Cost saving through predictive maintenance

Cost saving through predictive maintenance

Enhance customer satisfaction and lowering cost by replacing parts, maintaining assets preemptively and optimizing maintenance schedules

The challenge

Large infrastructures require constant maintenance, this needs to be timely and effective. How do you replace only worn out parts and maintain what is still serviceable to extend useful life without constant manual inspection?

Weaviate as solution

Weaviate analyzes all your new and historical maintenance data to combine: failure rates, life expectancy, knock-on failures, maintenance schedules and routes, and help you get the most out of your parts, equipment and staff. Items discovered to regularly fail at similar time intervals can be replaced preemptively. Fully functioning items that are routinely replaced to reduce repeat visits are retained for future use. Maintenance routes of technicians are maximized so that customers in adjacent areas are served preemptively on the same day, avoiding extra journeys per customer. Failure rates of particular parts can also be tracked to see if alternative suppliers can provide better parts.

Tags
  • energy & utility

Related use cases

  • Cost saving through predictive maintenance

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    Enhance customer satisfaction and lowering cost by replacing parts, maintaining assets preemptively and optimizing maintenance schedules

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    Automatically provide an initial quote to a customer based on previous quote knowledge and experience

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    Enables wholesalers and retailers to find new customers based on current customers locations and delivery routes

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