IBM Case Studies Leveraging AI to Upgrade Product Quality Management in Speed and Accuracy

Edit This Case Study Record

	Leveraging AI to Upgrade Product Quality Management in Speed and Accuracy IBM

Leveraging AI to Upgrade Product Quality Management in Speed and Accuracy

IBM

Technology Category	Analytics & Modeling - Computer Vision Software Analytics & Modeling - Machine Learning
Applicable Industries	Electronics
Applicable Functions	Discrete Manufacturing Quality Assurance
Use Cases	Computer Vision
Services	Software Design & Engineering Services
Challenge	To succeed in the fiercely competitive LCD manufacturing industry, CSOT must deliver high-quality products within a tight time frame, but time-consuming product inspections have hampered its agility. Quality inspectors had to inspect each LCD screen individually to check for flaws. This takes quite a bit of time. Read More
About Customer	Screen panel designer and manufacturer. Read More
Customer Name	CSOT Read More
Solution	To enable a smarter approach to quality control, CSOT introduced IBM Visual Insights, an AI-powered inspection solution that intelligently detects defects by comparing product images with a library of known defect images. Visual Insights can be easily integrated with existing inspection processes, allowing CSOT to get the solution up and running quickly. Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Computer Vision Software

Analytics & Modeling - Machine Learning

Applicable Industries

Electronics

Applicable Functions

Discrete Manufacturing

Quality Assurance

Use Cases

Computer Vision

Services

Software Design & Engineering Services

Challenge

To succeed in the fiercely competitive LCD manufacturing industry, CSOT must deliver high-quality products within a tight time frame, but time-consuming product inspections have hampered its agility. Quality inspectors had to inspect each LCD screen individually to check for flaws. This takes quite a bit of time.

About Customer

Screen panel designer and manufacturer.

Customer Name

CSOT

Solution

To enable a smarter approach to quality control, CSOT introduced IBM Visual Insights, an AI-powered inspection solution that intelligently detects defects by comparing product images with a library of known defect images. Visual Insights can be easily integrated with existing inspection processes, allowing CSOT to get the solution up and running quickly.

Impact #1	[Efficiency Improvement - Quality Assurance] Visual Insights can analyze product images in milliseconds, thousands of times faster than human operators. This helps CSOT identify defects quickly and confidently, thereby shortening inspection lead times.
Impact #2	[Product Improvement - Brand Image] By integrating AI technology and human expertise, CSOT promotes more accurate product inspection, which helps minimize the risk of potentially defective products leaving the production line, thereby improving overall product quality. This will reduce costs, increase manufacturing yields, and support the company in maintaining high-quality standards, thereby protecting the company's reputation for product excellence.

Impact #1

[Efficiency Improvement - Quality Assurance]

Visual Insights can analyze product images in milliseconds, thousands of times faster than human operators. This helps CSOT identify defects quickly and confidently, thereby shortening inspection lead times.

Impact #2

[Product Improvement - Brand Image]

By integrating AI technology and human expertise, CSOT promotes more accurate product inspection, which helps minimize the risk of potentially defective products leaving the production line, thereby improving overall product quality. This will reduce costs, increase manufacturing yields, and support the company in maintaining high-quality standards, thereby protecting the company's reputation for product excellence.

Download PDF Version

Overview

Leveraging AI to Upgrade Product Quality Management in Speed and Accuracy

Operational Impact