Can lineage be fully automated?

Most structural dependencies can be automated, but dynamic SQL and undocumented report logic often need confidence scoring and analyst review.

Does a public demo need tenant access?

No. Public demos should use exported fixture data and never require live tenant credentials.

Closeaim Software Solutions

Data automation · 2026-01-16

Lineage automation helps BI teams understand what changes before a pipeline, table, or report update breaks downstream consumers.