UbiOps

UbiOps is a software platform that lets AI teams deploy, run, manage and scale production-grade AI code on local, hybrid cloud or multi-cloud infrastructure. It aims to reduce engineering complexity and vendor lock-in while supporting regulatory compliance. The tool targets teams working with AI models who want to operate private AI workloads on their own terms.

UbiOps describes how it works as a control plane that abstracts multiple compute environments into one pool of resources. It supports deployment of models, pipelines, and services, with automatic scaling, API management, monitoring and governance to facilitate running AI workloads across environments.

UbiOps emphasizes modular AI pipelines and reusable components. Workflows (pipelines) are built from deployments, each with its own API, and objects in a workflow are isolated services that scale independently. The platform handles workload orchestration, capacity management and dynamic scaling across infrastructures.

UbiOps mentions plans, platforms and integrations including local, cloud and hybrid-cloud environments, and interoperability with Kubernetes, virtual machines and bare metal. It is vendor-agnostic and capable of integrating with various compute environments without forcing a single cloud provider.

Use cases

• Deploy, serve and orchestrate AI models on any infrastructure