Driving Innovation


Rubiscape's Impact in the

Quality Team

Solutions build with Rubiscape

Implement Rubiscape’s AI-enabled Solutions! Geared for the future!



No Downtime: Predict Perfect Maintenance

AI foresees future breakdowns, preventing downtime and optimizing equipment lifespan.

Goal

  • To predict the status of the water pump at any given time.
  • To forecast the status of the machine beforehand.

Technique

  • Statistical Analysis, SMOTE, Predictive Maintenance Analysis, Time Series Forecasting, Long short-term memory networks (LSTM), Visualization.

Impact

  • Breakdown of water pumps are very expensive and could be fatal ​.
  • Pumps can be stooped in advance to avoid breakdown. ​

Flawless Vision: AI Secures Optical Quality

Precision meets speed with AI-powered inspection, ensuring superior optics in every product.

Goal

  • To ensure manufacturing precision and reliability.
  • To quickly identify cracks, porosities, or surface imperfections on the cylinder head using computer vision.
  • To separate defective cylinder heads from those meeting quality standards based on computer vision results.

Technique

  • Image augmentation, Image classification, Object detection, Computer vision, Deep learning, Surface Defect Analysis.

Impact

  • Early defect identification and process optimization contribute to lower production costs.
  • Predictive maintenance based on data science models minimizes downtime and prevents unexpected failures.
  • Automation reduces manual effort, leading to quicker inspections and improved production efficiency.

Delight Purchase: Mastering Sales & Service

Exceed expectations, build loyalty, and fuel repeat business with exceptional after-sales support.

Goal

  • To represent the root cause of failures.
  • To determine the time for first failure of an equipment part and forecast number of future breakdown calls for that part.
  • To identify interdependency of part failures.

Technique

  • Statistical Analysis, Root cause Analysis, Reliability Analysis, Time Series Forecasting, Visualization.

Impact

  • Based on root causes of failure, location/manufacturer wise strategies can be planned to avoid early failure.
  • Reduction in number of breakdown calls and associated cost.
  • Early warning breakdown calls helps in taking preemptive measures.
  • Identified sequence of patterns for failure of parts, helps in preventive actions.

Flawless Vision: AI Secures Optical Quality

Precision meets speed with AI-powered inspection, ensuring superior optics in every product.

Goal

  • To ensure manufacturing precision and reliability.
  • To quickly identify cracks, porosities, or surface imperfections on the cylinder head using computer vision.
  • To separate defective cylinder heads from those meeting quality standards based on computer vision results.

Technique

  • Image augmentation, Image classification, Object detection, Computer vision, Deep learning, Surface Defect Analysis.

Impact

  • Early defect identification and process optimization contribute to lower production costs.
  • Predictive maintenance based on data science models minimizes downtime and prevents unexpected failures.
  • Automation reduces manual effort, leading to quicker inspections and improved production efficiency.
 

Do even more with Rubiscape

AI-driven organisations around the world use Rubiscape to solve their most pressing business problems.



quality

Drag, Drop, Discover:
Insights Made Simple.

Dive deep into your data, create stunning visuals, and gain actionable insights with ease.

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Build, Deploy, Manage:
Streamline AI Workflow.

Build robust, Scalable ML/DL models with ease , automated workflows & data empowerment.

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quality

Wrangle, Blend, Analyze:
Data Orchestration Refined.

Develop data fabric and flow designs with low-code, pro-code and self service platform.

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Manage, Evaluate, Automate:
Edge Analytics Seamless.

Handle data or device management with integrated ML models and M To M application.

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