> ## Documentation Index > Fetch the complete documentation index at: https://docs.quivly.ai/llms.txt > Use this file to discover all available pages before exploring further. # Connect Amazon Redshift for product usage > Bring Redshift usage data into customer profiles with previews, customer matching, and scheduled ingestion. [Back to What's new](https://docs.quivly.ai/changelog.md) [](https://docs.quivly.ai/updates/2026-10.md) v1.20.0 # Connect Amazon Redshift for product usage Bring Redshift usage data into customer profiles with previews, customer matching, and scheduled ingestion. Connect Amazon Redshift from **Data → Integrations**, test the connection, and configure product usage through table columns or custom SQL. Preview the results and customer matching before publishing the mapping for scheduled ingestion. Use a dedicated user with read access, TLS, and a Redshift endpoint Quivly can reach. Saving a connection alone does not publish a usage mapping. Follow the [Amazon Redshift guide](https://docs.quivly.ai/integrations/warehouses/redshift.md). This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.