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  • quality control defects
    Our Success Story

Project Overview

The manufacturing process consisted of several raw material inputs and process parameters which could affect the quality of the output. The company had a well-defined method for checking the quality of the finished products and detecting defects. It also maintained records of defects and production parameters batch-wise.

About The Client

A Multinational automobile component manufacturing company.

Case Survey

  • Drive down manufacturing defect percentage.
  • Identify the root causes, and narrow down on biggest influencers

Our Solution

Root cause analysis identified significant contributors: - Production parameters, Process parameters, Quality attributes of raw materials

Analytics methods - Regression analysis techniques (logistic, stepwise, etc.) identified the most significant process parameters and raw material attributes contributing to the presence of defects.

Identify remedies and train users

Business Benefits Delivered

  • Identify and reduce the errors through Training

  • Defects reduced by 40 percent and Operational Saving get increased

Technology Stack

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