- Backward compatibility means source system changes do not break existing reports or pipelines.
- New updates should still support old column names or formats.
- In my project, API introduced new fields but kept existing response structure.
- So Power BI dataset refreshed without any modification.
- If columns are renamed without compatibility, refresh failures occur.
- We used views in SQL to maintain old schema for reports.
- Staging layer mapped new fields to old business names.
- This avoided rework across multiple dashboards.
- Users continued seeing same metrics despite backend upgrade.
- So backward compatibility protects reporting continuity during system changes.
What is backward compatibility of data sources?
Updated on February 9, 2026
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