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In January 2016, the Basel Committee for Banking Supervision
(BCBS) released revised minimum capital requirements for market
risk following their eight-year long Fundamental Review of the
Trading Book (FRTB). This framework represents an overarching
view of how risks from banks’ trading activities and portfolios
should be assessed and quantified through a credible and intuitive
relationship with capital requirements. Principal components of the
new guidelines include: a clear and impermeable boundary between
banking and trading books; replacement of VaR by expected
shortfall as a risk measure; revised sensitivity-based standardized
approach; and revised expected shortfall-based internal model
approach with differentiated liquidity horizons.
These requirements—which are set to be implemented within every
major jurisdiction around the world—will profoundly impact how
trading desk structures will be organized, managed and monitored.
Capital frameworks will now be implemented and regulated at the
desk level rather the enterprise level. Risk factors within trading
instruments will be disaggregated with a multitude of sensitivities.
Each sensitivity will need to be separately modeled. Risk factors
for which historic market data cannot be obtained over a ten-year
stress horizon will be deemed to be non-modellable and subject to
punitive capital treatment.
As a consequence of the coming regulatory reforms, existing
desk structures, now called Regulatory Trading Desks or RTDs
under FRTB, will need to be completely reorganized. Less liquid
instruments may need to be separated from “flow” instruments.
Netting, which will be more constrained, will have to be remodeled,
as will default risk, credit spread risk and the trading book-banking
Regulatory Trading Desk (RTD) Optimization Under FRTB
By Jeb Beckwith – Managing Director, GreenPoint Financial
and Sanjay Sharma, Ph.D. – Chairman, GreenPoint Financial
REGULATORY PERSPECTIVES
August 30th
, 2017
Volume - 6
Series - 1
GreenPoint>
Financial
jeb@greenpoint.financial
sanjay@greenpoint.financial
www.greenpoint.financial
2
book boundary. New required tests, like P&L
attribution and revised backtesting, will also
need to be considered. Operating costs as well
as capital costs may increase incrementally for
each new trading desk. All of this will create the
need for banks to fundamentally change their
RTD framework to ensure costs, capital and risk
management are properly aligned and ideally
optimized.
In this paper, we provide a glimpse on a new
methodology for quantifying the value of each
RTD to a bank including methodologies for
dealing with some of the less-tangible drivers.
By consolidating complex metrics into a simple
red-yellow-green depiction of each RTD, we
create building blocks for more the more complex
construction of global business platforms while
still considering all the real-world drivers. Our
methodology envisions that robust construction
of RTD structures, supported by quantitative
impact studies, can take place in a modular
way such that supporting groups such as risk,
reporting, treasury, and vendor management
will have a clear model for adding, removing and
modifying RTDs as changes are inevitably made
over time.
Trading desks exist, thrive and liquidate for
reasons beyond simple returns, but, on the whole,
trading must generate meaningful revenues and
returns to a firm or risk becoming displaced. This
is even more true under the FRTB which requires
banks to undergo a granular rethink of how
their trading desks are assembled, capitalized
and governed. Our experience as practitioners
informs us that at least 80% of the cost for any
bank system change resides in implementation
rather than actual vendor cost. For banks
dealing with increasingly dynamic regulatory
environments, markets and technology, low-cost
flexibility in RTD construction, deconstruction and
reconstruction will be ever more critical.
yy Valuing the RTD
Figure 1 below illustrates how we first
consider the valuation of a RTD by quantifying
importance (size) against return on regulatory
capital (RORC). Size is determined by the
relative revenues of the RTD as a percentage of
all trading revenue. The scale can be adjusted
based on a bank’s size and number of trading
desks. RORC is determined by dividing the fully
costed Net Income After Tax (NIAT) against the
expected regulatory capital using either the
standardized or internal model approach. This
approach enables us to bucket each RTD into
one of four quadrants for further examination.
We label these quadrants “Rock Star,” “Dog,”
“Optimize” and “Evaluate” as shown below.
