UbiOps
Dutch platform for deploying, orchestrating and scaling AI models across local, hybrid and multi-cloud infrastructure
Quick Overview
| Company | Dutch Analytics B.V. (UbiOps) |
|---|---|
| Category | MLOps Platforms |
| Headquarters | The Hague, Netherlands |
| Founded | Not stated |
| EU Presence | Yes - Netherlands (EU) |
| Data Location | UbiOps Cloud with your compute attached, or installed in your own environment |
| Open Source | No |
| GDPR Compliant | Yes |
| Self-Hosting | Yes - UbiOps Private on public cloud, private cloud, on-premises, hybrid or multi-cloud |
| Main Features | Model serving, workload orchestration, API management, version control, scaling, monitoring, auditing, resource prioritisation, access management, on-demand GPUs |
| Pricing | UbiOps Cloud pay per use; UbiOps Private on request; no prices published |
| Best For | Organisations running AI across several clusters or on-premises |
| Replaces | SageMaker endpoints, Vertex AI, Databricks Model Serving |
Detailed Review
UbiOps concentrates on the deployment end of MLOps. You package a model or pipeline, UbiOps exposes it as an API and schedules it across the compute you connect, whether that is a local cluster, one cloud or several.
The company is registered with the Dutch Chamber of Commerce as Dutch Analytics B.V. (number 66849381), with its headquarters on Wilhelmina van Pruisenweg in The Hague and an Amsterdam office. Its General Terms cover SaaS, on-premises, training and support.
One interface across infrastructure
UbiOps states that it runs AI workloads locally, in a hybrid cloud or across multiple clouds from a single interface, with API management, version control, scaling, monitoring and auditing included.
It lists NVIDIA AI Enterprise among its technical integrations and offers on-demand GPUs.
Cloud or private install
UbiOps Cloud is hosted by UbiOps with pay-per-use on-demand compute, and you can connect your own cloud or on-premises environment. UbiOps Private is installed and managed in your private environment, including public cloud, private cloud, on-premises, hybrid and multi-cloud.
The Private plan adds a dedicated customer success manager and onboarding or training.
Public sector references
Customer stories include the National Cyber Security Centre of the Netherlands, an immunotherapy project and district heating optimisation with IoT data.
The site also offers a research and education programme.
Limitations to Consider
UbiOps is about serving and orchestration, so experiment tracking and dataset versioning need another tool such as DagsHub or ZenML. No prices are published, because cloud usage is pay per use and Private is quoted. The current General Terms were last modified on 16 October 2023, so check them before signing. It is a smaller vendor than the US cloud model-serving services.
Who Should Use UbiOps
Dutch and European organisations that must run AI models across hybrid or on-premises infrastructure without depending on a hyperscaler's own serving product.
Pros and Cons
Pros
- Hybrid, multi-cloud and on-premises operation
- Private edition installed in your environment
- Dutch company with published Chamber of Commerce number
- API management, monitoring and auditing included
- Pay-per-use cloud option
Cons
- No published prices
- Not an experiment tracking or data versioning tool
- General Terms last modified October 2023
- Smaller ecosystem than hyperscaler offerings
Alternatives to UbiOps
Other European mlops platforms worth comparing before you decide:
ZenML
Germany · Munich open source pipeline orchestration with artifact and model tracking
Valohai
Finland · Turku platform for versioned ML runs, pipelines and GPU scheduling
Hopsworks
Sweden · Stockholm feature store with model registry and serving, free tier
DagsHub
Israel · Experiment tracking, data versioning and annotation on one platform
See all European mlops platforms or compare them directly against SageMaker endpoints on our alternatives page.
Frequently Asked Questions
UbiOps Cloud is hosted by UbiOps with pay-per-use compute and optional connection of your own environment. UbiOps Private is installed and managed inside your own private environment.
Its focus is model serving, orchestration and training workloads, so teams usually add a tracking tool for experiment comparison.
Its privacy policy states it is registered at the Dutch Chamber of Commerce as Dutch Analytics B.V., with number 66849381.