CadencePlus Solutions

Query optimization

Optimize an answer you have already validated. A faster wrong result is not an improvement.

Reduce unnecessary work

Read only needed columns and filter at the earliest stage that preserves meaning. Moving a condition across an outer join or aggregation can change the answer, so validate the rewrite.

Searchable predicates

A direct range on order_date can be easier to index than wrapping every date in a function. For January, use a start boundary and an exclusive February boundary.

Avoid repeated work

Pre-aggregate at the grain you need and reuse clear logic. Whether a CTE avoids physical repeated work depends on the engine and plan, not the fact that it has a name.

Compare with evidence

Measure runtime, reads and resource use on representative data. Keep a before-and-after result comparison. One run on six customers cannot establish a production performance benefit.