Most suitable Data Promotion orchestration for multi-tenant data lake in Databricks
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10-07-2025 07:36 AM
Hi there !!! I would like to find the most suitable orchestration process to promote data between medallion layers I need to solve the following key architectural decision for scaling my multi-tenant data lake in Databricks.
My setup:
- Independent medallion architecture per client (Landing → Bronze → Silver → Gold per client)
- Identical schema across all clients (same data model)
- Multiple tables per layer (each with specific transformations)
What would be the best approach in Databricks to orchestrate the data promotion between layers ?
- Independent pipelines per client for all tables
- Independent pipelines per client and table
- Independent pipelines per table for all clients
Thanks in advance.