{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:closedloop-ai-q139800965-answer-8647a7936dfbf22fa4d3","key":"buyer_question:closedloop-ai-q139800965-answer-8647a7936dfbf22fa4d3","kind":"buyer_question","slug":"closedloop-ai-q139800965-answer-8647a7936dfbf22fa4d3","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/closedloop-ai-q139800965-answer-8647a7936dfbf22fa4d3","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/closedloop-ai-q139800965-answer-8647a7936dfbf22fa4d3.json","datePublished":"2026-10-18","dateModified":"2026-10-18","materialFingerprint":"fnv1a64:b237f9f29aff5e7d","membershipFingerprint":"fnv1a64:428dd07f5444b7da","relatedEntitySlugs":["closedloop-ai-q139800965"],"relatedSurfaceKeys":["buyer_question:closedloop-ai-q139800965-answer-2647c815824d9306af7e","buyer_question:closedloop-ai-q139800965-answer-41b8b2c704716fdf44a7","buyer_question:closedloop-ai-q139800965-answer-8e24cd3ba0d457125c3f","buyer_question:closedloop-ai-q139800965-answer-978854461b28506abad4","buyer_question:closedloop-ai-q139800965-answer-a50e5c16b3cf83403b2d","buyer_question:closedloop-ai-q139800965-answer-d460c0d988eccb8ac984","buyer_question:closedloop-ai-q139800965-answer-ded32eb3b21e7f319b71","buyer_question:closedloop-ai-q139800965-answer-fb0003f6e8baf402c679","evidence:closedloop-ai-q139800965"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"closedloop-ai-q139800965-content-9bff41f9562a6acc-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q139800965","sourceRevisionId":"Q139800965:content:293791ae55b05ce8","sourceContentHash":"fnv1a64:0952fcd6650c546c","recordRevisionId":"Q139800965:content:293791ae55b05ce8","recordContentHash":"fnv1a64:719a8a1be6be0fb6","sourceCanonicalUrl":"https://closedloop.sh/","sourceModifiedAt":"2026-10-18T22:45:19.469Z","observedOn":"2026-10-18","permission":{"basis":"public_information","evidenceUrl":"https://closedloop.sh/"},"attributionUrl":"https://closedloop.sh/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Do I need to set up taxonomies or tagging rules?","summary":"Cited source answers across 1 active corpus record.","question":"Do I need to set up taxonomies or tagging rules?","answers":[{"entitySlug":"closedloop-ai-q139800965","entityName":"ClosedLoop AI","answer":"“No. ClosedLoop AI processes every conversation automatically and structures insights without manual configuration. There are no tagging schemes, categorization rules, or ontologies to maintain. Connect a source and insights start flowing within minutes.”","sourceUrls":["https://closedloop.sh/"]}]}