Redshift stays the engine. Agents take the pipeline load.
Build and heal flows into Redshift, serve Agent Views on your datasets, and optionally bridge to Iceberg on S3 when you want open storage alongside.
Pipelines on Redshift.
From intent and existing SQL
Agents generate ingestion and transformation flows targeting Redshift, from intent and from your existing SQL and jobs.
Self-healing on your estate.
Upstream changes caught early
Upstream changes get caught and repaired by the agentic runtime before they corrupt your Redshift tables.
Iceberg alongside Redshift
For teams adopting Iceberg on S3 alongside Redshift, agents rebuild the affected pipelines Iceberg-native — AWS-first with Glue, EMR, and Athena — while carrying your logic forward.
Agent Views on Redshift data.
Documented, denormalized views
Documented, denormalized views served over MCP, so AI agents answer from your Redshift data instead of guessing at raw schemas.
Your account, your governance.
Scope your AWS account
Dagen connects to your AWS account with IAM roles, inside your VPC and under your governance. Pipelines run in your account and write to your Redshift warehouses.
Generate Redshift pipelines
Agents generate ingestion and transformation flows from intent and from your existing SQL, integrated with the scheduling and cataloging you already use on AWS.
Protect your warehouses
The agentic runtime detects upstream drift and repairs pipelines before bad data reaches Redshift.
Agent Views over MCP
Agent Views on Redshift data are served over MCP for Claude and any MCP-compatible agent — governed answers, not raw-schema guessing.
Dagen and Redshift, answered.
Does Dagen work with our existing Redshift SQL?+
Yes. Your existing SQL is an asset, not a liability. Agents read it, map its dependencies, and reuse the logic in everything they build.
Can we adopt Iceberg on S3 alongside Redshift without leaving AWS?+
Yes. Iceberg on S3 is usually additive, and Dagen builds pipelines for the mixed estate: open tables via Glue/EMR/Athena where you want them, Redshift where it shines.
Can AI agents query our Redshift data through Dagen?+
Yes. Dagen builds Agent Views on Redshift data and serves them over MCP for Claude and any MCP-compatible agent.
Does Dagen replace Redshift as our analytics warehouse?+
No. Redshift stays your analytics warehouse. Dagen builds and heals the pipelines around it — and Agent Views on top of it.
See it on your Redshift estate.
Thirty minutes. Your stack, your scenario. We build a pipeline in front of you.