| Management accounting infrastructure needs to be revitalized
and rethought as management strategy moves towards a customer
centric focus.
Customer Relationship Management (CRM) as a way of doing
business has been making inroads in the Financial Services
Industry for years. Having spent billions of dollars
collectively on technology, training and organizational change,
many executives are expressing concerned interest in the return
on their CRM investment. In this article we suggest the time has
come to recognize that CRM has created demand for entirely new
management information that is imperative to meet the needs of
the evolving customer centric financial services provider.
WHERE THE MONEY WENT
Banks have invested heavily to facilitate relationship
management strategies. Typical investment of a mid-sized
Regional US bank runs in the tens of millions all told. Most of
the money has been spent on building technology infrastructure.
Today's well-equipped bank has a customer account hierarchy
(CIF), household hierarchy, a well- stocked data warehouse,
precise customer profitability measurement, automated campaign
management and customer contact management (SFA), statistical
behavior prediction models and a variety of OLAP and other data
mining tools at the ready.
In addition to the tech spend, many banks have also invested
heavily in sales training and attempts to shift the
organizational culture away from geography and product silos
towards customers and customer segments. A lot of money has
changed hands along the way.
Today's bank looks and behaves differently than it used to as
a consequence of the investment and shift in focus, but
performance measurements essential to internal control have not
kept up with the changes in the business.
WHAT WE NEED TO KNOW
Banking is no longer just about portfolios of products that
spin off spread and fees. The focus of today's executive is less
on what's in the portfolio than what's going into and out of it.
In other words the industry has gone from managing inventories
of product to managing the acquisition and retention of customer
relationships.
This creates new demands on management accounting. A new
dimension - customer - has been added to the already complex
matrix of geography, product, legal entity, and currency needed
by the executive of the bank. Adding a new dimension has been
done before - we added product line and line of business to our
reporting structures in the 1980s and 1990s. What is different
this time is the level of detail needed to support customer
centric information - it is no longer "general" in the
General Ledger sense.
Adding the customer dimension is only part of the
requirement. We also need to change the content of what we are
measuring and reporting to inform management about business
flows into and out of the portfolios in addition to the status
of what's already there. Just as Purchase and Sales Journals are
essentially different from Inventory Control, the needed
information content is completely different.
EVIL GROWS IN THE DARK
Internal control is all about having information that enables
informed decisions by management. Present MIS systems are
missing critical information about the way banks are conducting
business. The inevitable result is naive decisions. What can we
expect as consequences? -Inappropriate resource allocations.
Inappropriate strategy decisions. Lost profits.
At the beginning of this article we said many executives are
expressing concerned interest in their return on CRM. This is
the reason: they don't honestly know if their investments and
strategy in this arena makes sense or not. The management
accounting function has let them down by not giving them the
information they need to run the business.
So what do they do? Increasingly, business managers who face
the customer are relying on information that is not subject to
the rigorous validation that is inherent in financial control
systems. They rely on data marts full of questionable data,
manipulated by ad- hoc programs and reported on by query and
OLAP mining tools in the hands of business end user computing
specialists. These are the tools that are really being used to
run the business.
The validity of information that is relied on daily by
management is highly suspect, yet the management accounting
function and even the audit function - appears complacent. In
our view, this is just plain wrong. It is a recipe for major
negative consequences and those consequences are inevitable.
THE WAY OF THE DINOSAUR
First of all, we need to understand that the complexities
added by introducing customer centric management are not going
to be the last major changes we can anticipate. We now have
product, geography, legal entity, currency and customer. We are
already seeing the need to know channel and processing path. As
time goes forward other as yet unforeseen dimensions will
inevitably be demanded.
Each time a new dimension is added to management structure,
the amount of information we need to manage rises exponentially.
When we added product line and line of business dimensions to
General Ledgers the number of hierarchical nodes and accounts
increased drastically. A typical bank today has well over 20,000
general ledger accounts to support this information. Add
customer and we explode this by multiplying by the number of
customers...not a pretty picture.
Clearly the traditional financial accounting systems will
fail to meet the challenge of the dimension issue.
Then there's the issue of information content. Bank financial
systems typically do not have journals that record inflows and
outflows of business in the same manner as purchase and sales
journals. Neither do the underlying customer account service
systems. Even if we are willing to invest in new extracts from
all our account service systems and classify the transactions to
construct journals we find that the transaction data we need is
not even there!
The financial management systems we have today simply aren't
going to meet the changing needs of our business - a better
solution must be identified.
EVOLUTION, NOT REVOLUTION
In our view, the only way out of the box is to re-think what
our business goals for management accounting really are, and
address them independently of the traditional accounting
processes.
High quality databases can produce excellent multidimensional
information models (and accounting is just a model after all).
In fact, relational technology is ideally suited to supporting
the matrix business structures that are common today.
A good database combined with good models can produce
sufficiently accurate information on which to base decisions. We
have seen implementations of customer level profitability that
are accurate to within 2% and better of financial reports - by
line item, product and geography simultaneously - certainly
credible information on which to make decisions. In fact, good
enough.
Databases also open up the way to addressing the need for
information about business flows. Customer Currents(TM) from
Exchange Synergism Ltd. creates this information by measuring
time series data in multiple hierarchical views. This unique
methodology measures both inflow and outflow precisely, right
down to the account level.
While abandoning the financial control system in favor of
alternative information seems radical, the truth is we have been
moving in this direction for a long time. What is important to
remember is that we still need to validate information back to
authoritative sources, but we don't have to rely on them to be
the source of all the detail we require.
SYMBIOSIS
Adopting a management information infrastructure founded on
the same databases the business uses day-to-day, is the best way
to get the information we need to run the business. We can
relieve Financial Accounting of the burden of cluttered account
and hierarchy structures which proliferated to support
Management Accounting needs in what turns out to be the wrong
place, after all. The good news is we've already spent most of
the money needed to make this vision of symbiotic accounting
systems a reality.
by David B. McNab
david@exchangesynergism.com
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