• ✨ Automates machine learning pipelines, reducing engineering effort and eliminating boilerplate code.
• ✨ Supports any IDE, framework, or third-party service across multi-cloud, on-premises, or hybrid environments.
• ✨ Enables collaboration across data, ML, software, and DevOps teams through shared assets and metadata.
• ✨ Automatically logs experiments, lineage, and results to support reproducibility and monitoring.