In today's dynamic financial landscape, effectively managing risk challenges has become paramount for financial institutions. At DynaFin, we comprehend the unique hurdles faced by financial institutions and offer customized solutions to help you thrive in a risk-conscious environment.
Use cases
Develop internal models to measure Market Risk
DynaFin's Expertise in Financial Risk
USE CASE
Develop internal models to measure Market Risk
Context
A major international bank which provides investment, hedging and financial services on the global derivative markets needs to measure the counterparty credit risks for both regulatory capital computation and internal risk management purposes. To that end, the bank has chosen to not use the standardised approach but to develop its own internal models to better quantify the risks they face and better allocate economic capital.
The use of internal risk models is subject to an approval from the supervisor and requires regular re-assessments of their performance and efficiency through various back-testing exercises.
DynaFin's Strategic Intervention
DynaFin assists the bank to optimize its resources and processes by offering solutions and supports about the back-testing exercises on various exposure metrics such as: the potential future exposure (aka PFE), effective expected positive exposure (aka EEPE) and Initial Margin (aka SIMM or other models). Its experience on this subject brings a high added value, both in the change-the-bank and the run-the-bank.
Project management
DynaFin works actively with the bank in its innovation and transformation plans by monitoring closely the timelines, coordinating the efforts and ensuring the collaboration between different teams. Any issue or concern is discussed with the different stakeholders of the project and escalate to management committee if needed.
Definition of the business requirements
By collaborating with the various stakeholders inside the bank (namely teams model designer, quantitative experts, IT developers), Dynafin defines the business logics, specifies the requirements and documents processes to perform an efficient back-testing on counterparty exposure metrics.
Testing and validation
Dynafin ensures the good implementation of the new requirements and validate the data integrity as well as the outcome results.
Monitoring of data quality
Dynafin proposes solutions to monitor the data quality of the systems through prototypes that will be implemented in the IT systems.
Reporting production and in-depth analysis
Thanks to its expertise in counterparty credit risk and internal processes, Dynafin takes responsibility for the regular back-testing reports’ production. The back-testing outcomes are analysed to conclude on the model performance. Thanks to a good understanding of market effects and risk factors, new axes of analysis are provided to give even more added values to these reports.
Outcome
Thanks to DynaFin's intervention, the bank is able to perform efficient back-testing exercises on counterparty credit risk. Indeed, new data quality controls enable to have good and accurate data at each step of the dataflow. New models on various activities are now back-tested thanks to new processes put in place. The reporting and analyses are continuously improved to better understand the performance of the models in the market world which evolutes constantly.