In 2025, AI‑assisted tooling will let a single operator prototype most department‑level data pipelines at low cost in 8–12 weeks, provided they enforce basic governance and testing. This does not replace enterprise systems. It unlocks the unapproved projects in your backlog and converts domain experts into credible builders.
