{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:amazon-web-services-q456157-answer-410aedf7b480c037e655","key":"buyer_question:amazon-web-services-q456157-answer-410aedf7b480c037e655","kind":"buyer_question","slug":"amazon-web-services-q456157-answer-410aedf7b480c037e655","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/amazon-web-services-q456157-answer-410aedf7b480c037e655","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/amazon-web-services-q456157-answer-410aedf7b480c037e655.json","datePublished":"2026-10-25","dateModified":"2026-10-25","materialFingerprint":"fnv1a64:f7082bb1257bc243","membershipFingerprint":"fnv1a64:51d773c81f3528ed","relatedEntitySlugs":["amazon-web-services-q456157"],"relatedSurfaceKeys":["buyer_question:amazon-web-services-q456157-answer-2c8400d19d02048899bf","buyer_question:amazon-web-services-q456157-answer-51b32e328c41a341ea73","buyer_question:amazon-web-services-q456157-answer-582f34e8c00eeca4c1a4","buyer_question:amazon-web-services-q456157-answer-ebb1ab4d4b0edbcb0129","buyer_question:amazon-web-services-q456157-answer-f0a68ec28c5c72545ff5","buyer_question:amazon-web-services-q456157-answer-ff6f2fbb1d4cc920b223","evidence:amazon-web-services-q456157"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"amazon-web-services-q456157-content-3163e87241e37636-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q456157","sourceRevisionId":"Q456157:content:bcb2a80439ca42ee","sourceContentHash":"fnv1a64:55dd7756d6fab340","recordRevisionId":"Q456157:content:bcb2a80439ca42ee","recordContentHash":"fnv1a64:b996e826cc35a075","sourceCanonicalUrl":"https://aws.amazon.com/","sourceModifiedAt":"2026-10-25T07:54:56.081Z","observedOn":"2026-10-25","permission":{"basis":"public_information","evidenceUrl":"https://aws.amazon.com/"},"attributionUrl":"https://aws.amazon.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Why do AI agents need an open data architecture?","summary":"Cited source answers across 1 active corpus record.","question":"Why do AI agents need an open data architecture?","answers":[{"entitySlug":"amazon-web-services-q456157","entityName":"Amazon Web Services","answer":"“AI agents need an open data architecture because they often work across multiple systems, tools, and services to complete tasks. Open architectures make data usable across environments without forcing proprietary formats or duplicate pipelines. This improves interoperability, supports cross-system agent workflows, and helps organizations connect operational data, analytics data, search indexes, and AI applications more efficiently.”","sourceUrls":["https://aws.amazon.com/data/"]}]}