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Product-Based Design of Business Processes
Applied within the Financial Services
H.A. Reijers
Eindhoven University of Technology, Department of Technology Management,
P.O. Box 513, NL-5600 MB, Eindhoven, The Netherlands
e-mail: h.a.reijers@tue.nl
ABSTRACT
Business Process Reengineering (BPR) is an important instrument to boost the performance
of business processes. In this paper, the Product-Based Design method is presented that
supports BPR. It is especially suitable to reengineer processes that support information-
intensive products such as bonds, mortgages, and loans. Inspired by manufacturing
principles, the structure of an information-intensive product is decomposed into a structure
of informational elements which are used to derive the lay-out of an improved process
design. Using this formal approach, many problems encountered with prevailing BPR
practice are circumvented. This paper includes a description of the application of this
method to credit processing within the ING Bank Nederland, a large Dutch bank. In this
particular case, substantial savings in cost and flow time are achieved.
Keywords: Business Process Reengineering, Process Design, Case study, Financial Sector.
Classification: J.1, H.4
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INTRODUCTION
One of the top challenges for banks and securities in the coming years is to "rethink" their
businesses and align cost-cutting with revenue generation (Deloitte Research, 2002).
Undoubtedly, this will revitalize the reengineering movement, which took off in the early
90s. Business Process Reengineering (BPR) aims at drastically changing the structure of a
business process in combination with a wide-scale use of information technology (IT)
(Hammer and Champy, 1993).
Despite the flood of BPR-related literature in the past years, it is interesting to note
the relative methodological immaturity of the field (see e.g. Sharp and McDermott, 2001).
An identification of the challenges involved with BPR may help to clarify this. A BPR
initiative is commonly seen as a twofold challenge (e.g. Manganelli and Klein, 1994; Carr
and Johansson, 1995) as follows:
- A technical challenge, which is due the difficulty of developing a business process
design that is a radical improvement of the current design.
- A sociocultural challenge, resulting from the severe organizational effects on the
involved people, which may lead them to react against those changes.
Apart from these challenges, the project management of a BPR initiative itself is also
named as a BPR challenge (e.g. Grover, Jeong, Kettinger and Teng, 1995). Project
management is concerned with managing both the technical and sociocultural challenge
throughout the BPR initiative.
Most literature on the BPR subject is characterized by (Aalst, 2000) the following:
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- A strong focus on the sociocultural and project management challenges instead of on
the technical challenge.
- An anecdotal, qualitative, and descriptive point of view, rather than a universal,
quantitative and prescriptive approach.
If one tries to find an answer to the question how to radically reengineer a specific business
process, the results are disappointing.
The method of Product-Based Design (PBD) is one of the few approaches that aims
to address the technical challenge of BPR in a rational and formal way (Aalst, Reijers and
Limam, 2000; Reijers and Voorhoeve, 2000). Earlier applications of PBD have been
described by Crom and Reijers (2001) and Reijers and Van der Toorn (2002). The essential
idea behind PBD is the translation of a basic manufacturing concept: similar to the Bill-Of-
Material (BOM) being used in manufacturing to organize assembly lines, the structure of an
information-intensive product such as a loan or mortgage is used to derive a favorable
business process design. This idea has first been put forward by Van der Aalst (1999). To
our knowledge, only a few other methods provide a comparable degree of tangible BPR
guidance (Orman, 1998; Aldowaisan and Gaafar, 1999; Hofacker and Vetschera, 2001). In
contrast to these, however, PBD takes a clean-sheet approach, i.e. the structure of the
existing process and its division into tasks are not the starting points for the redesign.
The purpose of this paper is to combine theory with practice by the presentation of
the essential aspects of PBD on the one hand and its actual application in a real setting on
the other. The latter is achieved by the presentation of a case description of a BPR project
within the ING Bank Nederland, a large Dutch bank. The PBD method was applied to
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reengineer the bank's business process for handling credit applications of commercial
parties.
The structure of the paper is as follows. First we will explain the essentials of PBD,
and compare its characteristics with popular BPR approaches. Next, the case description is
given. We end this paper with a general reflection on PBD and directions for further
research.
PRODUCT-BASED DESIGN EXPLAINED
Prevailing BPR practice
Concerning the design of new business processes it is striking that there is a lack of
prescriptive methods. Despite the abundance of handbooks that are advertised as "step-by-
step guides to business transformation" (e.g. Manganelli and Klein, 1994), this kind of
work seems to be primarily aimed at impressing a business audience. At best it gives some
directions to manage organizational risk, but commonly lacks actual technical direction to
design or redesign a business process. Even the classic work of Hammer and Champy
(1993) devotes only 14 out of 250 pages to this issue, of which in fact 11 pages are used for
the description of a case. Gerrits (1994) already commented: "In the literature on BPR,
examples of successful BPR implementations are given. Unfortunately, the literature
restricts itself to descriptions of the 'situation before' and the 'situation after', giving very
little information on the redesign process itself." More recently by Sharp and McDermott
(2001): "How to get from the as-is to the to-be [in a BPR project] isn't explained, so we
conclude that during the break, the famous ATAMO procedure is invoked – And Then, A
Miracle occurs".
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By absence of well-founded and proven design methods companies often turn to
organizing workshops to design processes. In the participative approach that is followed,
external consultants encourage internal specialists to critically assess an existing process.
Each internal specialist is representing a stakeholder party for the process at hand: the
department that is executing it, its management, the internal accountant, the marketing
department, the financial department, etc. Problem areas are identified that are targeted for
improvement. Using brain storm techniques, best practices, and design heuristics creativity
among the participants is stimulated to think of new ways of organizing individual tasks
within the process or the process structure as a whole.
This way of working aims at delivering process designs that appease all workshop
members. In practice, this overall satisfaction is usually attained by abstracting from the
details, because this is the most effective way to circumvent conflicts. Conflicts on a
substantial level are unavoidable as, for example, a marketing manager's view on what is
necessary and what is superfluous within a process will be different from a financial
specialist's. Another effect of this approach is that designs resulting from this approach are
often incomplete, because they only reflect the expertise present at a workshop. In
particular, the IT discipline is not always represented as they are seen as responsible for the
implementation – not the design.
The resulting design is subsequently handed over to the implementation team, which
typically consists of system developers and integrators. The IT-orientation of the
implementation team is partly understandable, as BPR is nowadays hardly ever executed
without exploiting the benefits of new information technology such as business process
management systems or knowledge management systems (Sharp and McDermott, 2001).
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Also, existing organizations always utilize technology of all sorts onto which the new
process design should integrate. (Note that the integration of a new process with existing
information systems is an issue rather of system integration and not strictly of system
development.) However, because the process design is incomplete and superficial it puts an
incredible burden on such an implementation team. All kinds of additional analyses are
required to find out how the existing process is affected, which systems are involved, which
information is required for people to do their work in this new way, what the procedures
will be, etc. Understandably this takes time – which aggravates the rest of the organization
– and it requires the implementation team to fill in the gaps of the design – which is not
budgeted for and may even annul the expected improvements.
