• Use Case

    Predictive Maintenance

    Save maintenance and inspection costs and increase the lifespan of capital assets with AI-powered visual search.

Save costs, prevent downtime, and predict failures using AI-powered visual search and deep training.

35%

Reduction in downtime

25%

Reduction in maintenance costs

10x

ROI on initial investment

What is predictive maintenance?

Transform predictive maintenance using AI.

Predictive maintenance is designed to help determine the condition of equipment in order to estimate when maintenance should be performed. This approach promises cost savings, because tasks are performed only when warranted. According to data from McKinsey, predictive maintenance tools can reduce manufacturing machine downtime by 30 to 50% and increase machine life by 20 to 40%.

With AI-powered visual search and Clarifai’s deep learning algorithm monitor the performance and condition of equipment to reduce the likelihood of failures, lengthen inspection times, and increase the life of capital assets.

  • Equipment monitoring

    Manufacturers can implement safeguards that notify the right people when a piece of equipment needs to be inspected. Build AI models to anticipate the likelihood of a potential breakdown before it occurs. Identify which equipment is at greatest risk of failing, allowing maintenance teams to respond accordingly.

  • Maintenance scheduling

    Supply Chain Operators can build models to inform the team how long an asset, system, or component could be offline, allowing them to plan accordingly.

  • Asset planning

    OEMs can collect data from customers’ equipment and build models to provide their customers with insights and equipment-specific maintenance schedules.

     

  • Asset efficiency

    Public sector agencies can use computer vision and machine learning to monitor operations more efficiently, and better manage supply chain operations. See when new parts and overhauls will be required, keeping expensive assets, like helicopters, aircraft, and weapons systems in use longer. Address time-consuming FMECAs by running models that can predict patterns based on different asset environments.

Benefits

Capture AI-based risk predictions through continuous visibility into asset health and delay capital expenditures, physical inspections, and downtime.

  • Get early warning notifications ahead of potential problems.

    Stop machines from failing and avoid unplanned downtime.

    Reduce unscheduled repairs during off hours and in remote locations.

  • Get a better handle of asset replacement planning and delay CapEx.

    Lengthen time between physical inspections.

    Contribute to employee safety and business continuity.

Why Clarifai

Best-in-class deep learning platform and advanced visual search models to gain insights into asset health.

  • Pre-trained models

    Take advantage of pre-built models to get started. Explore our ready-to-use image recognition models to suit specific needs.

  • Deep learning AI lifecycle platform

    Grow into one platform that integrates search, training, and prediction capabilities for multiple use cases.

  • Easy and flexible MLOps

    Explore multiple deployment options via Cloud API integration, secure on-Premise service, or as embedded Edge SDKs.

  • Automated MLOps

    Speed product indexing and data labeling using AI automated annotation and generate deeper metadata and training data.

Enterprise companies turn to Clarifai’s Computer Vision and AI technology to increase efficiency and return an impact.

 

  • Fortune 50 Retailer

    Improving the customer experience with Snap and Search.

    Read their story
  • Home Goods Retailer

    Connecting customers to the products that match their style.

    Read their story
  • Medical Diagnostic Company

    Using AI on mobile devices for disease diagnosis.

    Read their story
  • Real Estate Marketplace

    Improving search results of user generated images.

    Read their story
  • AutosnapLive

    Providing enhanced automative images using computer vision modeling.

    Read their story
  • Ready to get started?

    Whether you're a start-up or a Fortune 500, we'd like to discuss a personalized plan that fits your business use cases.

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