{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:confluent-inc-q94758727-answer-13027c2023fe8f84695b","key":"buyer_question:confluent-inc-q94758727-answer-13027c2023fe8f84695b","kind":"buyer_question","slug":"confluent-inc-q94758727-answer-13027c2023fe8f84695b","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/confluent-inc-q94758727-answer-13027c2023fe8f84695b","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/confluent-inc-q94758727-answer-13027c2023fe8f84695b.json","datePublished":"2026-10-27","dateModified":"2026-10-27","materialFingerprint":"fnv1a64:75619e7024c4f1e6","membershipFingerprint":"fnv1a64:9b995a82f92d7f83","relatedEntitySlugs":["confluent-inc-q94758727"],"relatedSurfaceKeys":["buyer_question:confluent-inc-q94758727-answer-0820304e27d57d490090","buyer_question:confluent-inc-q94758727-answer-3beee6d1bfdd1dad3da5","buyer_question:confluent-inc-q94758727-answer-449644286906e779dd7d","buyer_question:confluent-inc-q94758727-answer-792aa19e69a0bc2746dc","buyer_question:confluent-inc-q94758727-answer-99d54eccaf31ccc63485","buyer_question:confluent-inc-q94758727-answer-9afeb8cb120439e1dffd","buyer_question:confluent-inc-q94758727-answer-e338f0aef574a19abbf7","buyer_question:confluent-inc-q94758727-answer-fb934d417f28c356bdef","evidence:confluent-inc-q94758727"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"confluent-inc-q94758727-content-17e4ae487900b714-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q94758727","sourceRevisionId":"Q94758727:content:e064952a4ec67ca7","sourceContentHash":"fnv1a64:9b13d5c27fc212fd","recordRevisionId":"Q94758727:content:e064952a4ec67ca7","recordContentHash":"fnv1a64:7a8f5993b51fe99f","sourceCanonicalUrl":"https://www.confluent.io/","sourceModifiedAt":"2026-10-27T00:39:12.118Z","observedOn":"2026-10-27","permission":{"basis":"public_information","evidenceUrl":"https://www.confluent.io/"},"attributionUrl":"https://www.confluent.io/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"How do solutions like event-driven microservices, generative AI, or data pipelines work with Confluent?","summary":"Cited source answers across 1 active corpus record.","question":"How do solutions like event-driven microservices, generative AI, or data pipelines work with Confluent?","answers":[{"entitySlug":"confluent-inc-q94758727","entityName":"Confluent Inc.","answer":"“Event-Driven Microservices: Confluent acts as the asynchronous communication backbone. Instead of making direct, synchronous calls to each other (which creates tight coupling and brittleness), services produce events to Kafka topics (e.g., OrderCreated).”","sourceUrls":["https://www.confluent.io/solutions/"]}]}