Roadmap¶

The running system ends at the lakehouse read path. Everything on this page is planned. None of it is pinned, and none of it is deployed.

flowchart TD
  lake[lakehouse]
  ml["ml_platform (planned)"]
  agent["analyst_agent (planned)"]
  lake -.-> ml
  agent -.-> ml

ml_platform¶

ml_platform would train and serve models on data the lakehouse already exposes. It is not a repository in this superproject, and it has no deployment.

analyst_agent¶

analyst_agent would be an autonomous analytics agent that consumes and feeds ml_platform. It is not a repository in this superproject, and it has no deployment.

What will not change when they arrive¶

The simulator will still post to the cluster. sim_customers_daily will still be the writer of the shared Iceberg warehouse. The lakehouse will still read that warehouse. A planned component does not become a writer of the snapshot by being listed here.