GCD's Mission is to help banks understand and model credit risks. The comprehensive data pools are collected over a decade and distributed back to members for their own research and modelling.

 

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GCD is a unique data consortium that owns banks internal data for both PD and LGD. GCD’s data pools support the key parameters of banks’ credit risk modelling: Probability of Default (PD), Loss Given Default (LGD), Exposure at Default (EAD).

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GCD’s library gives access to wide variety of publications on risk related topics. Global Credit Data members work together to analyse the data and discuss methodology issues. GCD has published numerous papers and is actively promoting academic research on the data collected.

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Members not only benefit from exclusive rights and access to credit databases and analytics, but also from knowledge and research facilitation possible via the unique industry association.

Through a variety of forums such as workshops, webinars and surveys, GCD is an active industry participant facilitating the discussion in key strategic areas.

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Global Credit Data collects raw data from its members and distributes it back to them for use in their own analysis and modelling. GCD supports its members by providing a flexible high-end tool on the data pool: the GCD Visual Analyzer. Member banks can create dynamic Reference Data Sets and generate instant views on the data.

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GCD Specialized Lending Survey 2024

by | Jul 26, 2024 | 2024, News

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Specialized Lending Survey

Understanding and managing risks effectively requires robust data. This is especially challenging for low default portfolios like Specialised Lending, meaning banks often lack sufficient internal defaults for modeling.  Also in the regulatory context, requirements for data availability are tough to meet. This often results in high Margins of Conservatism, making IRB models for SL less profitable. To address this, many banks are leveraging external data such as GCD’s data pools, with 50% of those in our survey adopting this approach.

Project finance, a key segment of SL, is particularly vital for the transition to green energy. 90% of survey participants highlighted renewable energy as a crucial segment for future growth.

Our survey provides a detailed overview of how 18 banks from 9 countries are preparing for the future of Specialised Lending. It covers regulatory actions, portfolio development, and strategic approaches. With these insights, banks can align their strategies more effectively and optimize models ensuring they remain competitive and contribute to a sustainable future.

Results are available to participant banks only.

Please contact Nina Brumma for further information and to participate in SL intiatives.