Stale Data Has No Smell — But Still Leaves A Bad Taste Modern data-centric applications have to operate quickly & it’s not always possible to perform an introspective look at the provenance, quality & timeliness of every piece of data being ingested… so, inevitably, stale data doesn’t always ‘smell bad’, but it still leaves a bad taste in the mouth.