Omni vs Amazon Sagemaker:
a side-by-side comparison for 2026

Omni is a business intelligence platform that combines a shared semantic layer with SQL, spreadsheets, dashboards, and AI data exploration.

Amazon SageMaker helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning (ML) models quickly by bringing together a broad set of capabilities purpose-built for ML.