{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:llamaindex-q125446413-answer-20bd6e9875406983bb79","key":"buyer_question:llamaindex-q125446413-answer-20bd6e9875406983bb79","kind":"buyer_question","slug":"llamaindex-q125446413-answer-20bd6e9875406983bb79","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/llamaindex-q125446413-answer-20bd6e9875406983bb79","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/llamaindex-q125446413-answer-20bd6e9875406983bb79.json","datePublished":"2026-10-25","dateModified":"2026-10-25","materialFingerprint":"fnv1a64:7b291d0b3ac618a7","membershipFingerprint":"fnv1a64:a807fe00e100a879","relatedEntitySlugs":["llamaindex-q125446413"],"relatedSurfaceKeys":["buyer_question:llamaindex-q125446413-answer-3257bc151411e3a60f90","buyer_question:llamaindex-q125446413-answer-3bf0771c5eb1a3f42e81","buyer_question:llamaindex-q125446413-answer-452ae357a8fb067f48a1","buyer_question:llamaindex-q125446413-answer-4f44b5c1f4259e47274f","buyer_question:llamaindex-q125446413-answer-59f7cabb5a3d447b07ba","buyer_question:llamaindex-q125446413-answer-5ae636dab576f88db8b5","buyer_question:llamaindex-q125446413-answer-60338ea442c89fe95998","buyer_question:llamaindex-q125446413-answer-723671706cf44e6f2bde","buyer_question:llamaindex-q125446413-answer-7364716103cf12325940","buyer_question:llamaindex-q125446413-answer-79cbe507c7a90d15d73a","buyer_question:llamaindex-q125446413-answer-878a2f8bda3740ceb522","buyer_question:llamaindex-q125446413-answer-87eab4b2300397983c65","buyer_question:llamaindex-q125446413-answer-87fd070901d2be5be429","buyer_question:llamaindex-q125446413-answer-98d877a3db70373e894d","buyer_question:llamaindex-q125446413-answer-a8210ee44539985e0a91","buyer_question:llamaindex-q125446413-answer-ae4ef2ce7c1314ab9133","buyer_question:llamaindex-q125446413-answer-c1dd97d02bb644cd77f8","buyer_question:llamaindex-q125446413-answer-c70a04c81e7d83025f0f","buyer_question:llamaindex-q125446413-answer-cafdac0f22989a58a7c3","buyer_question:llamaindex-q125446413-answer-e027e78bbe41f33ac6f7","buyer_question:llamaindex-q125446413-answer-fd11bfeae756256dfda2","evidence:llamaindex-q125446413","relationship:llamaindex-q125446413-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"llamaindex-q125446413-content-bdfdcefc8c3c6990-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q125446413","sourceRevisionId":"Q125446413:content:625dd0f446655925","sourceContentHash":"fnv1a64:b380c7115d10dd63","recordRevisionId":"Q125446413:content:625dd0f446655925","recordContentHash":"fnv1a64:e7a4a35800ea8c53","sourceCanonicalUrl":"https://www.llamaindex.ai/","sourceModifiedAt":"2026-10-25T18:33:09.849Z","observedOn":"2026-10-25","permission":{"basis":"public_information","evidenceUrl":"https://www.llamaindex.ai/"},"attributionUrl":"https://www.llamaindex.ai/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Will it still capture line items correctly if suppliers use different delivery note layouts or multiple columns?","summary":"Cited source answers across 1 active corpus record.","question":"Will it still capture line items correctly if suppliers use different delivery note layouts or multiple columns?","answers":[{"entitySlug":"llamaindex-q125446413","entityName":"LlamaIndex","answer":"“Yes—layout-aware parsing detects headers, ship-to sections, and item tables so fields don’t get mixed across columns. You can reliably extract SKU, quantity, UOM, and descriptions even when templates change or the scan includes stamps or handwritten notes.”","sourceUrls":["https://www.llamaindex.ai/services/delivery-note-ocr"]}]}