One line of SQL, and the shape of your data shifts. It’s small, but it ripples through queries, pipelines, and APIs. Done right, it improves clarity, performance, and maintainability. Done wrong, it causes downtime, broken reports, and silent failures.
The first step is precision. Define exactly what the new