docs: adopt lazy analytics caching
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@@ -26,5 +26,5 @@ Keep normalized fact tables unpartitioned initially. Add targeted indexes from a
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- The normalized ERD remains semantically correct while dashboards read smaller, purpose-built projections.
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- Daily components support many calendar groupings without precomputing every possible period.
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- Explicit reporting-period definitions and metric provenance make future AI observations traceable.
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- Projection refresh, failure, stale-state visibility, and reconciliation tests become required operational behavior.
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- Lazy calculation, revision invalidation, concurrency deduplication, failure, and stale-state visibility tests become required behavior.
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- Schema/index/projection details remain subject to data profiling and approved metric/API requirements.
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