Maintenance Guidance

Technicians use a generative-AI maintenance copilot to get equipment details, repair guidance, and captured plant knowledge during repairs.

Business impact

• Mean time to repair (MTTR) — The article reports MTTR moving from 18 minutes to 12 minutes.
• Technician competency time — The article says this deployment reports technician competency time as an outcome, but it does not give a figure.
• Spare-parts inventory — The article says this deployment reports spare-parts inventory as an outcome, but it does not give a figure.

Data requirements

• Equipment details (text) — The copilot uses equipment information to answer maintenance questions.
• Captured institutional knowledge (text) — The system surfaces stored plant know-how for repairs.

AI methods and techniques

• Generative AI — Used as a maintenance copilot that answers technicians’ questions with equipment details, repair guidance, and institutional knowledge.

AI models and model families

GenAI

Industries

Real-world evidence

1 documented case study on record.

Companies using this: Rockwell Automation.