Design an End-to-End Data Pipeline

Scenario

You're starting work on a new data platform and want a clear plan for how data should move from source systems to downstream consumers. The goal is to define the main stages, the key design choices, and how you would handle reliability and data correctness.

Question

Describe your approach to designing an end-to-end data pipeline from ingestion to consumption.