Figure 1: RTD Value Matrix
Highest
Revenue
( % )
Mid
Point
( % )
0%
Lowest
Return
Institutional
Hurdle Rate
Highest
Return
%ofTotalRevenues
Return on Regulatory capital
Quadrant 1
Optimize
Quadrant 2
Rock Star
Quadrant 4
Dog
Quadrant 3
Evaluate
After segmenting each RTD by quadrant, we
then tag each desk with “High, Medium, or Low”
marks from the modifier box in Table 1 below.
Table 1 – RTD Valuation Modifiers
•	 Strategic Importance
•	 IMA Cliff Potential
•	 Growth Potential
•	 Return on Economic Capital
•	 Core/Non-Core
•	 Consolidation of Risk Classes, Assets and
Factors
Under our schema, modifiers act as a separate
test to easily ask specific additional questions
about the entire portfolio of RTDs. For
example, to assess “What is my overall IMA
cliff potential?”, simply take the total RTDs
labeled as “high IMA cliff risk” and add the
difference between the SA and IMA capital
(both calculated daily). To assess “Where are my
laggards in growth?”, list all the RTDs in tagged
“low growth.” We tag each of these modifiers
dynamically using objective metrics monthly for
subsequent reporting and evaluation.
To see how this works in practice, let’s examine a
use case.
yy Case Study: HomeBase
HomeBase is a regional Texas-based bank
focusing on retail deposits, mortgage lending
3
and small commercial lending. It also has a
niche specialty business serving the energy
and utilities sectors using proprietary models
for trading commodities and carbon rights
developed using proprietary trading data
developed over many years. Outside of these
specialty trading platforms, HomeBase maintains
very modest trading desks in FX and rates, but
volumes in these desks are very low and spreads
are compressed. Corporate Treasury also
maintains a small money markets desk which
it uses to supplement daily liquidity needs and
maintain its name in the market. HomeBase
has a targeted 10% return on regulatory capital.
Figure 2 illustrates the HomeBase picture prior
to optimization.
Figure 2: Before FRTB Optimization
%ofTotalRevenues
Return on Regulatory capital
10%
0%
-10% 10% 30%
Commodities Trading
Carbon Rights Trading
Mortgage Trading
Money Markets
FX Desk
IRS Desk
20%
Management Modifiers Strategic Importance Core/Non-Core Growth Potential
Risk Modifiers RoEC IMA cliff potential CRAF Desk
Dog
Optimize
Evaluate
Rock Star
Under FRTB, HomeBase faces several capital
challenges which it will need to address. First,
its market leading commodities business
delivers suboptimal returns under the IMA and
this business has a high likelihood of failing its
IMA tests over time, yet this is a large business
for HomeBase and many of its clients are also
core to its M&A and carbon trading businesses.
Second, the carbon trading business, though
profitable, cannot obtain IMA approval because
of a lack of pricing history for a small segment
of its market. Thus, the carbon trading business
operates under the higher SA framework. Its
other trading desks are small, but at least two,
FX and money markets, must be maintained for
client and strategic reasons, respectively.
After using our methodology, HomeBase makes
significant improvement on returns without
sacrificing either client service or meaningful
revenues. In the commodities and carbon
trading businesses, HomeBase elects to exit the
very thinly traded portions of those businesses
for which it does not have robust, proprietary
data. The impact on revenues is modest but
the impact to returns is significant. Second,
HomeBase consolidates its Money Markets,
FX and IRS desks into a single desk operated
by corporate treasury. This consolidation
not only creates operational efficiencies with
reporting, oversight and name in the market,
but also reduces required regulatory capital
by accessing modest netting across the books.
After examination, HomeBase determines that
its mortgage trading desk is doing well as
is and elects to increase its investment here
coordinated with a parallel retail lending push.
The results of HomeBase’s optimization program
are illustrated in Figure 3.
