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AI Compute Orchestration

Run AI on the compute
your company already owns

Cloudless AI routes LLM inference to unused NPU / GPU nodes across your corporate network — falling back to the cloud only when needed. No SDK changes required.

Everything you need

Enterprise AI infrastructure, without the complexity

Deploy in minutes. Scale to hundreds of nodes. Keep sensitive data on-prem.

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Drop-in compatible

Point your existing OpenAI or Anthropic SDK at the Cloudless router. Zero code changes. Same API, same models.

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Auto node discovery

Worker nodes with idle NPU or GPU capacity register automatically via mDNS or a central registry. No manual config per machine.

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VRAM-aware scheduling

The router picks the least-loaded, most-capable node for each request. Requests are streamed back to the caller transparently.

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Seamless cloud fallback

When on-prem capacity is exhausted the router falls back to OpenAI, Anthropic, or any other configured cloud provider — automatically.

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Data sovereignty

Sensitive requests never leave your network unless you explicitly allow cloud fallback for a given model or tenant.

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Full observability

The web dashboard shows live node status, per-request routing decisions, token usage, and cost savings vs. pure cloud.