Our Approach to Integration Consulting
FINANCIAL PRODUCT STRESS TESTING & ECONOMIC CAPITAL EVALUATION
Executive Summary
An enterprise-scale risk platform for firm-wide
Financial Product Stress Testing &
Economic Capital Evaluation is an integrated end-to-end solution
designed to assist institutions with both regulatory and non-regulatory
firm-wide risk management, allowing consolidating all business lines.
Financial Product Stress Testing supports both supervisory and
individual stress testing, allowing the analysis of pre-defined stress tests
and the creation of ad-hoc scenarios applied to user defined (sub-)
portfolios.
|
Key
Features:-
·
An enterprise-scale risk
platform for managing, analyzing and reporting financial risk,
allowing consolidating all
business lines (e.g. capital markets, corporate banking,
commercial & residential mortgages, retail and private banking,
project financing, etc.). It allows combining and integrating
market- and credit risk analysis for the total firm-wide portfolio
and at the same time drilling into transaction level results.
·
Financial Product Stress Testing combines market, credit and
macro-economic stress testing, including consideration of
second-round effects; it allows analyzing
concentration risk to a single counterparty or groups of
counterparties, and analyzing correlation risk across market
and credit risk based on jointly stressing market, credit and
macro-economic risk factors; provides ability to feed stressed PDs,
LGDs, and EADs to Basel II Regulatory Capital engines to perform
Stress Capital Analysis.
·
Is extendable to other
risk categories such as liquidity risk and operational risk, and to
support a wide range of risk analyses.
·
The creation of user defined
sub-portfolios helps to quickly and effectively pre-sort your
portfolio into tranches that may affect future performance.
·
Accommodates open integration with third party pricing functions
ensuring unlimited
financial product coverage
and leveraging full pricing,
hence
shedding light on the impact of scenarios on
positions with respect to both their
linear and
nonlinear price
characteristics.
·
Highly
configurable,
for instance to accommodate user-defined models
such as user-defined risk factor models, stress testing models,
pricing models, yield curve models, and implied volatility models;
to implement proprietary economic capital models; to configure own
netting rules; to make your own choice on drill-down hierarchies; to
configure the various reporting templates or to add customized
reports.
·
Highly
scalable,
the ERMAS software can be used by a wide range of Financial
Institutions, from local organizations to large head offices of
multinational banks.
·
Incorporates a number of
project accelerators based on industry best practices for
fastest delivery. These accelerators include a performance optimized
data model, pre-defined scenarios, ready-to-go pricing routines
based on fully integrated pricing functions, a data dictionary, a
set of reporting templates, and pre-defined netting logic. |
|
Stress Testing is:- A generic term
for describing the various techniques used by financial institutions
to gauge their vulnerability to
exceptional but
plausible events.
Embedding stress testing
into your risk management framework is important to both complement
existing risk management tools and to assess capital adequacy within
the Basel II Internal Capital Adequacy Assessment Process
-
Identify possible events or future changes in economic conditions
that could have unfavorable effects on a bank’s risk exposure -
Evaluate the potential effects on the institution’s financial
condition of a specific event or movement in a set of financial
variables |
|
Pre-defined Scenarios
|
|
Ad-hoc Stress Testing
Creating
ad-hoc scenarios enables the user to model a certain situation
occurring ‘as-of-today’ and to analyze the referring stress impact
for the total portfolio, for user defined sub-portfolios, and at the
transaction level. The user can apply shocks to individual risk
factor(s) (one or multiple), individual risk factor curves (one or
multiple), entire risk factor categories (one or multiple) or any
combination of the previously mentioned, allowing for instance to
jointly stress market, credit and macroeconomic risk factors. |
|
|
|
|
|
Stress Capital |
|
Within
the Basel II regulatory framework for credit risk Pillar I
requirements include stress testing with regard to the risk
components PD, LGD, and EAD, and Pillar II requirements include
demonstration of capital adequacy based on the stress testing
results (ICAAP), requiring Macroeconomic Stress Testing among other
stress tests. In using the stressed parameters in the Pillar II
Capital Adequacy Assessment Framework, there appear to be two
options:
1.
Estimate
the mark-to-model (MTM) stress losses (i.e. stress impact) and
demonstrate that the stress MTM losses are less than the current
capital level.
2.
