Schneider Electric

Schneider Electric

Case details available under NDA

Insights from

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Schneider Electric

How a global industrial team cut complex fault diagnosis time by 80%

Scattered equipment data, manuals, logs, and operational knowledge became one governed diagnostic workflow for frontline engineering teams.

Industry

Industrial operations

Industry

Industrial operations

Company Size

Global enterprise

Company Size

Global enterprise

Founded

Deployment: production workflow

Founded

Deployment: production workflow

80%

Reduction in complex fault-diagnosis time

80%

Reduction in complex fault-diagnosis time

Seconds

To surface likely causes and guided fixes

Seconds

To surface likely causes and guided fixes

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Challenge

Complex building operations generated equipment data, manuals, system logs, and years of operational know-how across disconnected sources.

Complex building operations generated equipment data, manuals, system logs, and years of operational know-how across disconnected sources. Engineers could spend hours reconciling signals and searching documentation before identifying the likely fault. The organization needed faster diagnosis without allowing an ungoverned agent to improvise maintenance decisions or act outside established operating procedures.

Solution

BasilAOS connected the relevant equipment information, technical documents, logs, and operating knowledge through Library and governed retrieval.

BasilAOS connected the relevant equipment information, technical documents, logs, and operating knowledge through Library and governed retrieval. A Studio workflow encoded the diagnostic sequence, evidence requirements, and escalation points. Engineers asked questions in natural language through Workbench, received the likely fault with source-backed guidance, and remained responsible for reviewing the recommended fix before any downstream action.

Results

Fault localization reduced from hours to seconds in the validated workflow. Complex fault-diagnosis time reduced by 80%.

Fault localization reduced from hours to seconds in the validated workflow.

Complex fault-diagnosis time reduced by 80%.

Source evidence and guided remediation appeared in the same employee workspace.

Governed retrieval reduced manual reconciliation across fragmented sources.

Human review remained explicit before corrective action.

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Move enterprise AI from pilots into production.

Move enterprise AI from pilots into production.

Move enterprise AI from pilots into production.