Current Expected Credit Loss (CECL) Implementation - AICPA
CECL IMPLEMENTATION
Pre-conference workshop: Practical implementation and operational
considerations of the CECL model for Credit Unions
October 23, 2017
New Orleans, LA
Chad Kellar, CPA
Crowe LLP
Indianapolis, IN
Mike Umsheid, CPA
ARCSys
Norfolk, VA
AICPA Conference on Credit Unions
#AICPAcu
¡°'Where data are sparse, competing ideas abound that
are clever and wishful.¡±
Neil deGrasse Tyson
Astrophysics for People in a Hurry
AICPA Conference on Credit Unions
#AICPAcu
Risk Identification
Understanding portfolio characteristics and key drivers of
portfolio performance, including lending attributes, loan
structures, prepayment risks, and changes in the
macroeconomic environment. This component will enable
the entity to appropriately segment and model the portfolios
based on common drivers of risk.
Governance and Oversight
Data Inventory
Understanding risk management
practices surrounding the development,
execution, and maintenance of the
CECL model. This includes established
roles and responsibilities of the board
and senior management, as well as
policies and procedures in place to
articulate the expectations of the CECL
model and ongoing execution of the
model.
Understanding the
availability and limitations of
data required to develop
and maintain an effective
CECL model. This includes
the reliability and accuracy
of data elements in addition
to the historical time
horizon of data availability.
Accounting and
Regulatory Alignment
Assesses the ability of CECL model
to meet accounting and regulatory
needs and objectives.
Enabling Technology
Resource Capabilities
Understanding the existing systems,
including the capabilities and limitations of
those systems that may support the
execution of the CECL model. This
includes source systems, data
warehouses, modeling systems, financial
statement spreading software, and vendor
technology specially designed for CECL.
Understanding the
capabilities and limitations
of the human resources
identified to develop and
execute on the CECL
model.
AICPA Conference on Credit Unions
How do we simplify the concepts?
? The first two steps
are similar to what
we do today ¨C just
different math,
more moving parts.
? Forecasting is
interesting, but
history is at the
foundation
AICPA Conference on Credit Unions
Where to begin?
Data can provide
insights into the Risk
as well.
Risk drives the
data needed
AICPA Conference on Credit Unions
Data available
drives the
models and
enhances
models in the
future
Models drive the
current condition
and forecasting
application
Policies,
processes, and
documentation
However, data is
often missing to make
this assessment
quantitatively now.
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