Calculate the stressed economic and regulatory capital requirements
using the stressed parameters and demonstrate that the stressed
capital requirements are less than the current capital level.
|
|
Economic Capital |
|
|
|
Portfolio Filters
The user
can apply pre-defined scenarios, ad-hoc scenarios, and economic
capital models to user defined (sub-) portfolios using simple or
advanced portfolio filters. The choice of portfolio filter criteria
is configurable, and can include counterparty, legal vehicle,
obligor/customer risk rating, and financial product type.
The creation of user
defined sub-portfolios
helps to quickly and effectively pre-sort the portfolio into
tranches that may affect future performance. |
|
Results and Aggregation Levels
Financial Product Stress Testing & Economic Capital Evaluation
provides Economic Capital,
Stress Capital,
Current Mark-to-Market,
Stress Mark-to-Market and
Stress Impact (difference
of Stress MtM and Current MtM). These results are available at
various levels of detail, ranging from transaction/position level,
to counterparty level including netting of results, to total
portfolio level with more aggregation levels in between. In
particular different drill down categories are available for
different portfolio types. The choice of aggregation levels/drill
down hierarchies is configurable according to user requirements. |
|
Financial Product Coverage & Portfolio Evaluation
Through open integration with
external functions (C,
C++), Financial Product
Stress Testing & Economic Capital Evaluation has no limitation
in financial product coverage offering full financial instrument
evaluation through pricing models. Full (re)pricing is applied for
evaluation of Current
Mark-to-Market, Stress
Mark-to-Market, and for the simulation-based estimation of
Economic Capital allowing
to analyze impact of scenarios on positions both with respect to
their linear and
nonlinear price characteristics. Third party pricing models can
include FinCad, INTEX, MONIS, TECHHAKERS, FEA, proprietary
algorithms, or others. |
|
Reporting Templates
Financial Product Stress Testing & Economic Capital Evaluation
provides a set of web-based reporting templates being customizable
and extendable. These templates include Stress Impact reports which
relate to a single point in time, Stress Impact trend reports
relating to a time period, Portfolio Reports and Capital Reports: |
|
|
Stress
Impact Reports Relating to a Single Point in Time:
1.
Stress Results at
Transaction Level
2.
Single Scenario
Report
3.
Multiple Scenario
Report with Total Added Stress
4.
Stress results by
Financial Product Type
5.
Investment Portfolio
Reports: Stress results broken down by categories such Industry,
Obligor Risk Rating and Legal Vehicle
6.
Loan Portfolio
Reports: Stress results broken down by categories such as Region,
Customer Rating Pool/Segment, Product Type and Delinquency Status
7.
Portfolio Sensitivity
Summary Report |
Stress Impact
Trend Reports:
1.
Single Scenario Trend
Report
2.
Scenario Trend Report
by Industry
3.
Scenario Trend Report
by Legal Vehicles
4.
Scenario Trend Report
by Regions
5.
Stress-delta-reports
for chosen period of time |
|
Portfolio Reports
1.
Portfolio Transaction
level report showing P/L
2.
Portfolio Summary
Report showing P/L
3.
Delinquency Reports
for Loan Portfolios
4.
Bank Level Report
showing P/L with selected scenario results |
Capital
Reports
1.
Stress Capital Report
2.
Economic Capital
Report
3.
Simulation Statistics
4.
Simulation Density
Graph |
|
All
Portfolio reports have drill-down capabilities with configurable
drill-down hierarchies. |
|
|
Process Flow and User Interfaces
|
|
Performance Optimized Reporting Repository
The web
user interface retrieves data from a performance optimized Reporting
Repository in order to process the web-based reports. Performance
optimization is incorporated through a normalized data model of
semi-star schema allowing quick access to the underlying fact tables
through a set of dimensional tables. In addition, performance of
report processing is optimized by parallelizing the referring ETL
processes. As a result
Financial Product Stress Testing & Economic Capital Evaluation
can easily be deployed for analyzing
millions of
transactions/positions at globally operating financial
institutions. |
|
Data
Integration
Financial Product Stress Testing & Economic Capital Evaluation
requires as input market and risk factor data incl. macroeconomic
data, transaction/position data, counterparty data, borrower data,
collateral data, issuer data, and dimensional data. The system comes
with a data dictionary
in order to facilitate and accelerate mapping of pricing model data,
risk factor data and other input data elements.
All these input data are sourced from existing database systems
though
leading data integration
capabilities including
rules-based
data cleansing; the data
is transformed and loaded into
Intermediate and
Configuration Data. |







