oneinfer.ai – Unified inference layer for multi-cloud GPU orchestration

Summary: oneinfer.ai provides a single API to access over 100 AI models across multiple GPU providers, automatically routing requests based on cost, latency, and availability. It supports autoscaling from zero to thousands of instances and allows switching providers without code changes.

What it does

It unifies multi-cloud GPU infrastructure by managing model inference requests with automatic routing and scaling. Users access diverse AI models through one API key while avoiding vendor lock-in.

Who it's for

Developers and organizations needing scalable, multi-cloud AI model inference without managing multiple GPU providers.

Why it matters

It simplifies multi-cloud GPU management, reduces operational overhead, and prevents vendor lock-in for AI inference workloads.