Pipeshift

Pipeshift is an inference platform for running open source, custom and fine tuned AI models in production. It provides managed inference clusters with optimized model runtimes and workload orchestration, aimed at real time agents that need low latency across clouds and regions. The platform is built around dedicated, single tenant deployments rather than shared API endpoints. Teams can define their own API service level targets, and the vendor describes autoscaling driven by those targets, scale to zero, fast cold starts and scheduling that raises GPU utilization. A model API and sandbox APIs let developers test models and prototype products, and an observability layer tracks model API metrics, costs and GPU and CPU usage. The vendor also offers forward deployed engineers who help build, optimize and scale customer models. The site cites deployment in more than ten regions. The product suits engineering teams that serve their own models and want control over latency, uptime and cost predictability instead of depending on a shared provider. Access starts with a conversation: the main call to action is to talk to an engineer. Pricing is not published. The site has no pricing page, and the vendor does not list plan prices or usage rates.