Essentials of PBD
Product Based Design (PBD) is basically a translation of a manufacturing concept to the
world of administrative processes, such as found in banking, insurance, governmental
agencies, etc. Material Requirements Planning, often referred to as MRP-I, determines the
production schedule based on the ordered quantifies, current stock, and the composition of
a product as specified in a so-called Bill-of-Material (Orlicky, 1972). In other words,
production is driven by the structure of the product. With PBD the structure of an
informational product, such as a mortgage loan or a social insurance permit, is decomposed
into a structure of informational elements which are used to derive a process design. This
idea is visualized in Figure 1, which shows how the information can be decomposed that is
required for handling applications for a credit facility.
Figure 1: A credit facility example
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Actual information elements of an administrative product may be related to each
other in several ways. Consider the credit facility example of Figure 1. One of the essential
pieces of information that is to be delivered in handling an application for such a facility is
the credit proposal (6). The figure expresses that creating such a proposal requires a credit
id (8), signed product conditions (9), a specified credit limit (10), a specified credit
compensation scheme (11), a satisfactory outcome of the creditability check (12), an
automatic collection specification (13), an indication of the type of credit (22), an account
on which salary payments are received (26), and customer information (29). If all these
required pieces of information are both available and acceptable, a credit proposal can be
made. Note that for the sake of readability, some information elements in Figure 1 are
depicted twice – indicated by their gray coloring.
PBD prescribes the explicit representation of the involved logic in the form of
production rules. The production rule for the credit proposal may specify that the
creditability check score should yield a value of at least 3 on a scoring scale of 1 to 5.
Production rules are derived from explicit product specifications, such as banking
regulations, product descriptions, administrative organizational procedures, etc.
The information elements that are required to produce others may themselves be
decomposed in a comparable way. At the lowest level, information elements are found that
are elementary and non-decomposable, for example: the interest base used within the bank
(23). These information elements typically represent information that should be derived
from the customer, the process owner, or even a third party.
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Note that the relations between information elements in the form of production rules
may be rather complex. For example, the age of an applicant for a life insurance may be
used to estimate both the involved health risks and the risks of work-related accidents.
Secondly, there are typically multiple ways to derive the value of an information element,
i.e. there may be more production rules available for the same information element. For
example, health risks may be estimated using either a questionnaire or a full medical
examination. All these types of dependencies can be taken account in a formal product-data
model, which completely specifies all information elements and their production rules
(Aalst et al., 2000).
A new process design with PBD can then be derived on the basis of all of the
following:
(a) The product-data model.
(b) Optimization goals.
(c) Empirical data.
Optimization goals are often formulated in the reduction of cost and flow time. The
empirical data typically addresses aspects that influence these optimization criteria, such as
the time and cost that is involved with determining values of information elements.
Each process step in the newly derived process involves the gathering of information
(of values of elementary information elements) or the processing of information (to derive
the value of an information element on the basis of the values of information elements it
can be decomposed into). Process steps are performed by human experts if it involves
expertise that cannot be formalized and by computer programs otherwise. The precedence
relations in the process design must respect the relations in the product-data model
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(conformance) (Aalst et al., 2000), i.e. information cannot be used in a processing step if it
is not created earlier.
Aalst et al. (2000) describe two types of strategies for the derivation of a process
design on the basis of a product-data model: breadth-first and depth-first. The breadth-first
strategy optimizes the process design with respect to flow time, but possibly at high costs.
It does so by pursuing maximal parallelism in the processing of information. In this way, its
is possible that superfluous information is determined.
The depth-first strategy minimizes the average costs of process execution, but with
substantial longer flow times. The main issue in applying a depth-first strategy is to identify
knock-outs: processing steps that, once completed, may stop the process. An example is the
failure of an applicant to identify him- or herself. To achieve optimality, knock-outs should
be ordered in a decreasing effort to produce the desired information and in an increasing
order of termination probability (Aalst, 2000). Mixed strategies are also possible. The
characteristic form of breadth-first and depth-first processes are visualized in Figure 2.
Figure 2: Breadth-first and depth-first processes
The former description is not intended to give the impression that the derivation of
the process design from the product-data model is a completely mechanical procedure.
Although the contours of the design are easily obtained as described, as well as the logic
constraints that must be satisfied by it, a considerable effort must be spent in detailing the
design in such a way that it conforms with the optimization goals. The measures of freedom
for ordering (or not ordering) information elements are generally so large that not all
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process lay-outs can be generated, let alone considered. A certain amount of creativity is
still required to select the most hopeful scenario's, which can be further validated and
evaluated. The case study that is to follow supports this point.
Note that an important difference between PBD and traditional approaches is that
PBD does not take the existing process as the starting point of the BPR initiative. Rather, it
focuses on the very legitimization of the process: the products it should deliver. Although
empirical data on the execution of an existing process may come in use for arguing the
quality of a new design, PBD can be characterized as a relatively clean-sheet approach.
PBD does not question the products to be delivered by a company. It puts them at the
forefront to guide the design of a new process. It does require the company to have a clear
view on their products. In this way, it can also be used to detect holes in product
specifications. In short, PBD can deliver the fastest or least costly way of producing an
information-intensive product by considering its essential ingredients.
Earlier applications of PBD resulted in process designs that were radically different
from the existing processes they replaced. Typically, flow time reductions of up to 35 %
and reductions of operational cost of up to 75 % were achieved (Crom and Reijers, 2001).
Note that the PBD method is explicitly focused on the so-called technical challenge of
BPR. The success of any BPR initiative strongly depends on addressing sociocultural,
organizational, and project management issues as well. Preferably, PBD should be
incorporated in a comprehensive approach covering all these issues. We also believe that
well-founded participative design approaches certainly have their merits (e.g. Sherwood-
Smith, 1994; Hermann and Walter, 1998). In fact, in an earlier application of PBD we have
used prototyping that heavily involved end-users to validate the new process design (Crom
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and Reijers, 2001). What we do object to is the marginal importance of quantitative and
analytic methods in the prevailing practice of process design.
Having stressed these important issues above, we will focus in this paper on the
phases a PBD project goes through from a technical perspective. The phases are as follows:
- Scope: In this initial phase the process that will be subject to the redesign (or design) is
selected. The redesign objectives for this business process are identified, as well as the
limitations to be taken into consideration for the final design.
- Analysis: A study of the product specification leads to its decomposition into data
elements and their logical dependencies. The existing business process – if any – is
studied to retrieve data that is both significant for designing the new business process
and for the sake of evaluation.
- Design: Based on the redesign (or design) objectives, the product specification
decomposition and some estimated performance figures, one or several alternative
business process structures are derived. A business process structure consists of tasks
that retrieve or process data elements.
- Evaluation: The alternative business process structures are verified, validated with end-
users, and their estimated performance is analyzed in more detail. The most promising
designs are presented to the commissioning management to assess the degree in which
objectives can be realized and to select the design to be implemented.
