Valohai

Valohai is an MLOps platform for teams building AI products that mix LLMs with their own specialized models. It runs pipelines on your own cloud or on-premise hardware and records lineage from data to deployment, which suits regulated and research-heavy industries.

For LLM work it offers model comparison, context pipelines, regression testing and cost analysis against your own data. For classic ML it handles dataset management, experiments, pipelines and compute scaling, with automatic versioning and one-click reproduction of past runs.

Jobs can be orchestrated across AWS, Azure, Oracle, OVHcloud and on-prem or hybrid setups, with dataset caching to keep GPUs busy. Subscriptions are per user, include unlimited projects and experiments and are bought through sales.