Project Description

Vehicle Service & Warranty Lifecycle Roundtable
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About the Speaker

Nandit Soparkar

Business and Technical Development
Ubiquiti

Biography coming soon.

About the Session

Using Data Analytics To Identify & Address No Trouble Found (NTF)

NTF issues continue to adversely affect warranty, quality and service efforts. When the trouble remains unidentified, there is little that can be done to rectify problems especially where individual components function and test out as designed. Nandit and Jossey will discuss:
• Benefits and limitations of data-driven techniques such as: ETL & data preparation, Data mining, AI-based machine-learning
• Suggestions for using more readily available electronic and sensor data
• Successful case studies where companies are already leveraging available data

Roundtable Topic:

New Approaches To Diagnosis System Improvements Beyond NTF

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