These phases are proposed to be executed in a sequential order, but in practice it is very
plausible and sometimes desirable that iterations will take place. For example, the
evaluation phase explicitly aims at identifying design errors, which may result in rework on
the design.
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We will use the presented phases of the PBD methodology as a structure for the case
description in the following section.
AN APPLICATION OF PBD
Context
The application of PBD we will describe in this section took place for the ING Bank. The
ING Bank is part of the ING Group, which is a global financial institution of Dutch origin.
The group is active in the field of banking, insurance, and asset management in 65
countries with more than 100,000 employees. The project in which we participated took
place during the years 2000 and 2001. Its primary aim was to redesign the ING bank's
business process for handling credit applications of commercial parties. This process is
executed at all the 350 Dutch offices the ING Bank, handling about 35,000 applications for
loans and credit facilities on a yearly basis. The project also involved the development of
new applications, systems integration with existing applications, and the introduction of a
Workflow Management System (see e.g. Jablonski and Bussler, 1996) to support the
process execution. Overall, the size of the project team consisted of some 40 full-time
equivalents. The project is still underway in 2002, rolling out the redesigned processes and
new applications throughout the Dutch offices. Because of the size of the project, it is only
possible to give the highlights on our experiences with the application of PBD.
Scoping
The credit application business process was selected for reengineering, because of the ING
Bank's top management suspicions that considerable cost reduction could be achieved
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within this business process. Earlier projects indicated large inefficiencies in current
working practice.
The initial boundaries of the redesign project were subsequently determined by
selecting two products out of a range of six similar credit products: the current account
credit (CAC) and the loan with fixed interest (LFI). At the time of selection, the two
products generated 70 % of the total credit facility turnover of the ING Bank. After the
initial business process design would be completed for these two products, the redesign of
the other four products would follow.
Initially, considerable effort had to be paid to further specify the scope of the redesign
project. Illustrative for the involved issues is the specification of the redesign scope, which
is as follows:
- Increases of credit limits on existing CAC and LFI contracts were included in the
redesign scope.
- Within the redesign project the business processes would be considered for handling
applications for CAC and LFI products up till the moment that the (first parcel of the)
credit would be available to the client; processes to support the use of the credit facility
were excluded.
- The client segments considered within the redesign scope were all commercial parties,
excluding the top multinational accounts and the private banking accounts.
- The primary channel to be considered for the application of credit were those that
stream in through the standing offices; all other channels (e.g. Internet) were initially
excluded from the scope of the project.
Considering this scope, the redesign objective for the project was formulated as follows:
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Realize a substantial efficiency increase of the processes within the offices and operations
for handling applications of LFI and CAC credit and shorten the throughput time of those
processes by redesigning them from client to client using automation, outplacement, or
rendering superfluous.
The "substantial efficiency increase" was not formally made operational, but among the
project members and project management a figure of 30 % was considered as a minimal
requirement. With respect to the throughput time, an average of 2 working days was
thought to be a good result.
A short feasibility study was performed to assess the applicability of the PBD
methodology. This study focused on the two following issues :
1. The adequateness of the material to base the PBD analysis upon.
2. The adequateness of the expected gains of applying PBD in this particular project.
With respect to the first issue the information specified in the form of formal procedures,
circulars, commercial objectives, etc. seemed in general adequate to describe most of the
involved product specifics. One notable exception pertained to the authorization part of the
business process: under what conditions would an account manager's tender for a credit
loan be authorized for disclosure to a client? As it turned out, this part of the business
process was governed rather by custom than by formal procedure. A special workgroup was
established to formulate the company's policy in this area.
The second issue was addressed with the outcomes of a previous project that
identified as a primary source of inefficiency the multiple data-entry of similar information
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during the business process execution. It was expected that a business process design based
upon a non-redundant product-data model would elevate this inefficiency for the greatest
part. The previous project also indicated that considerable time and effort was spent on
writing an explanatory memorandum that accompanied the credit proposal. From a
preliminary study of the product specification, the need for the memorandum did not
become clear.
As a final step of the first phase, a considerable number of information systems were
identified that were not allowed to be subject to system development efforts. In other
words, these systems should be left unchanged. The primary reason for these systems being
treated as black boxes was: that a system was in use to support business processes
delivering other products, that it did not belong to the ING Bank, or that its content was
used by other systems. A prominent example was the involved financial information
system, which was also intensively used by the ING's general ledger system.
Analysis
The analysis phase involved a thorough study of the product specification of the CAS and
LFI products. This analysis was carried out in three months by a mixed team of seven
consultants and banking professionals. Considerable effort was required (and spent) on
training all team members with the PBD way of information analysis and reporting. It
proved to be hard for people familiar with the existing business process to release the
existing conceptions on the ordering and content of work. Moreover, business people
tended to find the information-driven analysis not always that appealing. Also, some
attention had to be paid in maintaining a comparable level of detail in the description of
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information elements delivered by different project team members. Finally, periodic
meetings and inspections were required to ensure that information elements were specified
only once.
The initial, complete product-data model comprised 580 information elements.
Somewhat over 120 information elements were linked to the initial application for credit
and the characteristics of the client. Almost half of all the information elements were
associated with the tender sent to a client in response to a credit application, which
specified the conditions under which the loan could be granted. Other information elements
were the result of e.g. checks, intermediate credit calculations, and internal
communications.
After the initial analysis and design phase, the decision was taken to determine the
overlap of product-data models of the CAC and LFI products on the one hand, and the
remaining four credit loan products on the other. This was to determine whether the
business process design on the basis of the initial product-data model could be used for
handling other credit products. Large similarities were found, which resulted in so-called
generic product-data models. In a generic product-data model, information elements are
included that may be used by a single product or by more products.
A specific part of the analysis phase concentrated on the information exchange with
the black box systems. As we explained in the previous section, these systems were to be
left unchanged. However, these systems provided relevant information for credit loans, e.g.
current credit rates, creditworthiness scores, etc. So, in order to obtain this information to
handle actual loan applications it was vital to obtain the information that was required to
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operate these systems. Context graphs were used to depict exchange relations, including the
number and names of the exchanged information elements.
When the analysis phase was concluded, a comparison was made between the found
information elements and the information being processed in the current business process.
It showed that almost 30 % of the originally obtained pieces of information were
superfluous, i.e. they could not be justified on the basis of the credit product specification.
Likely reasons for this part of information were historic system migrations, temporary
(marketing) needs, additions of cross-checks, etc.
Design
The design of the first business process version took place during the next two months of
the project. On the basis of the product-data model, an initial business process design was
derived. First, a set of workable tasks was determined that each incorporated one or more
production rules. At the highest level, the design pursued a depth-first strategy, ordering the
existing knock-out tasks in a sequential and optimal way. A certain knock-out within the
process was, for example, the applicant's appearance on a black list. In between the knock-
out tasks of the business process, tasks that were not causally related were structured
sequentially when there were strong ergonomic reasons for this and put in parallel
otherwise. For example, the respective tasks of entering general proposal data and entering
data for the proposal on the specific credit products offered were sequentially ordered,
because account managers thought this to be a natural order. However, on the basis of the
product-data model there were no reasons to order them. An example of tasks that were put
in parallel are the issuing of the order for the credit availability, the actual release, and the
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reporting to the Dutch National Bank Authority (DNB). So, at a low level, a breadth-first
strategy was pursued when this did not interfere with logical wishes of the business process
executors. A simplified version of the designed business process is depicted in Figure 3.
