{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:deduce-data-solutions-q141205126-answer-db8759a06fb34fe7262b","key":"buyer_question:deduce-data-solutions-q141205126-answer-db8759a06fb34fe7262b","kind":"buyer_question","slug":"deduce-data-solutions-q141205126-answer-db8759a06fb34fe7262b","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/deduce-data-solutions-q141205126-answer-db8759a06fb34fe7262b","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/deduce-data-solutions-q141205126-answer-db8759a06fb34fe7262b.json","datePublished":"2026-10-23","dateModified":"2026-10-23","materialFingerprint":"fnv1a64:0c3f217705f946c5","membershipFingerprint":"fnv1a64:e0df50a89aa37129","relatedEntitySlugs":["deduce-data-solutions-q141205126"],"relatedSurfaceKeys":["buyer_question:deduce-data-solutions-q141205126-answer-5377f13e5377bda4f78c","buyer_question:deduce-data-solutions-q141205126-answer-61dd2d04bdd1f5600b0d","buyer_question:deduce-data-solutions-q141205126-answer-6a11671ed5620ba83e7d","buyer_question:deduce-data-solutions-q141205126-answer-7307eb5933a0e95c7161","buyer_question:deduce-data-solutions-q141205126-answer-ba16509f47eb684e41d2","buyer_question:deduce-data-solutions-q141205126-answer-d2f33e15d3a1b7e10a14","buyer_question:deduce-data-solutions-q141205126-answer-e1664d11c6de616db784","buyer_question:deduce-data-solutions-q141205126-answer-f830f01cfd70962bd1e4","buyer_question:deduce-data-solutions-q141205126-answer-fcdec64456059c4bd7b1","evidence:deduce-data-solutions-q141205126"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"deduce-data-solutions-q141205126-content-dd1195d98624f556-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q141205126","sourceRevisionId":"Q141205126:content:444efc7ab77f59ef","sourceContentHash":"fnv1a64:191d0b36667fd67b","recordRevisionId":"Q141205126:content:444efc7ab77f59ef","recordContentHash":"fnv1a64:eff04e02f77ec2ac","sourceCanonicalUrl":"https://deducedata.solutions/","sourceModifiedAt":"2026-10-23T22:33:45.481Z","observedOn":"2026-10-23","permission":{"basis":"public_information","evidenceUrl":"https://deducedata.solutions/"},"attributionUrl":"https://deducedata.solutions/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"What data do you need to start?","summary":"Cited source answers across 1 active corpus record.","question":"What data do you need to start?","answers":[{"entitySlug":"deduce-data-solutions-q141205126","entityName":"Deduce Data Solutions","answer":"“What already exists: SCADA history, CMMS records, ERP or MES orders. No new sensors are installed to get started. You can also start with little history, because the model relies on the process balances and not only on recorded examples.”","sourceUrls":["https://deducedata.solutions/en/home/"]}]}