Redshift

Amazon's cloud data warehouse for fast, scalable analytics on structured and semi-structured data.

Amazon Redshift is a widely used cloud data warehouse for B2B SaaS companies storing product usage data, billing records, and customer behavioral signals at scale. The structured data in Redshift often represents the most granular and reliable view of how customers actually use your product.

Magnify connects directly to Redshift to query product usage telemetry, revenue data, and customer event data at the account level. This connection allows Magnify to build churn and expansion forecasts from your most detailed data source without requiring a separate data pipeline or ETL process.

The integration is designed to work with your existing Redshift schema, querying the tables and fields that map to customer activity in your product.