Introducing Cloudless AI

Cloudless AI brings local-first LLM routing, cloud fallback, and operational control to teams building private, cost-efficient AI products.

Today we are introducing Cloudless AI: infrastructure for teams that want the speed of modern LLMs without defaulting every request to expensive external APIs.

Cloudless AI routes requests to available local and on-prem GPUs first, then falls back to cloud providers only when necessary. The result is a more controlled, cost-aware, and resilient way to run inference in production.

What Cloudless AI does

Cloudless AI gives you an OpenAI-compatible endpoint backed by a routing layer that understands local capacity, model availability, and fallback policies.

Your applications keep the SDKs and integration patterns they already use, while Cloudless AI handles where each request should run.

Why teams choose Cloudless AI

1. Cut inference cost with local-first routing

Many requests can run on existing endpoint or on-prem GPUs. Cloudless AI prioritizes those resources first so cloud token spend is reserved for overflow and specialized workloads.

2. Improve privacy and governance posture

By default, sensitive prompts and completions can stay inside your managed environment whenever local execution is available. That helps reduce unnecessary external data movement.

3. Stay online with automatic cloud fallback

When local capacity is constrained, Cloudless AI routes to configured cloud providers automatically so your applications continue serving users.

4. Integrate quickly with OpenAI-compatible APIs

Most teams switch by changing endpoint configuration rather than rewriting application code.

5. Operate with visibility and control

From node health and model lifecycle to routing behavior, Cloudless AI makes it clear what is running where and why.

Who this is for

Cloudless AI is built for engineering teams that need production-grade AI features while managing cost, data boundaries, and reliability across mixed local and cloud infrastructure.

If you are building with LLMs and want private, local-first inference without sacrificing fallback coverage, start with the docs at cloudless-ai.app/docs.

Join the waitlist

Ready to bring local-first AI routing to your stack?
Join the Cloudless AI private beta waitlist.