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Reporting on Monitors scorecard evaluations (and the underlying Scorecard Evaluation dataset) currently anchors every metric to the conversation's own date fields — created_at, first_user_conversation_part_created_at, etc. — rather than to when the review itself was completed.
This makes it impossible to build an accurate "who completed reviews this week" report: if a reviewer evaluates a conversation today that was created last week, that evaluation is bucketed into last week's data in any time-filtered report, not today's. Confirmed this with Fin (referencing scorecard_evaluation.evaluated_count and a custom report built on it) — the dataset doesn't expose a review-submission timestamp usable as the date-filter anchor, unlike conversation_rating, which supports filtering on replied_at/created_at — the rating's own timestamp.
Request: add a review/evaluation-submitted-at date field to the Scorecard Evaluation dataset (and/or the Monitors reporting UI) that custom reports can filter and group by, independent of the conversation's created_at.
Use case: confirming that each reviewer has completed their weekly QA review quota without manually cross-referencing conversation creation dates with actual review completion dates.