Evolving Automotive Industry by leveraging Advanced Data Analytics

The automotive industry is continuously evolving as the integration of the latest technologies leads to new challenges and possibilities.? A huge amount of available data represents a big opportunity but also a big challenge that often leads to missed opportunities. Store, process and analyze these data represents a non-trivial process from two different perspectives: data perspective and domain perspective.??

One of the most challenging problems to face is to use vehicles data for root cause analysis: because these data are often extremely valuable but also very complex to be effectively used. The combination of Advanced Data Analytics and Domain Expertise plays a crucial role in investigating vehicle problems to analyze and anticipate failures, to enhance customer experience, reduce warranty costs and improve development efficiency.?

Our solutions?

In Dumarey Softronix, the Advanced Data Analytics team delivers comprehensive and fully customizable data analytics methodologies by exploiting these steps:??

• Advanced data synthesis, transformations and reduction to efficiently encode and summarize terabytes of vehicles’ data;??

• Domain-supported pattern recognition and data clustering to identify different spatio-temporal common behaviors that can be transformed into synthetic KPIs??

• Finally, serve and deploy interactive dashboard to guide and support data visualization and root cause analysis.??

Once a problem has been analyzed and potential root causes are detected, our AI-powered Knowledge Retrieval Engine Systems can easily recover previous and related information, documents and possibly previous solutions to handle or explain similar problems.? In this way, years of knowledge (often hidden as unstructured data inside company’s databases, reports or any other possible stored document) can be quickly retrieved and delivered to the engineer.??

Benefits?

• Cost effective: This advanced and novel investigation can lead to deep problem understanding and eventually deploy an immediate solution before it will dramatically spread out?

• Customer Experience: Moreover, Customers experience can be dramatically improved by the reduction of problem occurrences or the fast issues’ solution where already happened?

• Efficiency Improvement: Product Development Efficiency can be strongly improved, optimized and supported by the integration, into the company’s process, of these methodologies?

Advanced Data Analytics enlarges the company’s possibilities and a concrete and goal-oriented approach, developed within a company and their customers’ needs, can succeed by turning these challenges into effective solutions.

Dumarey Softronix is here to help you transform your data challenges into opportunities for innovation and success. Let us assist you in navigating the complexities of automotive data analytics and unlock the full potential of your vehicle data.

Contact us today to learn more about how our expertise can drive your company forward.

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