The business process is represented as a Petri net, where rectangles represent active parts of
the process (tasks) and circles the passive parts (milestone) (Aalst, 1998). Specific
production rules are not depicted.
Figure 3: Business process design for credit applications
One important additional measure was made that had an impact on the design. This
decision involved the authorization procedure and the memorandum we mentioned earlier.
Empirical study showed that the memorandum was in many cases not used by people
authorizing credit proposals. Only for the really difficult 30 % of credit applications, the
memorandum was seen by the people authorizing the proposals as adding value. As a
result, the formal policy proposed by the special workgroup included a so-called triage for
simple and difficult applications. Difficult applications would require an accompanying
memorandum, where simple ones would not. This distinction resulted in a similar
distinction within the business process design with a so-called Fast Track for simple
applications and a Regular track for complex ones (see the task "Determine track" in Figure
3). The development of a new application supporting the process actually simplified the
enforcement of this new policy, as account managers writing the proposals did not get the
opportunity to specify this kind of information anymore: the user-interface simply did not
include space for it when it was determined that the credit application was simple. Note that
the distinction of the two tracks is not given in by PBD, but made by the designers on the
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basis of an evaluation of empirical data. This stresses the point we made earlier about the
additional creativity that is required to deliver good designs.
The next stage of the design phase of the project involved the extension of the derived
business process model with the other credit products, which we will not discuss here.
Evaluation
The evaluation of the business process design took place on several levels. In the first
place, the business process model was checked with the tool Woflan (Verbeek, Basten and
Aalst, 2000) to detect logical errors, such as dead-locks and improper completion options.
Manual inspections on the ordering of the production rules were performed to check their
consistency with the product-data model. The latter activity was rather laborious, which
gave rise to the need for automated support.
With respect to the validation of the derived business process model, the first
validation step took place within the project group. Halfway through the project, the project
group was extended with business professionals from office branches that worked on
handling credit applications and had deep knowledge of the existing process and common
work practice. On the basis of their comments, stricter orderings were made within the
business process to enhance its usability. A second validation step took place by designing
Graphical User Interfaces (GUI) windows of the process support system to be designed. For
each task of the business process, one or more GUI windows were designed. A GUI
window displayed all the information elements that were available for carrying out the
corresponding task and also displayed the information elements of which the values should
be determined within this task. Although the windows were "dumb", i.e. no production
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rules were involved, this way of validation indicated a number of information elements (+/-
20) that were not completely well-defined, and a smaller number of missing information
elements. The design was corrected in response to these findings.
A thorough performance evaluation of the designed business process with respect to
the work capacity took place with the Petri-net based simulation tool ExSpect (Hee, Somers
and Voorhoeve, 1989). The structure of the process design as a Petri-net was extended in
ExSpect with a stochastic arrival pattern of new loan applications, stochastic timing of the
separate tasks, stochastic routing behavior at splitting points, dependencies between non-
automatic tasks and their required human operators, and the availability patterns of the
various resources. All this information was derived from actual information on the existing
process if possible and on expert estimates otherwise. The ExSpect capabilities of
simulation subruns and reliability intervals were used to determine whether effects on the
various indicators were significant.
The simulation study indicated an expected decrease of labor hours of 40 %.
Alternative business process designs with e.g. different orderings of tasks were also
studied, but did not yield significantly higher expected savings. The single entry of each
piece of information, the identification of the "Fast Track" and the automated, integrated
support to the workforces by the new process support system were identified as the major
sources of efficiency gains. On a minor scale, a more-focused definition of tasks
contributed to the efficiency gains. A simultaneous independent evaluation of the Human
Resources task group of the BPR project group on the basis of the new task descriptions
rendered almost the same expected gain.
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The final step in the evaluation phase was a pilot project for two of the twenty
districts the ING operates during the last months of 2000. The pilot projects were
conducted when the process support system was being developed, so only the new
procedure – including the single recording of information and the different tracks – was
used in handling some 140 new applications. The pilot evaluation indicated an efficiency
increase of 15 % and a reduction of the flow time to an average of less than 1 working day.
On a more qualitative level, the business process design was evaluated by the business
professionals as both workable and agreeable. The throughput time and the qualitative
evaluation were highly satisfactory given the project goals, but the efficiency increase was
slightly disappointing – despite the lack of automated support of the new business process.
Closer inspection indicated that the ratio of simple and complex applications during the
pilot project was 41:59 instead of the 70:30 assumed during the design and performance
evaluation. Not only was there a coincidental increase of difficult applications, it was also
found that people were rather reluctant to decide that an application was simple, even when
the formal definition was satisfied. Also, a considerable learning effect had taken place.
This could be established on the basis of the number of calls to the support desk, which
steeply declined when the pilot project continued. Overall, the results of the pilot project
were thought to be convincing enough to decide on a roll-out of the new business process
design throughout the Dutch ING branches and further development of the new process
support system. These activities have continued throughout 2001 and 2002.
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CONCLUSION
In this paper, both the theory and practice of designing a business process in a product-
based way have been presented. By taking the product as a starting point many of the
problems related to participative approaches can be avoided. By now, the Dutch
consultancy branch of Deloitte & Touche have applied the method presented in this paper
in three other client engagements. The advantages of PBD can be summarized as follows:
- It enables a rational decision making process on the parts to include in a new process
design, as it explicitly builds on product characteristics.
- Its design process is formal and explicit which greatly helps the justification of the final
design.
- Its deliverables are formal and explicit which diminishes the risks on misunderstanding
between involved parties.
These factors are very different from the traditional BPR approach we sketched. On the
other hand, a PBD effort is very labor-intensive, as product specifications are to be
analyzed thoroughly. The cost involved should be related to the expected gains of the BPR
effort. PBD seems to be cost-effective in information-intensive settings with relatively high
volumes of cases (e.g. banks, insurance companies, government agencies). We also
experienced that traditional IT departments had difficulties in accepting a practice different
from developing new systems first and then molding the business process to using them.
Creating awareness as well as training of the project members seems to be a prerequisite for
successfully applying PBD.
23
The method of product-based process design is a promising new way of executing
BPR initiatives. A practical boost would come from the development of tools to specify
product-data models and derive business processes from it. Also, a tighter integration with
(component-based) system development methodologies seems possible. Production rules
offer a good basis for specifying the functionality of information systems that are to be
developed. Already, we had some good experiences with prototyping on the basis of the
PBD deliverables (Crom and Reijers, 2001). A direction for integrating PBD with a
component-based system development methodology is given by Reijers and Van der Toorn
(2002). We hope that the spirit of PBD – a rational and formal approach of BPR – will
positively contribute to the BPR projects that will be executed in the next coming years.
