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Microsoft Fabric verdict · build
Incremental refresh policy that separates partition detection logic from update detection, allowing different timestamp columns for splitting vs. change tracking.
Built for Power BI/Fabric users managing large datasets with frequent updates who need efficient incremental refresh without full refreshes on every change..
The receipts — real demand
“I divided my 5 years of data to 60 monthly partitions and configured Power BI to get 60 months worth of data based on "CreatedAt" field but to detect data changes (in each partition) based on the "ModifiedAt" value. Unfortunately the nature of the data is that in the period of 24 hours there is an update of at least 1 record from each partition. So I'm effectively doing a full refresh this wa…”
6.9 / 10 · demand score
Pain 8
Willingness to pay 5
Specificity 8
Audience 8
Competition 6
Why this is a gap
Surfaced from a high-intensity complaint with clear willingness to pay and a specific, reachable audience.