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Using AIoT to Boost SMB Performance

KPMG, a distinguished global firm providing audit, tax, and advisory services, leverages AIoT (the artificial intelligence of things) technologies by combining developments in the Internet of Things (IoT) and artificial intelligence (AI) to help small and medium businesses improve equipment utilization rate, increase yield, build predictive maintenance, and migrate to the cloud, with the intent to enhance return on investment (ROI).

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“An increase by one percentage point in yield translates to an increase by one percentage point in profit margin. If the rework process on the rejects encounters more problems, there will be additional waste of material and labor.’’

Chi-Zhan Kao, Associate Director, KPMG

“Moxa’s reliable IIoT software and hardware products and services indeed play a critical role in helping our clients bring Industry 4.0 implementations to reality.”

Chi-Zhan Kao, Associate Director, KPMG

Summary

Challenges

  • Average production cycle increased from 30 days to 40 days
  • Decline in order arrival rate
  • Overall Equipment Effectiveness (OEE) is too low 

Solutions

  • IIoT controller to acquire OT data, upper and lower wheel current (4 to 20 ma AI) and ON/OFF (I/O)
  • Industrial Ethernet switch and wireless AP to ensure data reliability and transparency
  • AOPC UA Server for IT-OT data consolidation

Results

  • Using IoT to Improve OEE from 70% to 83%
  • Using AI + IoT to Increase Production Yield
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About KPMG

Industry
Audit, tax, and advisory services
Headquarters
Amstelveen, Netherlands
Employees
200,000
Website
www.kpmg.com

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