardware acceleration, works offline, no API costs after download.
Execution Environments
Run AI models across any environment, from browsers to secure enclaves
Browser
Run AI models directly in web browsers with WebGPU acceleration. Works offline, no API costs.
Key Features
- •WebGPU acceleration (cross-browser since Fall 2025)
- •WebNN API support for NPU optimization
- •OPFS storage (3-4x faster than IndexedDB)
- •135M-8B parameter models
- •10-130+ tokens/sec performance
- •Chrome Built-in AI integration
Supported Frameworks
Mobile & Desktop
Native execution on mobile and desktop devices with hardware acceleration and background training.
Key Features
- •Native runtimes (CoreML, NNAPI, DirectML)
- •Secure Enclave integration
- •Background training capabilities
- •On-device personalization
- •Offline operation
- •Energy-efficient execution
Supported Frameworks
Server & TEE
High-security execution in Trusted Execution Environments with hardware attestation.
Key Features
- •Confidential VMs (AMD SEV-SNP, Intel TDX, SGX)
- •Multi-layer security architecture
- •Remote attestation
- •Defense-in-depth protection
- •Enterprise-grade security
- •Cryptographic verification
Supported Frameworks
Why Private Execution Matters
Data Privacy
Data never leaves the device. All processing happens locally, eliminating privacy risks.
No API Costs
One-time model download, unlimited inference. No per-request charges or vendor dependencies.
Offline Capability
Models work without internet connection. Perfect for remote, secure, or bandwidth-constrained environments.
Low Latency
Local execution eliminates network roundtrips. Sub-30ms inference achievable with optimization.
Compliance Ready
Meet GDPR, HIPAA, and other regulations through private local execution with no data transmission.
User Control
Users own their data and models. No centralized servers, no surveillance, complete sovereignty.
Start Building with Private Execution
Deploy AI models that respect user privacy and work anywhere