REFERENCES
AALST, W.M.P. van der (1998): The application of Petri nets to workflow management.
The Journal of Circuits, Systems and Computers 8(1): 21-66.
AALST, W.M.P. van der (1999): On the automatic generation of workflow processes based
on product structures. Computers in Industry 39 (2): 97-111.
AALST, W.M.P. van der (2000): Reengineering knock-out processes. Decision Support
Systems 30(4): 451-468.
AALST, W.M.P. van der, REIJERS, H.A. and LIMAM, S. (2001): Product-based
workflow design. Proc. of the Sixth International Conference on Computer Supported
Cooperative Work in Design, Ottawa, Canada, 397-402, NRC Research Press.
24
ALDOWAISAN, T.A. and GAAFAR, L.K (1999): Business process redesign: an approach
for process mapping. Omega 27(5): 515-524.
CARR, D. and JOHANSSON, H. (1995): Best Practices in Reengineering. New York,
McGraw-Hill.
DELOITTE RESEARCH (2002): Top ten global banking and securities trends 2002. New
York, Deloitte Research.
CROM, P.J.N. and REIJERS, H.A. (2001): Using prototyping in a product-driven design of
business processes. Proc. of the Open Enterprise Solutions: Systems, Experiences, and
Organizations Conference, Rome, 41-47, Luiss Edizione.
GERRITS, H. (1994): Business modeling based on logistics to support business process re-
engineering. In Business process re-engineering: information systems opportunities and
challenges. GLASSON, B.C. (ed.). Amsterdam, Elsevier Science.
GROVER, V., JEONG, S.R., KETTINGER, W. and TENG, S.R (1995): The
implementation of business process reengineering. Journal of Management Information
Systems 12(1): 109-144.
HAMMER, M. and CHAMPY, J. (1993): Reengineering the corporation. London, Nicolas
Brealey Publishing.
HEE, K.M. van, SOMERS, L.J. and VOORHOEVE, M. (1989): Executable specifications
for distributed information systems. Proc. of the IFIP TC 8 / WG 8.1 Working Conference
on Information System Concepts: An In-depth Analysis, Amsterdam, 139-156, Elsevier
Science. (For information on ExSpect also see www.exspect.com .)
25
HOFACKER, I. and VETSCHERA, R. (2001): Algorithmical approaches to business
process design. Computers & Operations Research 28(13), 1253-1275.
JABLONSKI, S. and BUSSLER, C. (1996): Workflow management: Modeling concepts,
architecture, and implementation. London, International Thomson Computer Press.
MANGANELLI, R. and KLEIN, M. (1994): The reengineering handbook: a step-by-step
guide to business transformation. New York, American Management Association.
ORLICKY, A. (1972): Structuring the bill of materials for MRP. Production and Inventory
Management, December, 1972, 19-42.
ORMAN, L.V. (1998): A model management approach to business process redesign.
Journal of Management Information Systems 15(1), 187-212.
REIJERS, H.A. and TOORN, R.A. (2002): Application development under architecture
within a BPR context. Proc. of the 6th Pacific Asia Conference on Information Systems,
659-673, Tokyo, Jasmin.
SHARP, A. and MCDERMOTT, P. (2001): Workflow modeling: Tools for process
improvement and application development. Boston, Artech House Publishers.
VERBEEK, H.M.W., BASTEN, T. and AALST, W.M.P van der (2001): Diagnosing
workflow processes using Woflan. The Computer Journal 44(4), 246-279.
26
1.credit facility
2.credit
agreement
3.credit
card
4.fiat and
release
5.card expiry
date
9.signed product
conditions
10.credit
limit
11.credit
compensation
12.creditabili-
ty check
8.credit id
19.date
expiry
17.signature
customer
16.product
conditions
27.salary
account nr
28.minimal
income month
23.
base
24.sur-
charge
25.rcf start
date
18.
intrest
6.credit
proposal
20.collection
amount
21.collection
expiry date
7.employee
14.employee
name
15.employee
function
30.
name
31.
address
32.house
number
33.
ZIP
34.
place
35.
tel.
36.day
of birth
37.birth
place
30.
name
8.credit id
25.rcf start
date
29.
customer
26.salary
account
22.type
13.automatic
collection
Figure 1: A credit facility example
27
1
2
3
321
Figure 2: Breadth-first and depth-first processes
28
Authorize
com m ercially
Validity expired
Rem ove
proposal
Credit
application
Issue availability
Determ ine
product data
Record deviant
tariffs
Determ ine track
W rite
m em orandum
Check data entry
Authorize
deviation credit
Process
authorization
Entry proposal
data
Entry product
proposal data
Record legal act
data
Produce
proposal/acts
Identify
borrowers
Carry out checks
Record
application data
Determ ine risk
ratio
Determ ine
product fit
Determ ine
securities
Authorized
Checks passed
Regular track
Record receival
Credit release
Conclude
application
Transfer
application
Authorize
application
Signed proposal
Report DNB
Fast track
Checks not passed
Not authorized
Figure 3: Business process design for credit applications

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Product-Based Design Improves Financial Process Reengineering

  • 1. 1 Product-Based Design of Business Processes Applied within the Financial Services H.A. Reijers Eindhoven University of Technology, Department of Technology Management, P.O. Box 513, NL-5600 MB, Eindhoven, The Netherlands e-mail: h.a.reijers@tue.nl ABSTRACT Business Process Reengineering (BPR) is an important instrument to boost the performance of business processes. In this paper, the Product-Based Design method is presented that supports BPR. It is especially suitable to reengineer processes that support information- intensive products such as bonds, mortgages, and loans. Inspired by manufacturing principles, the structure of an information-intensive product is decomposed into a structure of informational elements which are used to derive the lay-out of an improved process design. Using this formal approach, many problems encountered with prevailing BPR practice are circumvented. This paper includes a description of the application of this method to credit processing within the ING Bank Nederland, a large Dutch bank. In this particular case, substantial savings in cost and flow time are achieved. Keywords: Business Process Reengineering, Process Design, Case study, Financial Sector. Classification: J.1, H.4
  • 2. 2 INTRODUCTION One of the top challenges for banks and securities in the coming years is to "rethink" their businesses and align cost-cutting with revenue generation (Deloitte Research, 2002). Undoubtedly, this will revitalize the reengineering movement, which took off in the early 90s. Business Process Reengineering (BPR) aims at drastically changing the structure of a business process in combination with a wide-scale use of information technology (IT) (Hammer and Champy, 1993). Despite the flood of BPR-related literature in the past years, it is interesting to note the relative methodological immaturity of the field (see e.g. Sharp and McDermott, 2001). An identification of the challenges involved with BPR may help to clarify this. A BPR initiative is commonly seen as a twofold challenge (e.g. Manganelli and Klein, 1994; Carr and Johansson, 1995) as follows: - A technical challenge, which is due the difficulty of developing a business process design that is a radical improvement of the current design. - A sociocultural challenge, resulting from the severe organizational effects on the involved people, which may lead them to react against those changes. Apart from these challenges, the project management of a BPR initiative itself is also named as a BPR challenge (e.g. Grover, Jeong, Kettinger and Teng, 1995). Project management is concerned with managing both the technical and sociocultural challenge throughout the BPR initiative. Most literature on the BPR subject is characterized by (Aalst, 2000) the following:
