Valohai

Valohai is an MLOps platform designed for machine learning developers and teams prioritizing scalability, collaboration, and experiment traceability. Its key features include multi-cloud orchestration, versioning, model monitoring, collaboration tools, and scalability for large-scale ML experiments. Valohai’s auto-deployment pipelines and compatibility with preferred ML frameworks streamline workflows, though its interface may lack some visual immediacy.

Compared to alternatives like Vertex AI or Databricks, Valohai excels in infrastructure flexibility and customer support but may require a learning curve for new users, particularly those without technical expertise. It is most beneficial for ML teams in tech-focused industries seeking robust deployment and management of ML pipelines. Pricing starts at $350/user/month (contact for custom solutions). Customer support is responsive, providing tailored solutions effectively, making it cost-efficient for its targeted audience.