{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:keboola-q123597745-answer-48533cc6570d223f5b0b","key":"buyer_question:keboola-q123597745-answer-48533cc6570d223f5b0b","kind":"buyer_question","slug":"keboola-q123597745-answer-48533cc6570d223f5b0b","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/keboola-q123597745-answer-48533cc6570d223f5b0b","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/keboola-q123597745-answer-48533cc6570d223f5b0b.json","datePublished":"2026-10-26","dateModified":"2026-10-26","materialFingerprint":"fnv1a64:efbd02f0f8e3b7dc","membershipFingerprint":"fnv1a64:4eb365109ba85438","relatedEntitySlugs":["keboola-q123597745"],"relatedSurfaceKeys":["buyer_question:keboola-q123597745-answer-050ef72b024692620d2e","buyer_question:keboola-q123597745-answer-2b377b958fcf47f9be1e","buyer_question:keboola-q123597745-answer-4086f083032b240c28ab","buyer_question:keboola-q123597745-answer-64b526b630bd92a69f38","buyer_question:keboola-q123597745-answer-784d658b191ee27062ff","buyer_question:keboola-q123597745-answer-ad4a30aedaeaa4f0c951","buyer_question:keboola-q123597745-answer-bcddb198cc65477c9043","buyer_question:keboola-q123597745-answer-cab976fbda76c329c72b","buyer_question:keboola-q123597745-answer-e80fa993c30550c686c7","evidence:keboola-q123597745","relationship:keboola-q123597745-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"keboola-q123597745-content-fb9b3dea8654c6d8-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q123597745","sourceRevisionId":"Q123597745:content:e295a6e31c2add4d","sourceContentHash":"fnv1a64:8f5c6cc9f414d840","recordRevisionId":"Q123597745:content:e295a6e31c2add4d","recordContentHash":"fnv1a64:eff9acc9edc3ba9b","sourceCanonicalUrl":"https://www.keboola.com/","sourceModifiedAt":"2026-10-26T15:48:16.283Z","observedOn":"2026-10-26","permission":{"basis":"public_information","evidenceUrl":"https://www.keboola.com/"},"attributionUrl":"https://www.keboola.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Can we trust AI answers on financial data?","summary":"Cited source answers across 1 active corpus record.","question":"Can we trust AI answers on financial data?","answers":[{"entitySlug":"keboola-q123597745","entityName":"Keboola","answer":"“AI answers should be reviewed against governed definitions and lineage. When an AI agent queries through Keboola's semantic layer, it uses your company's validated metric definitions, while the underlying financial numbers remain traceable to source journal entries.”","sourceUrls":["https://www.keboola.com/solutions/financial-intelligence"]}]}