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Coface implements a new company rating systemWith SAS®, Coface provides evaluation indicators for credit insurance, company information and debt managementRecently, Coface has reinforced its product line with the @rating score, a unique evaluation tool developed with SAS technologies. The @rating score is an external credit-risk rating that evaluates worldwide insurable trade debt and grades companies in compliance with Basel II reform.
From local scoring to a worldwide rating system
After completing this project, Coface pressed forward and turned to SAS to evaluate all French companies. Nicolas Lemettre, director of Coface's Rating Division, describes the project's progress: "Having already developed an expert system for integrating scores generated by outside agencies, we wanted to internalize the rating activities and production processes. For greater efficiency, we also needed to classify this population of companies into multiple segments. We chose SAS solutions so that we could produce our models more quickly and monitor their performance," continues Lemettre. Coface began the project in 2000 by preparing a reliable statistical base, followed by a study phase to evaluate the system. Two years later, the company implemented a complete SAS architecture to support the international @rating system. "Our system's strength lies in the interaction between the data study and data production services," says Lemettre. "This structure allows us to make very precise and rapidly updated predictions, which is vital for our customers. To calculate a valid score and make reliable predictions, for example, the age of the data must be considered. Therefore, it is important for us to be able to archive our data correctly." Today, the Coface information system manages 44 million companies around the world via a shared online database. As the first insurable company rating system with worldwide coverage, it includes a commercial credit recommendation and the available @rating score, which is based on political factors, devaluation risks, debt levels and more. The result is a unique world-class scale for evaluating company credit risk.
Basel II: a strategic challenge for Coface
The @rating score has proven particularly useful for banks since it is a credit-risk measurement that meets Basel II requirements. This rating, which indicates the potential risk involved if a company were to default on its loans, can be used as an external rating or as input for an internal rating. "With the SAS solutions, we are two years early in responding to the national controller's requirement for implementing performance measurements that go back at least three years," says Lemettre. "With SAS, we are now capable of running simulations over several years that integrate every modification of the algorithm."
Impressive risk measurement
Using the score will also generate growth within a company's information division, since Coface is known as a reliable data supplier through its information subsidiaries and partners. Additionally, the rating can be compared between one country and another as an objective measure for evaluating intercompany credit. Many companies consult the Coface rating, for example, to confirm that a buyer is solvent.
Automating the process
To respond to demand better, Coface uses SAS solutions to automate its scoring process. "We quickly built data marts that can access SAS and then made our models," says Lemettre. "The SAS solutions allow us to develop, update and back-test scores on a country-by-country basis, as well as conduct multiple studies, such as the impact of economic cycles on ratings. SAS gives us the methods, and we use known statistical techniques such as sampling methods, data processing, modeling, and validation. In this way, we can more easily respond to the Basel reform's transparency requirement."
Confirmed results
"Overall, SAS helped us improve our productivity," says Lemettre. "The modeling phase was completed in just a few months instead of two years, so the technique we used was obviously the best. We are convinced of the value of a good partnership with SAS, and today, we are using its solutions to develop new activities like analytical marketing." Copyright © SAS Institute Inc. All Rights Reserved. |
Coface
Challenge:
Develop an international credit-risk measurement system that rates individual companies and meets Basel II requirements
Solution:
Built with SAS and contained in a shared online database, the Coface information system manages scores for 44 million companies around the world "We integrate a total of 7 million new pieces of information per year with SAS, requiring verification of the ratings for French companies. We update every company's rating at least once a year, automatically or with the aid of an expert." Read More:
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