Figure 3: After FRTB Optimization
%ofTotalRevenues
Return on Regulatory capital
10%
0%
-10% 10% 30%
Commodities Trading
Carbon Rights Trading
Mortgage Trading
Corporate Treasury Trading
(Money Markets + FX + IRS)
20%
Management Modifiers Strategic Importance Core/Non-Core Growth Potential
Risk Modifiers RoEC IMA cliff potential CRAF Desk
Dog
Optimize
Evaluate
Rock Star
yy Putting it All Together
In general, we can paint a complete, one-page
picture for the value of each RTD to the entire
organization or to whatever subset of the
organization needs to be examined (see figure
4). The quadrant/modifier framework can be
used for ring-fenced entities, for example an
Intermediate Holding Company (IHC) in the
U.S., or can be used to compare RTD’s across
jurisdictions with similar asset classes or
supporting similar businesses.
A simplified version of the quadrant analysis can
also be performed across single modifiers to,
for example, consider where to invest amongst
all the high growth opportunities in a region or,
conversely, which desks align ROEC with RORC.
The quadrant analysis can also be used within a
single product or business line to better assess
which core businesses to invest in and which
to pare back. Best of all, this model is run off
of quantitative data in the first instance, giving
4
greater transparency to what can be challenging
conversations across business lines competing
for the same capital dollars.
At GreenPoint Financial, we are also deploying
machine learning technology to enhance
transparency and effectiveness of this decision-
making process. We expect RTD Optimization
will be a major competitive driver for depository
trading platforms over coming years.
1. Note that returns are assumed to be based on a fully costed (NIAT) basis using IMA or SA as appropriate. Hard
dollar subsidies may be allowed.
Sanjay Sharma, Ph.D.
Sanjay is the Founder and Chairman of GreenPoint Global.
During 2007-16 Sanjay was the Chief Risk Officer of
Discretionary Capital Group and Managing Director in
Fixed Income and Currencies Risk Management at RBC
Capital Markets in New York. His career in the financial
services industry spans over 25 years during which he
has held investment banking, risk management and
technology transformation positions at Goldman Sachs,
Merrill Lynch, Citibank, Moody’s and Natixis.
Sanjay is the author of “Risk Transparency” (Risk Books,
2013) which provides a framework for enhancing
risk transparency through quantitative parameters,
subjective analyses and contextual commentary. He
has also published several papers and is a co-author of
forthcoming “The Fundamental Review of Trading Book
(or FRTB) – Impact and Implementation” to be published
by RiskBooks in Summer of 2017.
Sanjay is the Director of the RBC/Hass Fellowship Program
at the University of California at Berkeley and is an Adjunct
Professor at EDHEC, Nice in France. Sanjay has served as
an advisor and a member of the Board of Directors of
UPS Capital (a Division of UPS) and is a frequent speaker
at industry conferences and at universities. He serves
on the Global Board of Directors for Professional Risk
International Association (PRMIA).
He holds a Ph.D. in Finance and International Business
from New York University and an MBA from the Wharton
School of Business, and has undergraduate degrees in
Physics and Marine Engineering. Sanjay acquired his
appreciation for risk first hand as a merchant marine
officer at sea where he served for seven years and received
the Chief Engineer’s certificate of competency for ocean-
going merchant ships. Sanjay lives in Rye, NY with his wife
and two teenage sons.
John E. (“Jeb”) Beckwith
John “Jeb” Beckwith is a Managing Director and leads
GreenPoint’s financial services division. His mission is
to create effective and efficient solutions to complex
regulatory, legal, cost and technology issues facing
financial institutions around the world. In the banking
sector, Jeb’s initiatives include driving solutions for the
forthcoming implementation challenges facing banks
under the new Fundamental Review of the Trading
Book regulation. In the insurance claims industry, Jeb
is leveraging GreenPoint’s litigation, technology and
analytics expertise to help clients improve outcomes and
variability in their most complex, highest-value motion
practice cases.
Jeb brings over 30 years of industry experience to his
current positon in the management of risk, capital markets,
lending and transaction banking practices. Prior to joining
GreenPoint, he was Managing Director at RBC Capital
Markets for 10+ years where led several businesses as
Head of Americas - Global Financial Institutions and as
Founder/Chair of the committee adjudicating all global
bank and sovereign credit and market risk limits. Jeb
was charged with managing the credit and cross-sell
for financial intuitions around the globe through a team
of bankers and regulatory experts. Earlier in his career,
Jeb held various management and corporate banking
positions with increasing levels of responsibility at MUFG,
Bank of America and BNY-Mellon.
