Meet us at the Dearborn Inn, MI on Oct 13-14, 2021
For more information: or 609 216 6998

Jossey Bertollini Magna Seating Systems Engineering and Nandit Soparkar Ubiquiti, Inc. to present at the Vehicle Service & Warranty Lifecycle Roundtable

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


Jossey Bertollini, Lead Product Engineer – Magna Seating Systems Engineering

Nandit Soparkar, Business and Technical Development – Ubiquiti, Inc.