{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:optimusflow-consulting-q140166492-answer-1cf27a1a387fb2df0271","key":"buyer_question:optimusflow-consulting-q140166492-answer-1cf27a1a387fb2df0271","kind":"buyer_question","slug":"optimusflow-consulting-q140166492-answer-1cf27a1a387fb2df0271","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/optimusflow-consulting-q140166492-answer-1cf27a1a387fb2df0271","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/optimusflow-consulting-q140166492-answer-1cf27a1a387fb2df0271.json","datePublished":"2026-10-23","dateModified":"2026-10-23","materialFingerprint":"fnv1a64:aacf71c90dff3291","membershipFingerprint":"fnv1a64:0df1570e9698c81e","relatedEntitySlugs":["optimusflow-consulting-q140166492"],"relatedSurfaceKeys":["buyer_question:optimusflow-consulting-q140166492-answer-0f155682c84250a6e5c0","buyer_question:optimusflow-consulting-q140166492-answer-30d4aedcdc4f0b063e7f","buyer_question:optimusflow-consulting-q140166492-answer-4ea7c82812cf161fdf2a","buyer_question:optimusflow-consulting-q140166492-answer-62bd0a42d31535c9bcdc","buyer_question:optimusflow-consulting-q140166492-answer-68ccf0f95d35ea1796d1","buyer_question:optimusflow-consulting-q140166492-answer-b623d82bdeba1ae46a60","buyer_question:optimusflow-consulting-q140166492-answer-bcf2fa7013d678c424eb","buyer_question:optimusflow-consulting-q140166492-answer-dd6e00920944e916ec4a","evidence:optimusflow-consulting-q140166492","relationship:optimusflow-consulting-q140166492-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"optimusflow-consulting-q140166492-content-1e2d33c9e85e9c08-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q140166492","sourceRevisionId":"Q140166492:content:177d5af0a4b577c5","sourceContentHash":"fnv1a64:196b5753b6cfa27e","recordRevisionId":"Q140166492:content:177d5af0a4b577c5","recordContentHash":"fnv1a64:6b4a645c4dfe56af","sourceCanonicalUrl":"https://optimusflow.consulting/","sourceModifiedAt":"2026-10-23T12:23:48.389Z","observedOn":"2026-10-23","permission":{"basis":"public_information","evidenceUrl":"https://optimusflow.consulting/"},"attributionUrl":"https://optimusflow.consulting/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"We've already had an AI project that didn't amount to anything—why should this one be any different?","summary":"Cited source answers across 1 active corpus record.","question":"We've already had an AI project that didn't amount to anything—why should this one be any different?","answers":[{"entitySlug":"optimusflow-consulting-q140166492","entityName":"OptimusFlow Consulting","answer":"“This is the most common starting point for our clients. Most failed AI projects don’t fail because of the technology, but because of the approach: tool first, process later.”","sourceUrls":["https://optimusflow.consulting/en"]}]}