  • 3. 3 - A strong focus on the sociocultural and project management challenges instead of on the technical challenge. - An anecdotal, qualitative, and descriptive point of view, rather than a universal, quantitative and prescriptive approach. If one tries to find an answer to the question how to radically reengineer a specific business process, the results are disappointing. The method of Product-Based Design (PBD) is one of the few approaches that aims to address the technical challenge of BPR in a rational and formal way (Aalst, Reijers and Limam, 2000; Reijers and Voorhoeve, 2000). Earlier applications of PBD have been described by Crom and Reijers (2001) and Reijers and Van der Toorn (2002). The essential idea behind PBD is the translation of a basic manufacturing concept: similar to the Bill-Of- Material (BOM) being used in manufacturing to organize assembly lines, the structure of an information-intensive product such as a loan or mortgage is used to derive a favorable business process design. This idea has first been put forward by Van der Aalst (1999). To our knowledge, only a few other methods provide a comparable degree of tangible BPR guidance (Orman, 1998; Aldowaisan and Gaafar, 1999; Hofacker and Vetschera, 2001). In contrast to these, however, PBD takes a clean-sheet approach, i.e. the structure of the existing process and its division into tasks are not the starting points for the redesign. The purpose of this paper is to combine theory with practice by the presentation of the essential aspects of PBD on the one hand and its actual application in a real setting on the other. The latter is achieved by the presentation of a case description of a BPR project within the ING Bank Nederland, a large Dutch bank. The PBD method was applied to
  • 4. 4 reengineer the bank's business process for handling credit applications of commercial parties. The structure of the paper is as follows. First we will explain the essentials of PBD, and compare its characteristics with popular BPR approaches. Next, the case description is given. We end this paper with a general reflection on PBD and directions for further research. PRODUCT-BASED DESIGN EXPLAINED Prevailing BPR practice Concerning the design of new business processes it is striking that there is a lack of prescriptive methods. Despite the abundance of handbooks that are advertised as "step-by- step guides to business transformation" (e.g. Manganelli and Klein, 1994), this kind of work seems to be primarily aimed at impressing a business audience. At best it gives some directions to manage organizational risk, but commonly lacks actual technical direction to design or redesign a business process. Even the classic work of Hammer and Champy (1993) devotes only 14 out of 250 pages to this issue, of which in fact 11 pages are used for the description of a case. Gerrits (1994) already commented: "In the literature on BPR, examples of successful BPR implementations are given. Unfortunately, the literature restricts itself to descriptions of the 'situation before' and the 'situation after', giving very little information on the redesign process itself." More recently by Sharp and McDermott (2001): "How to get from the as-is to the to-be [in a BPR project] isn't explained, so we conclude that during the break, the famous ATAMO procedure is invoked – And Then, A Miracle occurs".
  • 5. 5 By absence of well-founded and proven design methods companies often turn to organizing workshops to design processes. In the participative approach that is followed, external consultants encourage internal specialists to critically assess an existing process. Each internal specialist is representing a stakeholder party for the process at hand: the department that is executing it, its management, the internal accountant, the marketing department, the financial department, etc. Problem areas are identified that are targeted for improvement. Using brain storm techniques, best practices, and design heuristics creativity among the participants is stimulated to think of new ways of organizing individual tasks within the process or the process structure as a whole. This way of working aims at delivering process designs that appease all workshop members. In practice, this overall satisfaction is usually attained by abstracting from the details, because this is the most effective way to circumvent conflicts. Conflicts on a substantial level are unavoidable as, for example, a marketing manager's view on what is necessary and what is superfluous within a process will be different from a financial specialist's. Another effect of this approach is that designs resulting from this approach are often incomplete, because they only reflect the expertise present at a workshop. In particular, the IT discipline is not always represented as they are seen as responsible for the implementation – not the design. The resulting design is subsequently handed over to the implementation team, which typically consists of system developers and integrators. The IT-orientation of the implementation team is partly understandable, as BPR is nowadays hardly ever executed without exploiting the benefits of new information technology such as business process management systems or knowledge management systems (Sharp and McDermott, 2001).
  • 6. 6 Also, existing organizations always utilize technology of all sorts onto which the new process design should integrate. (Note that the integration of a new process with existing information systems is an issue rather of system integration and not strictly of system development.) However, because the process design is incomplete and superficial it puts an incredible burden on such an implementation team. All kinds of additional analyses are required to find out how the existing process is affected, which systems are involved, which information is required for people to do their work in this new way, what the procedures will be, etc. Understandably this takes time – which aggravates the rest of the organization – and it requires the implementation team to fill in the gaps of the design – which is not budgeted for and may even annul the expected improvements. Essentials of PBD Product Based Design (PBD) is basically a translation of a manufacturing concept to the world of administrative processes, such as found in banking, insurance, governmental agencies, etc. Material Requirements Planning, often referred to as MRP-I, determines the production schedule based on the ordered quantifies, current stock, and the composition of a product as specified in a so-called Bill-of-Material (Orlicky, 1972). In other words, production is driven by the structure of the product. With PBD the structure of an informational product, such as a mortgage loan or a social insurance permit, is decomposed into a structure of informational elements which are used to derive a process design. This idea is visualized in Figure 1, which shows how the information can be decomposed that is required for handling applications for a credit facility. Figure 1: A credit facility example
  • 7. 7 Actual information elements of an administrative product may be related to each other in several ways. Consider the credit facility example of Figure 1. One of the essential pieces of information that is to be delivered in handling an application for such a facility is the credit proposal (6). The figure expresses that creating such a proposal requires a credit id (8), signed product conditions (9), a specified credit limit (10), a specified credit compensation scheme (11), a satisfactory outcome of the creditability check (12), an automatic collection specification (13), an indication of the type of credit (22), an account on which salary payments are received (26), and customer information (29). If all these required pieces of information are both available and acceptable, a credit proposal can be made. Note that for the sake of readability, some information elements in Figure 1 are depicted twice – indicated by their gray coloring. PBD prescribes the explicit representation of the involved logic in the form of production rules. The production rule for the credit proposal may specify that the creditability check score should yield a value of at least 3 on a scoring scale of 1 to 5. Production rules are derived from explicit product specifications, such as banking regulations, product descriptions, administrative organizational procedures, etc. The information elements that are required to produce others may themselves be decomposed in a comparable way. At the lowest level, information elements are found that are elementary and non-decomposable, for example: the interest base used within the bank (23). These information elements typically represent information that should be derived from the customer, the process owner, or even a third party.
