Defect Analysis System

Application scenario: Using big data technology and data mining algorithm model, it can quickly locate the bad root cause in massive data, activate the sleeping data at the same time, greatly shorten the time to solve the bad problems, and help the factories increase production and efficiency


Product function



– AI algorithm can quickly locate the root cause

– Equipment level and parameter level analysis

– Decision analysis

– High availability

Product features



– Reduce labor and time costs

– Precipitate knowledge and skills

– Sharing platform

– Promote comprehensive process improvement

Advantage effect




Simple and friendly BS design which fit users' habits





The powerful algorithm model integrates rich expert experience to mine the value of massive data to the greatest extent






Rapid positioning root cause equipment and convenient data analysis tools can save 80% of labor cost



Cases



 ※ Customer: An international leading pan-semiconductor enterprise


• Business challenges

1、Long time to find out root cause

2、Low utilization of production data

3、Lack of talents combining business with algorithms




• Solution






• Effect of solution

1、The efficiency of bad root cause localization is 90% higher than that of traditional method

2、10+ people learned big data algorithms to find out bad root causes

3、Integrate enterprise data and expert experience to promote comprehensive process improvement

4、Established the process system of positioning bad analysis




Advantage effect




Simple and friendly BS design which fit users' habits





The powerful algorithm model integrates rich expert experience to mine the value of massive data to the greatest extent






Rapid positioning root cause equipment and convenient data analysis tools can save 80% of labor cost



Cases



 ※ Customer: An international leading pan-semiconductor enterprise


• Business challenges

1、Long time to find out root cause

2、Low utilization of production data

3、Lack of talents combining business with algorithms




• Solution






• Effect of solution

1、The efficiency of bad root cause localization is 90% higher than that of traditional method

2、10+ people learned big data algorithms to find out bad root causes

3、Integrate enterprise data and expert experience to promote comprehensive process improvement

4、Established the process system of positioning bad analysis




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