Jeb has written several papers on banking regulation and
is a co-author of forthcoming “The Fundamental Review
of Trading Book (FRTB) – Impact and Implementation” to
be published by RiskBooks in Summer of 2017. He holds
a BA from Hamilton College and lives in Riverside, CT with
his wife and son.

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Regulatory Trading Desk (RTD) optimization

  • 1. In January 2016, the Basel Committee for Banking Supervision (BCBS) released revised minimum capital requirements for market risk following their eight-year long Fundamental Review of the Trading Book (FRTB). This framework represents an overarching view of how risks from banks’ trading activities and portfolios should be assessed and quantified through a credible and intuitive relationship with capital requirements. Principal components of the new guidelines include: a clear and impermeable boundary between banking and trading books; replacement of VaR by expected shortfall as a risk measure; revised sensitivity-based standardized approach; and revised expected shortfall-based internal model approach with differentiated liquidity horizons. These requirements—which are set to be implemented within every major jurisdiction around the world—will profoundly impact how trading desk structures will be organized, managed and monitored. Capital frameworks will now be implemented and regulated at the desk level rather the enterprise level. Risk factors within trading instruments will be disaggregated with a multitude of sensitivities. Each sensitivity will need to be separately modeled. Risk factors for which historic market data cannot be obtained over a ten-year stress horizon will be deemed to be non-modellable and subject to punitive capital treatment. As a consequence of the coming regulatory reforms, existing desk structures, now called Regulatory Trading Desks or RTDs under FRTB, will need to be completely reorganized. Less liquid instruments may need to be separated from “flow” instruments. Netting, which will be more constrained, will have to be remodeled, as will default risk, credit spread risk and the trading book-banking Regulatory Trading Desk (RTD) Optimization Under FRTB By Jeb Beckwith – Managing Director, GreenPoint Financial and Sanjay Sharma, Ph.D. – Chairman, GreenPoint Financial REGULATORY PERSPECTIVES August 30th , 2017 Volume - 6 Series - 1 GreenPoint> Financial jeb@greenpoint.financial sanjay@greenpoint.financial www.greenpoint.financial
  • 2. 2 book boundary. New required tests, like P&L attribution and revised backtesting, will also need to be considered. Operating costs as well as capital costs may increase incrementally for each new trading desk. All of this will create the need for banks to fundamentally change their RTD framework to ensure costs, capital and risk management are properly aligned and ideally optimized. In this paper, we provide a glimpse on a new methodology for quantifying the value of each RTD to a bank including methodologies for dealing with some of the less-tangible drivers. By consolidating complex metrics into a simple red-yellow-green depiction of each RTD, we create building blocks for more the more complex construction of global business platforms while still considering all the real-world drivers. Our methodology envisions that robust construction of RTD structures, supported by quantitative impact studies, can take place in a modular way such that supporting groups such as risk, reporting, treasury, and vendor management will have a clear model for adding, removing and modifying RTDs as changes are inevitably made over time. Trading desks exist, thrive and liquidate for reasons beyond simple returns, but, on the whole, trading must generate meaningful revenues and returns to a firm or risk becoming displaced. This is even more true under the FRTB which requires banks to undergo a granular rethink of how their trading desks are assembled, capitalized and governed. Our experience as practitioners informs us that at least 80% of the cost for any bank system change resides in implementation rather than actual vendor cost. For banks dealing with increasingly dynamic regulatory environments, markets and technology, low-cost flexibility in RTD construction, deconstruction and reconstruction will be ever more critical. yy Valuing the RTD Figure 1 below illustrates how we first consider the valuation of a RTD by quantifying importance (size) against return on regulatory capital (RORC). Size is determined by the relative revenues of the RTD as a percentage of all trading revenue. The scale can be adjusted based on a bank’s size and number of trading desks. RORC is determined by dividing the fully costed Net Income After Tax (NIAT) against the expected regulatory capital using either the standardized or