  • 8. 8 Note that the relations between information elements in the form of production rules may be rather complex. For example, the age of an applicant for a life insurance may be used to estimate both the involved health risks and the risks of work-related accidents. Secondly, there are typically multiple ways to derive the value of an information element, i.e. there may be more production rules available for the same information element. For example, health risks may be estimated using either a questionnaire or a full medical examination. All these types of dependencies can be taken account in a formal product-data model, which completely specifies all information elements and their production rules (Aalst et al., 2000). A new process design with PBD can then be derived on the basis of all of the following: (a) The product-data model. (b) Optimization goals. (c) Empirical data. Optimization goals are often formulated in the reduction of cost and flow time. The empirical data typically addresses aspects that influence these optimization criteria, such as the time and cost that is involved with determining values of information elements. Each process step in the newly derived process involves the gathering of information (of values of elementary information elements) or the processing of information (to derive the value of an information element on the basis of the values of information elements it can be decomposed into). Process steps are performed by human experts if it involves expertise that cannot be formalized and by computer programs otherwise. The precedence relations in the process design must respect the relations in the product-data model
  • 9. 9 (conformance) (Aalst et al., 2000), i.e. information cannot be used in a processing step if it is not created earlier. Aalst et al. (2000) describe two types of strategies for the derivation of a process design on the basis of a product-data model: breadth-first and depth-first. The breadth-first strategy optimizes the process design with respect to flow time, but possibly at high costs. It does so by pursuing maximal parallelism in the processing of information. In this way, its is possible that superfluous information is determined. The depth-first strategy minimizes the average costs of process execution, but with substantial longer flow times. The main issue in applying a depth-first strategy is to identify knock-outs: processing steps that, once completed, may stop the process. An example is the failure of an applicant to identify him- or herself. To achieve optimality, knock-outs should be ordered in a decreasing effort to produce the desired information and in an increasing order of termination probability (Aalst, 2000). Mixed strategies are also possible. The characteristic form of breadth-first and depth-first processes are visualized in Figure 2. Figure 2: Breadth-first and depth-first processes The former description is not intended to give the impression that the derivation of the process design from the product-data model is a completely mechanical procedure. Although the contours of the design are easily obtained as described, as well as the logic constraints that must be satisfied by it, a considerable effort must be spent in detailing the design in such a way that it conforms with the optimization goals. The measures of freedom for ordering (or not ordering) information elements are generally so large that not all
  • 10. 10 process lay-outs can be generated, let alone considered. A certain amount of creativity is still required to select the most hopeful scenario's, which can be further validated and evaluated. The case study that is to follow supports this point. Note that an important difference between PBD and traditional approaches is that PBD does not take the existing process as the starting point of the BPR initiative. Rather, it focuses on the very legitimization of the process: the products it should deliver. Although empirical data on the execution of an existing process may come in use for arguing the quality of a new design, PBD can be characterized as a relatively clean-sheet approach. PBD does not question the products to be delivered by a company. It puts them at the forefront to guide the design of a new process. It does require the company to have a clear view on their products. In this way, it can also be used to detect holes in product specifications. In short, PBD can deliver the fastest or least costly way of producing an information-intensive product by considering its essential ingredients. Earlier applications of PBD resulted in process designs that were radically different from the existing processes they replaced. Typically, flow time reductions of up to 35 % and reductions of operational cost of up to 75 % were achieved (Crom and Reijers, 2001). Note that the PBD method is explicitly focused on the so-called technical challenge of BPR. The success of any BPR initiative strongly depends on addressing sociocultural, organizational, and project management issues as well. Preferably, PBD should be incorporated in a comprehensive approach covering all these issues. We also believe that well-founded participative design approaches certainly have their merits (e.g. Sherwood- Smith, 1994; Hermann and Walter, 1998). In fact, in an earlier application of PBD we have used prototyping that heavily involved end-users to validate the new process design (Crom
  • 11. 11 and Reijers, 2001). What we do object to is the marginal importance of quantitative and analytic methods in the prevailing practice of process design. Having stressed these important issues above, we will focus in this paper on the phases a PBD project goes through from a technical perspective. The phases are as follows: - Scope: In this initial phase the process that will be subject to the redesign (or design) is selected. The redesign objectives for this business process are identified, as well as the limitations to be taken into consideration for the final design. - Analysis: A study of the product specification leads to its decomposition into data elements and their logical dependencies. The existing business process – if any – is studied to retrieve data that is both significant for designing the new business process and for the sake of evaluation. - Design: Based on the redesign (or design) objectives, the product specification decomposition and some estimated performance figures, one or several alternative business process structures are derived. A business process structure consists of tasks that retrieve or process data elements. - Evaluation: The alternative business process structures are verified, validated with end- users, and their estimated performance is analyzed in more detail. The most promising designs are presented to the commissioning management to assess the degree in which objectives can be realized and to select the design to be implemented. These phases are proposed to be executed in a sequential order, but in practice it is very plausible and sometimes desirable that iterations will take place. For example, the evaluation phase explicitly aims at identifying design errors, which may result in rework on the design.
