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Building a barebones infrastructure layer for our use case would have taken months, and that would just have been the beginning. The challenge is that with a self-managed platform, you need to build and maintain every new feature, while with Valohai, they come included.
Here are a few highlights of why you’ll need Valohai.
Managed MLOps
Concentrate on Models, Code, and Data. The Valohai Platform allows you to easily run on the powerful cloud machines with a single click (UI) or a single command (CLI & API).
Automated ML pipelines
Train, Evaluate, Deploy, Repeat. Valohai’s streamlined machine learning pipeline ensures that steps integrate together, regardless of who wrote the code.
Deployment & monitoring
Deploy on Kubernetes – Without Knowing Kubernetes. With Valohai, you can either manually or in a pipeline deploy models for production use.