{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:frontier-foundry-corporation-q141532396-answer-ea1d0c68625e4eb8b73a","key":"buyer_question:frontier-foundry-corporation-q141532396-answer-ea1d0c68625e4eb8b73a","kind":"buyer_question","slug":"frontier-foundry-corporation-q141532396-answer-ea1d0c68625e4eb8b73a","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/frontier-foundry-corporation-q141532396-answer-ea1d0c68625e4eb8b73a","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/frontier-foundry-corporation-q141532396-answer-ea1d0c68625e4eb8b73a.json","datePublished":"2026-10-24","dateModified":"2026-10-24","materialFingerprint":"fnv1a64:16bb784965e2fe42","membershipFingerprint":"fnv1a64:456b60092d618659","relatedEntitySlugs":["frontier-foundry-corporation-q141532396"],"relatedSurfaceKeys":["buyer_question:frontier-foundry-corporation-q141532396-answer-2284ec94640f2340c274","buyer_question:frontier-foundry-corporation-q141532396-answer-5fd818dba4205893e595","buyer_question:frontier-foundry-corporation-q141532396-answer-d98d176f72a49daa111d","evidence:frontier-foundry-corporation-q141532396"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"frontier-foundry-corporation-q141532396-content-85bf29f51b7a4dbe-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q141532396","sourceRevisionId":"Q141532396:content:f666cc7fb0f8b5d4","sourceContentHash":"fnv1a64:2987617b951b23ec","recordRevisionId":"Q141532396:content:f666cc7fb0f8b5d4","recordContentHash":"fnv1a64:e7c325f564ec7118","sourceCanonicalUrl":"https://www.frontierfoundry.com/","sourceModifiedAt":"2026-10-24T18:04:11.759Z","observedOn":"2026-10-24","permission":{"basis":"public_information","evidenceUrl":"https://www.frontierfoundry.com/"},"attributionUrl":"https://www.frontierfoundry.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"What is ensemble AI?","summary":"Cited source answers across 1 active corpus record.","question":"What is ensemble AI?","answers":[{"entitySlug":"frontier-foundry-corporation-q141532396","entityName":"Frontier Foundry Corporation","answer":"“An ensemble AI is a coordinated system of many specialized models — purpose-built for distinct analytical tasks rather than a single general-purpose model attempting all of them. Frontier Foundry's ensemble combines back-propagation neural networks, classical statistical models, and custom generative AI, each trained on a specific signal type, factor regime, or risk category.”","sourceUrls":["https://www.frontierfoundry.com/resources/faq/"]}]}