Industrial & Manufacturing|Product Engineering|Enable Innovation

IFSIndustrial equipment maintenance

38% of repairs happened after failure. AI now correlates images and sensors to predict faults, saving one site £8.4M annually.

Nov 20, 2025|2 months ago

Key results

Annual Savings
£8.4M
Faster Resolution
25%

The company

Enterprise software for asset management, field service, and resource planning.

IndustryIndustrial & Manufacturing
LocationLinköping, Sweden
Employees5K-10K
Founded1983

Result highlights

  • Projected £8.4M annual savings for distillery
  • 25% faster fault resolution for field engineers

The story

A global software provider serves critical industries like aerospace and energy, where equipment failures can ground planes or shut down power grids.

Fragmented data in legacy systems forced technicians into reactive maintenance, with 38% of repairs at one client site occurring only after failure. Engineers in hazardous environments also struggled to access technical knowledge, as they could not type queries into standard interfaces while wearing safety gloves.

IFS integrated Claude's multimodal capabilities to analyze equipment images and correlate sensor readings for real-time fault diagnosis. The team used the Model Context Protocol to bridge disconnected infrastructure and the Agent SDK to automate workflows like parts ordering. This architecture allows field workers to identify issues visually and access documentation without manual data entry.

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