{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:pi-probaligence-q141489799-answer-15a9fd4e6ad493db3d0a","key":"buyer_question:pi-probaligence-q141489799-answer-15a9fd4e6ad493db3d0a","kind":"buyer_question","slug":"pi-probaligence-q141489799-answer-15a9fd4e6ad493db3d0a","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/pi-probaligence-q141489799-answer-15a9fd4e6ad493db3d0a","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/pi-probaligence-q141489799-answer-15a9fd4e6ad493db3d0a.json","datePublished":"2026-10-23","dateModified":"2026-10-23","materialFingerprint":"fnv1a64:9fbda4feac6f3a71","membershipFingerprint":"fnv1a64:14e292f757dc7203","relatedEntitySlugs":["pi-probaligence-q141489799"],"relatedSurfaceKeys":["buyer_question:pi-probaligence-q141489799-answer-18c1bb0879d97e621672","buyer_question:pi-probaligence-q141489799-answer-25cf6aba813aaaf06c52","buyer_question:pi-probaligence-q141489799-answer-6d8aef37794347201d0b","buyer_question:pi-probaligence-q141489799-answer-c4f5f2a891eb26bde7cc","buyer_question:pi-probaligence-q141489799-answer-db183067939f44122113","buyer_question:pi-probaligence-q141489799-answer-ee3ae111d51c139c3121","evidence:pi-probaligence-q141489799"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"pi-probaligence-q141489799-content-956635f07145a94c-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q141489799","sourceRevisionId":"Q141489799:content:e0e08b5333ef7fa4","sourceContentHash":"fnv1a64:4177e24414406f29","recordRevisionId":"Q141489799:content:e0e08b5333ef7fa4","recordContentHash":"fnv1a64:78f85cfee239da40","sourceCanonicalUrl":"https://probaligence.com/","sourceModifiedAt":"2026-10-23T23:14:02.235Z","observedOn":"2026-10-23","permission":{"basis":"public_information","evidenceUrl":"https://probaligence.com/"},"attributionUrl":"https://probaligence.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"What does PI Probaligence do?","summary":"Cited source answers across 1 active corpus record.","question":"What does PI Probaligence do?","answers":[{"entitySlug":"pi-probaligence-q141489799","entityName":"PI Probaligence","answer":"“PI Probaligence develops local, probabilistic AI for engineering and R&D. It uses your existing simulation, experimental, and process data to build fast surrogate models that predict results for new variants and quantify uncertainty. This shortens development cycles and supports more reliable decisions, without needing an in-house ML team.”","sourceUrls":["https://probaligence.com/"]}]}