Introduction
Cake includes connectors for Amazon Redshift data. Amazon Redshift serves as Cake’s core cloud-native, petabyte-scale analytics engine, enabling teams to run complex SQL queries quickly, reliably, and cost-effectively. Redshift allows teams to centralize data from various sources into a single, queryable platform that supports real-time dashboards, ad hoc analysis, machine learning pipelines, and business intelligence tools. It integrates tightly with the rest of the AWS ecosystem and is optimized for parallel execution and low-latency queries.
Redshift is used to:
Power operational dashboards and product analytics
Serve as the backbone for model evaluation and experiment tracking queries
Store long-term telemetry and TrustCall trace data for regulatory or safety analysisProvide structured data access for internal notebooks, pipelines, and agents
Feed downstream ML pipelines with historical aggregates or contextual features