A pipeline needs a clear operational owner and alerts when expected outputs are late. Which approach best fits?

1. Use representative automated tests for transformation and quality behavior.
2. Record versioned artifacts and run configuration with operational provenance.
3. Version and validate the data contract before rollout.
4. Define a freshness objective with owned alerts and a response procedure.