Open tables are the foundation. Pipelines make them useful.
Iceberg unlocks engine freedom and schema evolution. Dagen builds, heals, and serves the pipelines around your tables.
Migrate and rebuild Iceberg-native.
Carry logic forward
Agents read your existing pipelines and rebuild them Iceberg-native, carrying your business logic forward.
Ingestion from day one
New pipelines write to Iceberg from day one, with schema evolution handled as a feature, not an incident.
Table maintenance under agents.
Compaction and optimization
Compaction, snapshot expiry, and optimization scheduled and monitored by the agentic runtime.
Agent-ready serving.
Views on open tables
Agent Views built on Iceberg tables, served over MCP, so AI agents consume your open data directly.
Your catalog, your compute, your governance.
Plug into your catalog
Dagen deploys into your environment and works with your Iceberg catalog — Glue, REST-based catalogs, or Hive Metastore — under the governance you already run.
Generate Iceberg pipelines
Agents generate ingestion and transformation pipelines that write to your Iceberg tables on your compute, preserving logic from the assets you already have.
Maintain the tables
The agentic runtime monitors pipelines and table health — compaction, snapshot expiry, and drift — so open tables stay trustworthy.
Agent Views on Iceberg
Documented Agent Views sit on your open tables and are served over MCP, so AI agents read governed Iceberg data directly.
Dagen and Apache Iceberg, answered.
Does Dagen work with any Iceberg catalog?+
Dagen works with the common catalog options, including AWS Glue, REST catalogs, and Hive Metastore. Bring your setup to a demo and we'll confirm fit.
Can Dagen maintain Iceberg tables we already have?+
Yes. Compaction, snapshot management, and optimization can be brought under agent management without rebuilding anything.
We use Snowflake and want Iceberg too. Conflict?+
No. Snowflake supports Iceberg tables, and many teams run both together. Dagen builds pipelines for exactly that pattern.
Is this the same as Iceberg migration?+
Related, but different focus. This page is about working with Iceberg day to day — pipelines, maintenance, and Agent Views. For a full pipeline migration program, see Iceberg migration.
See it on your Apache Iceberg estate.
Thirty minutes. Your stack, your scenario. We build a pipeline in front of you.