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- keep the existing overview DTO surface while reducing duplicated projected statistics work under the hood - shrink dashboard AI summary inputs to top and non-empty slices so generated copy stays lighter without changing the response contract - add regression coverage for overview field compatibility and the reduced AI summary payload shape