Predictive Analytics


Businesses in the repair / service sector for automobiles or appliances have to operate in an unpredictable environment as:
  • They don’t know what kind of repair requests will come or how many will come?
  • They don’t know which parts they should stock up?

We have analyzed warranty data and predicted the types and number of failures. This has helped companies to stock up the right parts and have adequate personnel to perform services quickly.

It has also helped businesses to estimate their expenses for future quarters and deliver good financial results. We have done predictive analytics in other areas such as battery life estimation. With predictive analytics, we help customers go from reactive to proactive.

Case Studies

Reducing Sensors by Using Data Analytics

Reducing Sensors by Using Data Analytics In today’s automobiles, there are a number of sensors. This number varies from 15 to 50. Luxury models have many more sensors. It is projected that in the next few years, the number of sensors is likely to go up to 200....

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Data Analytics for Real-time Prediction of Battery Charge

Data Analytics for Real-time Prediction of Battery Charge Since the advent of electric and hybrid electric vehicles, it has become very important to know how much charge is left in the battery running the vehicle. This gives us an idea about how far will we be able to...

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