Identification of warranty costs in the automotive industry

Identification of warranty costs and creation of transparency in the warranty area with regard to warranty indicators at different organisational levels.

Consolidated presentation of all assurance indicators across each organisational level


Identification of relevant problem areas


Reduction of future warranty costs


The QM department of a vehicle manufacturer wants to meet the forecast Warranty costs and -cases assess at different organisational levels to identify the main influencing factors.


Automated calculation of the existing warranty key figures.
Adaptation and optimisation of the high computation algorithm for forecasting the Warranty indicators.
Visualisation of the key figures in an interactive application that allows a quick and targeted identification of the decisive influencing factors.


The warranty indicators are clearly available in an application for each organisational and technical section level.
Prompt identification of relevant technical production deficiencies that could affect the Warranty costs and their correction.

Are you interested in your own use cases?


An automotive company would like to visualise various market-specific data in order to create a Competitive analysis for the US market.


There will be a interactive and Flexible application, including of different maps with two different views implemented.


Relevant markets are identifies, analyses and visualises. The dealer or the respective sales department have the possibility to compare the direct competition with their own product and to visualise the relevant data.

Our Case Studies

- Get even more detailed insights into our customer projects -

Smart cooking with Thermomix

Smart cooking with the Thermomix

Case Study AI at Munich Re

Data Operations at Munich Re


Data & AI Knowledge

Creating added value from data & AI together


Discover professional articles on Data & AI as well as the latest industry news.


Dive into our Best Practices and Industry Exchanges. Discover new dates and recordings of past webinars.


Learn more about the use of Data & AI in your industry with our white papers, case studies and research.