Monitoring of the ongoing credit assessment of business customers
Development of a dashboard for fully comprehensive monitoring of a credit rating service.
The creditworthiness check as an important quality gate for the customer portfolio is analysed automatically and updated daily
Various stakeholders have the possibility to quickly get an overview of the credit assessment
Improving the reliability of the credit rating service
Challenge
- The existing credit rating of an energy supplier is to be monitored and regularly adjusted
- Faulty credit rating decisions are expensive and need to be identified and rectified quickly.
- The credit assessment must be regularly adapted to the business strategy.
Solution
- Technical monitoring of the solution through integration in Azure Application Insights and email alerting in case of technical errors and failures
- Methodical monitoring of the model through a Power BI dashboard: anomalies in the model prediction are detected and displayed
- Economic monitoring through dynamic calculation of revenues and costs and proposal of optimal model parameters to improve economic efficiency incl. effects in a Power BI Dashboard
Result
- The model is monitored continuously. Necessary model adjustments can be quickly recognised and made.
Are you interested in your own use cases?
Challenge
An automotive company would like to visualise various market-specific data in order to create a Competitive analysis for the US market.
Solution
There will be a interactive and Flexible application, includingย of different maps with two different views implemented.
Result
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.