{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:sift-q117358528-answer-383baccff6c91e9ad441","key":"buyer_question:sift-q117358528-answer-383baccff6c91e9ad441","kind":"buyer_question","slug":"sift-q117358528-answer-383baccff6c91e9ad441","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/sift-q117358528-answer-383baccff6c91e9ad441","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/sift-q117358528-answer-383baccff6c91e9ad441.json","datePublished":"2026-10-21","dateModified":"2026-10-21","materialFingerprint":"fnv1a64:254125e12e3ea404","membershipFingerprint":"fnv1a64:511fff242d958fdb","relatedEntitySlugs":["sift-q117358528"],"relatedSurfaceKeys":["buyer_question:sift-q117358528-answer-1c71b609c7195eede785","buyer_question:sift-q117358528-answer-21163dcdfd782b2bc923","buyer_question:sift-q117358528-answer-352b4bd2c153fb233cb4","buyer_question:sift-q117358528-answer-44610835c5af24499889","buyer_question:sift-q117358528-answer-68d4ccaf69b56cba5ad8","buyer_question:sift-q117358528-answer-7d17f5b692cbc49f8792","evidence:sift-q117358528","relationship:sift-q117358528-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"sift-q117358528-content-bad0c567c5e90884-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q117358528","sourceRevisionId":"Q117358528:content:fc8c5874b9f635bc","sourceContentHash":"fnv1a64:db77f3b08885df70","recordRevisionId":"Q117358528:content:fc8c5874b9f635bc","recordContentHash":"fnv1a64:2ff1f6ea780ededb","sourceCanonicalUrl":"https://sift.com/","sourceModifiedAt":"2026-10-21T03:32:36.209Z","observedOn":"2026-10-21","permission":{"basis":"public_information","evidenceUrl":"https://sift.com/"},"attributionUrl":"https://sift.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"How much internal effort does implementation require?","summary":"Cited source answers across 1 active corpus record.","question":"How much internal effort does implementation require?","answers":[{"entitySlug":"sift-q117358528","entityName":"Sift","answer":"“Implementation timelines vary based on integration scope, data readiness, and workflow complexity. Sift uses a structured process that includes kickoff, technical integration, data review, workflow design, and implementation tracking to help teams move efficiently, with expert services available for additional support when needed.”","sourceUrls":["https://sift.com/platform/"]}]}