internal model approach. This approach enables us to bucket each RTD into one of four quadrants for further examination. We label these quadrants “Rock Star,” “Dog,” “Optimize” and “Evaluate” as shown below. Figure 1: RTD Value Matrix Highest Revenue ( % ) Mid Point ( % ) 0% Lowest Return Institutional Hurdle Rate Highest Return %ofTotalRevenues Return on Regulatory capital Quadrant 1 Optimize Quadrant 2 Rock Star Quadrant 4 Dog Quadrant 3 Evaluate After segmenting each RTD by quadrant, we then tag each desk with “High, Medium, or Low” marks from the modifier box in Table 1 below. Table 1 – RTD Valuation Modifiers • Strategic Importance • IMA Cliff Potential • Growth Potential • Return on Economic Capital • Core/Non-Core • Consolidation of Risk Classes, Assets and Factors Under our schema, modifiers act as a separate test to easily ask specific additional questions about the entire portfolio of RTDs. For example, to assess “What is my overall IMA cliff potential?”, simply take the total RTDs labeled as “high IMA cliff risk” and add the difference between the SA and IMA capital (both calculated daily). To assess “Where are my laggards in growth?”, list all the RTDs in tagged “low growth.” We tag each of these modifiers dynamically using objective metrics monthly for subsequent reporting and evaluation. To see how this works in practice, let’s examine a use case. yy Case Study: HomeBase HomeBase is a regional Texas-based bank focusing on retail deposits, mortgage lending
  • 3. 3 and small commercial lending. It also has a niche specialty business serving the energy and utilities sectors using proprietary models for trading commodities and carbon rights developed using proprietary trading data developed over many years. Outside of these specialty trading platforms, HomeBase maintains very modest trading desks in FX and rates, but volumes in these desks are very low and spreads are compressed. Corporate Treasury also maintains a small money markets desk which it uses to supplement daily liquidity needs and maintain its name in the market. HomeBase has a targeted 10% return on regulatory capital. Figure 2 illustrates the HomeBase picture prior to optimization. Figure 2: Before FRTB Optimization %ofTotalRevenues Return on Regulatory capital 10% 0% -10% 10% 30% Commodities Trading Carbon Rights Trading Mortgage Trading Money Markets FX Desk IRS Desk 20% Management Modifiers Strategic Importance Core/Non-Core Growth Potential Risk Modifiers RoEC IMA cliff potential CRAF Desk Dog Optimize Evaluate Rock Star Under FRTB, HomeBase faces several capital challenges which it will need to address. First, its market leading commodities business delivers suboptimal returns under the IMA and this business has a high likelihood of failing its IMA tests over time, yet this is a large business for HomeBase and many of its clients are also core to its M&A and carbon trading businesses. Second, the carbon trading business, though profitable, cannot obtain IMA approval because of a lack of pricing history for a small segment of its market. Thus, the carbon trading business operates under the higher SA framework. Its other trading desks are small, but at least two, FX and money markets, must be maintained for client and strategic reasons, respectively. After using our methodology, HomeBase makes significant improvement on returns without sacrificing either client service or meaningful revenues. In the commodities and carbon trading businesses, HomeBase elects to exit the very thinly traded portions of those businesses for which it does not have robust, proprietary data. The impact on revenues is modest but the impact to returns is significant. Second, HomeBase consolidates its Money Markets, FX and IRS desks into a single desk operated by corporate treasury. This consolidation not only creates operational efficiencies with reporting, oversight and name in the market, but also reduces required regulatory capital by accessing modest netting across the books. After examination, HomeBase determines that its mortgage trading desk is doing well as is and elects to increase its investment here coordinated with a parallel retail lending push. The results of HomeBase’s optimization program are illustrated in Figure 3. Figure 3: After FRTB Optimization %ofTotalRevenues Return on Regulatory capital 10% 0% -10% 10% 30% Commodities Trading Carbon Rights Trading Mortgage Trading Corporate Treasury Trading (Money Markets + FX + IRS) 20% Management Modifiers Strategic Importance Core/Non-Core Growth Potential Risk Modifiers RoEC IMA cliff potential CRAF Desk Dog Optimize Evaluate Rock Star yy Putting it All Together In general, we can paint a complete, one-page picture for the value of each RTD to the entire organization or to whatever subset of the organization needs to be examined (see figure 4). The quadrant/modifier framework can be used for ring-fenced entities, for example an Intermediate Holding Company (IHC) in the U.S., or can be used to compare RTD’s across jurisdictions with similar asset classes or supporting similar businesses. A simplified version of the quadrant analysis can also be performed across single modifiers to, for example, consider where to invest amongst all the high growth opportunities in a region or, conversely, which desks align ROEC with RORC. The quadrant analysis can also be used within a single product or business line to better assess which core businesses to invest in and which to pare back. Best of all, this model is run off of quantitative data in the first instance, giving
  • 4. 4 greater transparency to what can be challenging conversations across business lines competing for the same capital dollars. At GreenPoint Financial, we are also deploying machine learning technology to enhance transparency and effectiveness of this decision- making process. We expect RTD Optimization will be a major competitive driver for depository trading platforms over coming years. 1. Note that returns are assumed to be based on a fully costed (NIAT) basis using IMA or SA as appropriate. Hard dollar subsidies may be allowed. Sanjay Sharma, Ph.D. Sanjay is the Founder and Chairman of GreenPoint Global. During 2007-16 Sanjay was the Chief Risk Officer of Discretionary Capital Group and Managing Director in Fixed Income and Currencies Risk Management at RBC Capital Markets in New York. His career in the financial services industry spans over 25 years during which he has held investment banking, risk management and technology transformation positions at Goldman Sachs, Merrill Lynch, Citibank, Moody’s and Natixis. Sanjay is the author of “Risk Transparency” (Risk Books, 2013) which provides a framework for enhancing risk transparency through quantitative parameters, subjective analyses and contextual commentary. He has also published several papers and is a co-author of forthcoming “The Fundamental Review of Trading Book (or FRTB) – Impact and Implementation” to be published by RiskBooks in Summer of 2017. Sanjay is the Director of the RBC/Hass Fellowship Program at the University of California at Berkeley and is an Adjunct Professor at EDHEC, Nice in France. Sanjay has served as an advisor and a member of the Board of Directors of UPS Capital (a Division of UPS) and is a frequent speaker at industry conferences and at universities. He serves on the Global Board of Directors for Professional Risk International Association (PRMIA). He holds a Ph.D. in Finance and International Business from New York University and an MBA from the Wharton School of Business, and has undergraduate degrees in Physics and Marine Engineering. Sanjay acquired his appreciation for risk first hand as a merchant marine officer at sea where he served for seven years and received the Chief Engineer’s certificate of competency for ocean- going merchant ships. Sanjay lives in Rye, NY with his wife and two teenage sons. John E. (“Jeb”) Beckwith John “Jeb” Beckwith is a Managing Director and leads GreenPoint’s financial services division. His mission is to create effective and efficient solutions to complex regulatory, legal, cost and technology issues facing financial institutions around the world. In the banking sector, Jeb’s initiatives include driving solutions for the forthcoming implementation challenges facing banks under the new Fundamental Review of the Trading Book regulation. In the insurance claims industry, Jeb is leveraging GreenPoint’s litigation, technology and analytics expertise to help clients improve outcomes and variability in their most complex, highest-value motion practice cases. Jeb brings over 30 years of industry experience to his current positon in the management of risk, capital markets, lending and transaction banking practices. Prior to joining GreenPoint, he was Managing Director at RBC Capital Markets for 10+ years where led several businesses as Head of Americas - Global Financial Institutions and as Founder/Chair of the committee adjudicating all global bank and sovereign credit and market risk limits. Jeb was charged with managing the credit and cross-sell for financial intuitions around the globe through a team of bankers and regulatory experts. Earlier in his career, Jeb held various management and corporate banking positions with increasing levels of responsibility at MUFG, Bank of America and BNY-Mellon. Jeb has written several papers on banking regulation and is a co-author of forthcoming “The Fundamental Review of Trading Book (FRTB) – Impact and Implementation” to be published by RiskBooks in Summer of 2017. He holds a BA from Hamilton College and lives in Riverside, CT with his wife and son.