PRODUCT BRIEF / VERSION 4 · EDITION 7

Battery AI Analytics Workspace

Your battery evidence. One connected workspace.

Connect engineering, operations, quality, testing and field diagnostics. Build evidence-linked investigations with an AI Engineer and retain human review at every decision.

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Four workflows. Evidence behind each decision.

01 / NPI change control

Compare revisions and trace their impact on requirements, tests and production readiness.

Revision impact + controlled handover

02 / Quality root cause analysis

Connect evidence, generate fishbone diagrams and draft 8D reports for engineering review. Test candidate causes before approving corrective action.

Source-linked fishbone diagram + 8D report draft

03 / Testing and failure analysis

Compare test curves, investigate abnormal responses and plan follow-up tests under matched conditions.

Test comparison + failure-analysis record

04 / Field diagnostics

Connect symptoms, telemetry and asset history. Compare relevant peers and prepare the next diagnostic check.

Diagnostic evidence summary + next-check list

Connect evidence. Investigate. Validate.

Link test results, batch history, process changes and inspection records. The AI Engineer helps organize competing explanations and draft the investigation record. Engineers confirm the cause, approve corrective action and verify effectiveness.

Version 4 product brief: battery evidence workspace, fishbone analysis, 8D report and four use cases — Product overview and supported workflows

Version 4 product brief: engineering change, quality investigation, test comparison and field diagnostics — Use cases, evidence and reviewed outputs

Version 4 · Edition 7 · Two-page product brief. Product concepts and data are illustrative. Conclusions and corrective actions require engineering review.