{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:cubig-q141170778-answer-02ae7f9cba50e7f6a05b","key":"buyer_question:cubig-q141170778-answer-02ae7f9cba50e7f6a05b","kind":"buyer_question","slug":"cubig-q141170778-answer-02ae7f9cba50e7f6a05b","canonicalUrl":"https://readyscan.ai/corpus/buyer-question/cubig-q141170778-answer-02ae7f9cba50e7f6a05b","machineUrl":"https://readyscan.ai/discovery/corpus/buyer-question/cubig-q141170778-answer-02ae7f9cba50e7f6a05b.json","datePublished":"2026-10-20","dateModified":"2026-10-20","materialFingerprint":"fnv1a64:f8e4659a37d58ef4","membershipFingerprint":"fnv1a64:a4ec4451af302e7f","relatedEntitySlugs":["cubig-q141170778"],"relatedSurfaceKeys":["buyer_question:cubig-q141170778-answer-27edd8a01000497a1da5","buyer_question:cubig-q141170778-answer-dc19503ab7f689ecf8a5","evidence:cubig-q141170778","relationship:cubig-q141170778-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"cubig-q141170778-content-e845302f80c7e3c3-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q141170778","sourceRevisionId":"Q141170778:content:d226c2096d87f3c7","sourceContentHash":"fnv1a64:f853d81a72e5b9d1","recordRevisionId":"Q141170778:content:d226c2096d87f3c7","recordContentHash":"fnv1a64:f7b36badb766fe72","sourceCanonicalUrl":"https://cubig.ai/","sourceModifiedAt":"2026-10-20T17:21:23.867Z","observedOn":"2026-10-20","permission":{"basis":"public_information","evidenceUrl":"https://cubig.ai/"},"attributionUrl":"https://cubig.ai/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Can we run RAG or agents on documents that contain sensitive fields?","summary":"Cited source answers across 1 active corpus record.","question":"Can we run RAG or agents on documents that contain sensitive fields?","answers":[{"entitySlug":"cubig-q141170778","entityName":"CUBIG","answer":"“Yes. LLM Capsule substitutes the sensitive elements in your RAG sources and agent context while keeping the structure that retrieval and reasoning depend on. So RAG and agent workflows run on operational data you could not send to an external model before.”","sourceUrls":["https://cubig.ai/llmcapsule/"]}]}