{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:numina-group-q47526981-answer-2faf8d2f2e08143a8c64","key":"buyer_question:numina-group-q47526981-answer-2faf8d2f2e08143a8c64","kind":"buyer_question","slug":"numina-group-q47526981-answer-2faf8d2f2e08143a8c64","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/numina-group-q47526981-answer-2faf8d2f2e08143a8c64","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/numina-group-q47526981-answer-2faf8d2f2e08143a8c64.json","datePublished":"2026-10-21","dateModified":"2026-10-21","materialFingerprint":"fnv1a64:62e5e8a17ab0103f","membershipFingerprint":"fnv1a64:7c46f5957e21ef3a","relatedEntitySlugs":["numina-group-q47526981"],"relatedSurfaceKeys":["buyer_question:numina-group-q47526981-answer-123aecadebd3daf63ea8","buyer_question:numina-group-q47526981-answer-507bb957e4ac41040224","buyer_question:numina-group-q47526981-answer-9dc4434828f96e160913","buyer_question:numina-group-q47526981-answer-a9ba4552f41a19d5d055","evidence:numina-group-q47526981"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"numina-group-q47526981-content-ed21b63b3db4c7eb-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q47526981","sourceRevisionId":"Q47526981:content:9f2417403166fb33","sourceContentHash":"fnv1a64:8d6b9a78bebe2908","recordRevisionId":"Q47526981:content:9f2417403166fb33","recordContentHash":"fnv1a64:9861ecc673cb761d","sourceCanonicalUrl":"https://numinagroup.com/","sourceModifiedAt":"2026-10-21T08:44:21.784Z","observedOn":"2026-10-21","permission":{"basis":"public_information","evidenceUrl":"https://numinagroup.com/"},"attributionUrl":"https://numinagroup.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"How do AMRs improve warehouse productivity?","summary":"Cited source answers across 1 active corpus record.","question":"How do AMRs improve warehouse productivity?","answers":[{"entitySlug":"numina-group-q47526981","entityName":"Numina Group","answer":"“AMRs reduce non-productive travel time by transporting inventory and orders while workers focus on picking. This increases lines picked per hour, shortens fulfillment cycles, and allows more orders to be completed with the same workforce.”","sourceUrls":["https://numinagroup.com/amr-solutions/"]}]}