Landing Layer vs. Bronze Layer — When to Use Which?
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08-26-2026 11:15 AM
I’ve seen two common approaches in data architectures:
- Landing → Bronze: Raw files are first dumped into a landing layer, archived, and then loaded into Delta tables as Bronze.
- Raw files = Bronze: The raw file dump itself is treated as the Bronze layer.
Both have their pros and cons, but I haven’t found a clear rule for when to choose one over the other.
What factors should drive this decision? For example, replay/reprocessing needs, retention, governance, data volume, cost, or source-system characteristics.
Would love to hear how others make this decision in real-world data platforms.
Vaibhav