Valohai
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.
What Valohai is
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines. It tracks and versions experiments for reproducibility. Pipelines can cache steps, branch conditionally, pause for human approval, and run from schedules, webhooks, or new data. Datasets are versioned and cached across executions so reused files do not need repeated downloads. Workloads can autoscale across virtual machines, Kubernetes, Slurm, cloud infrastructure, or on-premises systems. Deployment options include managed cloud, private cloud, on premises, and air-gapped environments. Integrations include a Hugging Face template, Snowflake, BigQuery, Redshift, and Slurm cluster management. Every platform operation is available through an API. Valohai says it encrypts data in transit and at rest, does not store source code, and completed a SOC 2 Type II audit. Founded in 2016 in Turku, Finland, it offers technical support, training, onboarding, and a 14-day trial.
Good
- Tracks and versions experiments
- Caches pipeline steps and datasets
- Runs workloads across varied compute environments
- Provides API access for every platform operation
- Offers private and air-gapped deployment
Watch out
- Subscription price is not publicly listed
- No free plan is offered
Who it suits
Valohai suits ML teams building, testing, and deploying models while coordinating experiments, data, pipelines, and compute. It supports cloud, private, on-premises, and air-gapped deployment needs.
Verdict
Valohai combines experiment tracking, data versioning, pipeline control, and flexible compute deployment for machine-learning teams. Prospective customers must request a custom per-user monthly quote, though a 14-day trial is available.
Plans and prices
From Valohai's own pricing page, checked 1 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Valohai subscription | Priced on request | Unlimited projects · unlimited experiments · unlimited pipelines · unlimited deployments · compute costs not specified · Fixed fee per user per month; contact Sales for a custom quote. |
The facts
Each one read from Valohai's own pages, with the date it was checked.
What it does
- API
- Valohai says every platform operation is available through an API for custom integrations and workflows.checked 1 Oct 2026
- Compute
- The platform can autoscale compute and run workloads on virtual machines, Kubernetes, Slurm, cloud infrastructure, or on premises.checked 1 Oct 2026
- Data security
- Valohai says it encrypts sensitive data at rest and in transit and that source code is not stored by the service.checked 1 Oct 2026
- Dataset management
- Valohai versions datasets and caches them across executions so reused files do not need to be downloaded again.checked 1 Oct 2026
- Deployment options
- The pricing page says Valohai can be deployed as a managed cloud service, on premises, in a private cloud, or in air-gapped environments.checked 1 Oct 2026
- Experiment tracking
- The platform tracks and versions ML experiments to support reproducibility.checked 1 Oct 2026
- Integrations
- Its ecosystem lists a Hugging Face template and connectors for Snowflake, BigQuery, and Redshift, plus Slurm cluster management integration.checked 1 Oct 2026
- Intended users
- Valohai presents the platform for ML teams that need to build, test, and deploy models while managing compute, datasets, and pipelines.checked 1 Oct 2026
- Pipelines
- Pipelines support step caching, conditional branches, human approval gates, and triggers on schedules, webhooks, or new data.checked 1 Oct 2026
- Purpose
- Valohai describes itself as an MLOps platform for orchestrating machine learning workflows and managing compute, datasets, and pipelines.checked 1 Oct 2026
- SOC 2
- Valohai states that Valohai Oy completed a SOC 2 Type II audit.checked 1 Oct 2026
- Support
- Subscriptions include technical support from the Customer Engineering team, along with training and onboarding resources.checked 1 Oct 2026
The company
- Company history
- Valohai says it has helped data science teams since 2016.checked 1 Oct 2026
- Founded
- 2016checked 28 Sep 2026
- Headquarters
- Turku, Finlandchecked 28 Sep 2026
Money
- Price detail
- The site says pricing is a fixed per-user monthly fee but does not publish the amount and directs prospective customers to Sales for a quote.checked 1 Oct 2026
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