{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:collibra-q108073344-answer-b99533368e5e36a64d08","key":"buyer_question:collibra-q108073344-answer-b99533368e5e36a64d08","kind":"buyer_question","slug":"collibra-q108073344-answer-b99533368e5e36a64d08","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/collibra-q108073344-answer-b99533368e5e36a64d08","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/collibra-q108073344-answer-b99533368e5e36a64d08.json","datePublished":"2026-10-25","dateModified":"2026-10-25","materialFingerprint":"fnv1a64:97a7e3e4894a3224","membershipFingerprint":"fnv1a64:aedbe355a991009d","relatedEntitySlugs":["collibra-q108073344"],"relatedSurfaceKeys":["buyer_question:collibra-q108073344-answer-589c135e3c0714329c39","buyer_question:collibra-q108073344-answer-596d0294c7d373fb8e28","buyer_question:collibra-q108073344-answer-a0ba899e404d20dd42c7","buyer_question:collibra-q108073344-answer-a64deef005a8cf4893ce","buyer_question:collibra-q108073344-answer-b0793124957d756f0684","buyer_question:collibra-q108073344-answer-fdd3fcdea4fa0ec1d7af","evidence:collibra-q108073344"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"collibra-q108073344-content-f976ab8976604e64-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q108073344","sourceRevisionId":"Q108073344:content:cf1cf02eb7ee587b","sourceContentHash":"fnv1a64:47e39533d3ffd107","recordRevisionId":"Q108073344:content:cf1cf02eb7ee587b","recordContentHash":"fnv1a64:d9b6f3c72c98ab1e","sourceCanonicalUrl":"https://www.collibra.com/","sourceModifiedAt":"2026-10-25T13:39:11.818Z","observedOn":"2026-10-25","permission":{"basis":"public_information","evidenceUrl":"https://www.collibra.com/"},"attributionUrl":"https://www.collibra.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"How does Collibra improve data quality for AI?","summary":"Cited source answers across 1 active corpus record.","question":"How does Collibra improve data quality for AI?","answers":[{"entitySlug":"collibra-q108073344","entityName":"Collibra","answer":"“AI is only as reliable as the data that powers it. Collibra ensures AI initiatives begin with trusted, well-understood data by recommending high-quality, governed data products.”","sourceUrls":["https://www.collibra.com/products/ai-command-center"]}]}