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How Is Data Science Used In Manufacturing Companies?

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By Author: Gowitek
Total Articles: 29
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The Client is a leading Spare Part Manufacturing Company for Commercial Vehicles and Trucks, with a sizeable market share in the country. The Company earns a sizable sum of annual revenue amounting to $2 Billion but loses a fair share of its Revenue to claims made by Fraud claimants. In the past year, it faced losses totaling to $500 Million to pay out such fraudulent claimants.

Given this situation the Client is looking for a Big Data analytics solution that will pull data from the Datalog of the server to determine:

1. Which Product comes back with repeated complaints.

2. On which particular routes vehicles break down most number of times.

Business Solution

We developed a Big Data analytics platform using Golang, Python, and Hadoop to pull data from Teradata. The Platform can produce Historical Analytics based on Historical Data, and at the same time, it offers Predictive Analytics based on The Hadoop Data storage. The client has a Data volume turnover of 2PB annually.

This Data is in the form of Structured as well as Unstructured Data which is sourced from Sales, Marketing, Purchase, Claims paid/made, Dealers/Customer Information, GPS information and much more.

Our Analytics solution collects, stores and analyses data collected from this Terra Data by scheduling job to pull relevant data. The job scheduling lasts 15-18 hours.

Deciphering this massive amount of data and previous GPS information the platform can determine

1.Historical Data Analytics

2.Clients who have made false claims

3.Reasons for the breakdown of vehicles

4. Which product reported most complains

Predictive Analytics

1.Which spare part or product will report the most number of breakdowns

2.Which route will cause most breakdowns

More About the Author

Gowitek is a leading Golang Development Company that builds Tailored Software Solutions by leveraging Golang and Google Cloud. We induce growth acceleration of businesses through Digital Transformation. By combining our expertise in Technology and Industry we focus on an in-depth understanding of business challenges and then devising solutions that are Simple, Scalable, Superior, Secure and Speedily delivered. So if you have an idea we have a Solution that is backed by innovative and Disruptive Technology.

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