{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:ionworks-q132396336-answer-e6aa19994c877585bd6b","key":"buyer_question:ionworks-q132396336-answer-e6aa19994c877585bd6b","kind":"buyer_question","slug":"ionworks-q132396336-answer-e6aa19994c877585bd6b","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/ionworks-q132396336-answer-e6aa19994c877585bd6b","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/ionworks-q132396336-answer-e6aa19994c877585bd6b.json","datePublished":"2026-10-23","dateModified":"2026-10-23","materialFingerprint":"fnv1a64:794d1221cca4b47c","membershipFingerprint":"fnv1a64:22160dbd7202dcfd","relatedEntitySlugs":["ionworks-q132396336"],"relatedSurfaceKeys":["buyer_question:ionworks-q132396336-answer-02c249998be9ee1ea841","buyer_question:ionworks-q132396336-answer-03a39b006b898d41cb4f","buyer_question:ionworks-q132396336-answer-13fd301b76eb45d9c8e2","buyer_question:ionworks-q132396336-answer-2d3df845145005d25f36","buyer_question:ionworks-q132396336-answer-3c767393177a4e767aa7","buyer_question:ionworks-q132396336-answer-6479806cca150674dc52","buyer_question:ionworks-q132396336-answer-6b8a2adcbad2dfbb2e73","buyer_question:ionworks-q132396336-answer-895730a2c478f6981169","buyer_question:ionworks-q132396336-answer-9249b58ca0aea102cda5","buyer_question:ionworks-q132396336-answer-9caba7f98017274a9815","buyer_question:ionworks-q132396336-answer-9f091f94319e8bd96711","buyer_question:ionworks-q132396336-answer-9f6ff09668dc77dd6a5f","buyer_question:ionworks-q132396336-answer-a15db5a31c4efb394968","buyer_question:ionworks-q132396336-answer-cef56bda6bb45f526628","buyer_question:ionworks-q132396336-answer-d26a4a01db12862f0174","buyer_question:ionworks-q132396336-answer-da2ef69c52690a00bfba","buyer_question:ionworks-q132396336-answer-db2a81ce8008468d79a4","buyer_question:ionworks-q132396336-answer-dc1e225f123a163d0513","buyer_question:ionworks-q132396336-answer-df803743f2d65ec83088","buyer_question:ionworks-q132396336-answer-e982c2d69ff43a8f549d","buyer_question:ionworks-q132396336-answer-ea973dea3d591c7effd5","buyer_question:ionworks-q132396336-answer-f63c0475670ee4531ef7","buyer_question:ionworks-q132396336-answer-ffdc530868822832fadf","evidence:ionworks-q132396336"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"ionworks-q132396336-content-9a09d5813440ec90-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q132396336","sourceRevisionId":"Q132396336:content:f306c6d21cdf44da","sourceContentHash":"fnv1a64:8910797721d4de27","recordRevisionId":"Q132396336:content:f306c6d21cdf44da","recordContentHash":"fnv1a64:1cef76932e6bdde5","sourceCanonicalUrl":"https://www.ionworks.com/","sourceModifiedAt":"2026-10-23T11:34:09.942Z","observedOn":"2026-10-23","permission":{"basis":"public_information","evidenceUrl":"https://www.ionworks.com/"},"attributionUrl":"https://www.ionworks.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Is Ionworks only for simulation teams?","summary":"Cited source answers across 1 active corpus record.","question":"Is Ionworks only for simulation teams?","answers":[{"entitySlug":"ionworks-q132396336","entityName":"Ionworks","answer":"“No. Ionworks serves as the system of record for battery R&D data. Test engineers use Studio for structured upload and review. Analysts pull data through the Python SDK or REST API. Modelers connect lab data to parameterization and simulation workflows. The data management layer stands on its own.”","sourceUrls":["https://ionworks.com/solutions/measure"]}]}