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Live-tested 30 random rows before committing. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Will be the default vendor for us now.
Appreciate you flagging what worked, reviews like this are what keep the refresh cycle on schedule. Happy to fast-track a custom segment if you ever need one.
