Union.ai

You define your data or ML pipeline as workflows, hand them to Union.ai, and get back a managed run you can watch, scale and debug without setting up the infrastructure underneath.

Union.ai is a managed workflow orchestrator for building, managing and monitoring data and ML pipelines, made for developers and teams working with AI models and large language models.

The idea is that you stop thinking about servers.

Auto-scaling and smart caching are meant to speed up development, while scale-to-zero and real-time observability help you keep an eye on cost.

Data stays inside your own cloud, which matters if security and compliance rules limit where it can go.

Union.ai also works with your existing tools and clouds, so you are not locked in.

Expect a learning curve while you get to grips with the underlying concepts, and some initial setup and configuration to connect it to systems you already run.

Pricing is usage-based, so monthly costs can be hard to predict at first.