Financial Strength Rankings using Artificial Intelligence
We work purely fact-based, using cutting-edge technology. Being completely independent and fully automated we avoid the slow, biased and expensive human-driven approach. We evaluate the companies with our industry-specific expert system. Using artificial intelligence, we determine the causal relationships between the most important economic variables. For this we use structural neural networks.
The entire economic context is graphically illustrated and easy to grasp, even for non-professionals. The colored graph shows the relative strengths and weaknesses with respect to the industry average. We make all rating results publicly available on realrate.ai free of charge, as well as the scientific methods we have developed and use. This ensures transparency and comparability.
The RealRate ranking is an evaluation of companies and not an investigation of individual products offered by these companies. We analyze the financial strength of companies, on the basis of their published annual reports. We have developed an objective and up-to-date method of analysis that takes into account the industry-specific features.
The key result is the economic equity ratio, i.e. the equity measured at fair value in relation to total assets. All German businesses that accept new customers are compared with each other in an overall industry ranking. Cross comparisons are possible due to the uniform methodology.
We examine the business as a whole and do not limit ourselves to a handful of key figures. For the key balance sheet figures, we look at how these ultimately affect the financial strength. In doing so, we take into account the overall interdependencies.
A key component is the revaluation of figures from the published balance sheet, as these figures may deviate from fair market prices. This enables us to recognize the long-term, sustainable financial strength of the company.
In addition to determining the economic capital ratio, our analysis consists of a ranking of the companies active in the market. The order arises from the financial strength determined, ensuring comparability of our results and enabling benchmark analyses. The individual company is assessed in comparison with its competitors. We only use publicly available, audited and current data, in particular from the annual report. We uniformly apply our expert system to these data.
Our expert system is regularly checked using the most modern methods from the field of artificial intelligence. We check both the overall quality of the model as well as the individual causal relationships.
For the ranking we use the current annual reports. The balance sheets and the profit and loss statements provide the following information:
The analysis focuses on economic capital, being the difference of market value of assets to market value of liability. High economic capital is a prerequisite for stable future returns. We take the data from the annual reports of the companies or other audited sources. We do not use any internal, company-specific information. This enables high quality and comparability exclusively on the basis of defined and externally audited data.