  • 12. 12 We will use the presented phases of the PBD methodology as a structure for the case description in the following section. AN APPLICATION OF PBD Context The application of PBD we will describe in this section took place for the ING Bank. The ING Bank is part of the ING Group, which is a global financial institution of Dutch origin. The group is active in the field of banking, insurance, and asset management in 65 countries with more than 100,000 employees. The project in which we participated took place during the years 2000 and 2001. Its primary aim was to redesign the ING bank's business process for handling credit applications of commercial parties. This process is executed at all the 350 Dutch offices the ING Bank, handling about 35,000 applications for loans and credit facilities on a yearly basis. The project also involved the development of new applications, systems integration with existing applications, and the introduction of a Workflow Management System (see e.g. Jablonski and Bussler, 1996) to support the process execution. Overall, the size of the project team consisted of some 40 full-time equivalents. The project is still underway in 2002, rolling out the redesigned processes and new applications throughout the Dutch offices. Because of the size of the project, it is only possible to give the highlights on our experiences with the application of PBD. Scoping The credit application business process was selected for reengineering, because of the ING Bank's top management suspicions that considerable cost reduction could be achieved
  • 13. 13 within this business process. Earlier projects indicated large inefficiencies in current working practice. The initial boundaries of the redesign project were subsequently determined by selecting two products out of a range of six similar credit products: the current account credit (CAC) and the loan with fixed interest (LFI). At the time of selection, the two products generated 70 % of the total credit facility turnover of the ING Bank. After the initial business process design would be completed for these two products, the redesign of the other four products would follow. Initially, considerable effort had to be paid to further specify the scope of the redesign project. Illustrative for the involved issues is the specification of the redesign scope, which is as follows: - Increases of credit limits on existing CAC and LFI contracts were included in the redesign scope. - Within the redesign project the business processes would be considered for handling applications for CAC and LFI products up till the moment that the (first parcel of the) credit would be available to the client; processes to support the use of the credit facility were excluded. - The client segments considered within the redesign scope were all commercial parties, excluding the top multinational accounts and the private banking accounts. - The primary channel to be considered for the application of credit were those that stream in through the standing offices; all other channels (e.g. Internet) were initially excluded from the scope of the project. Considering this scope, the redesign objective for the project was formulated as follows:
  • 14. 14 Realize a substantial efficiency increase of the processes within the offices and operations for handling applications of LFI and CAC credit and shorten the throughput time of those processes by redesigning them from client to client using automation, outplacement, or rendering superfluous. The "substantial efficiency increase" was not formally made operational, but among the project members and project management a figure of 30 % was considered as a minimal requirement. With respect to the throughput time, an average of 2 working days was thought to be a good result. A short feasibility study was performed to assess the applicability of the PBD methodology. This study focused on the two following issues : 1. The adequateness of the material to base the PBD analysis upon. 2. The adequateness of the expected gains of applying PBD in this particular project. With respect to the first issue the information specified in the form of formal procedures, circulars, commercial objectives, etc. seemed in general adequate to describe most of the involved product specifics. One notable exception pertained to the authorization part of the business process: under what conditions would an account manager's tender for a credit loan be authorized for disclosure to a client? As it turned out, this part of the business process was governed rather by custom than by formal procedure. A special workgroup was established to formulate the company's policy in this area. The second issue was addressed with the outcomes of a previous project that identified as a primary source of inefficiency the multiple data-entry of similar information
  • 15. 15 during the business process execution. It was expected that a business process design based upon a non-redundant product-data model would elevate this inefficiency for the greatest part. The previous project also indicated that considerable time and effort was spent on writing an explanatory memorandum that accompanied the credit proposal. From a preliminary study of the product specification, the need for the memorandum did not become clear. As a final step of the first phase, a considerable number of information systems were identified that were not allowed to be subject to system development efforts. In other words, these systems should be left unchanged. The primary reason for these systems being treated as black boxes was: that a system was in use to support business processes delivering other products, that it did not belong to the ING Bank, or that its content was used by other systems. A prominent example was the involved financial information system, which was also intensively used by the ING's general ledger system. Analysis The analysis phase involved a thorough study of the product specification of the CAS and LFI products. This analysis was carried out in three months by a mixed team of seven consultants and banking professionals. Considerable effort was required (and spent) on training all team members with the PBD way of information analysis and reporting. It proved to be hard for people familiar with the existing business process to release the existing conceptions on the ordering and content of work. Moreover, business people tended to find the information-driven analysis not always that appealing. Also, some attention had to be paid in maintaining a comparable level of detail in the description of
  • 16. 16 information elements delivered by different project team members. Finally, periodic meetings and inspections were required to ensure that information elements were specified only once. The initial, complete product-data model comprised 580 information elements. Somewhat over 120 information elements were linked to the initial application for credit and the characteristics of the client. Almost half of all the information elements were associated with the tender sent to a client in response to a credit application, which specified the conditions under which the loan could be granted. Other information elements were the result of e.g. checks, intermediate credit calculations, and internal communications. After the initial analysis and design phase, the decision was taken to determine the overlap of product-data models of the CAC and LFI products on the one hand, and the remaining four credit loan products on the other. This was to determine whether the business process design on the basis of the initial product-data model could be used for handling other credit products. Large similarities were found, which resulted in so-called generic product-data models. In a generic product-data model, information elements are included that may be used by a single product or by more products. A specific part of the analysis phase concentrated on the information exchange with the black box systems. As we explained in the previous section, these systems were to be left unchanged. However, these systems provided relevant information for credit loans, e.g. current credit rates, creditworthiness scores, etc. So, in order to obtain this information to handle actual loan applications it was vital to obtain the information that was required to
  • 17. 17 operate these systems. Context graphs were used to depict exchange relations, including the number and names of the exchanged information elements. When the analysis phase was concluded, a comparison was made between the found information elements and the information being processed in the current business process. It showed that almost 30 % of the originally obtained pieces of information were superfluous, i.e. they could not be justified on the basis of the credit product specification. Likely reasons for this part of information were historic system migrations, temporary (marketing) needs, additions of cross-checks, etc. Design The design of the first business process version took place during the next two months of the project. On the basis of the product-data model, an initial business process design was derived. First, a set of workable tasks was determined that each incorporated one or more production rules. At the highest level, the design pursued a depth-first strategy, ordering the existing knock-out tasks in a sequential and optimal way. A certain knock-out within the process was, for example, the applicant's appearance on a black list. In between the knock- out tasks of the business process, tasks that were not causally related were structured sequentially when there were strong ergonomic reasons for this and put in parallel otherwise. For example, the respective tasks of entering general proposal data and entering data for the proposal on the specific credit products offered were sequentially ordered, because account managers thought this to be a natural order. However, on the basis of the product-data model there were no reasons to order them. An example of tasks that were put in parallel are the issuing of the order for the credit availability, the actual release, and the
  • 18. 18 reporting to the Dutch National Bank Authority (DNB). So, at a low level, a breadth-first strategy was pursued when this did not interfere with logical wishes of the business process executors. A simplified version of the designed business process is depicted in Figure 3. The business process is represented as a Petri net, where rectangles represent active parts of the process (tasks) and circles the passive parts (milestone) (Aalst, 1998). Specific production rules are not depicted. Figure 3: Business process design for credit applications One important additional measure was made that had an impact on the design. This decision involved the authorization procedure and the memorandum we mentioned earlier. Empirical study showed that the memorandum was in many cases not used by people authorizing credit proposals. Only for the really difficult 30 % of credit applications, the memorandum was seen by the people authorizing the proposals as adding value. As a result, the formal policy proposed by the special workgroup included a so-called triage for simple and difficult applications. Difficult applications would require an accompanying memorandum, where simple ones would not. This distinction resulted in a similar distinction within the business process design with a so-called Fast Track for simple applications and a Regular track for complex ones (see the task "Determine track" in Figure 3). The development of a new application supporting the process actually simplified the enforcement of this new policy, as account managers writing the proposals did not get the opportunity to specify this kind of information anymore: the user-interface simply did not include space for it when it was determined that the credit application was simple. Note that the distinction of the two tracks is not given in by PBD, but made by the designers on the
  • 19. 19 basis of an evaluation of empirical data. This stresses the point we made earlier about the additional creativity that is required to deliver good designs. The next stage of the design phase of the project involved the extension of the derived business process model with the other credit products, which we will not discuss here. Evaluation The evaluation of the business process design took place on several levels. In the first place, the business process model was checked with the tool Woflan (Verbeek, Basten and Aalst, 2000) to detect logical errors, such as dead-locks and improper completion options. Manual inspections on the ordering of the production rules were performed to check their consistency with the product-data model. The latter activity was rather laborious, which gave rise to the need for automated support. With respect to the validation of the derived business process model, the first validation step took place within the project group. Halfway through the project, the project group was extended with business professionals from office branches that worked on handling credit applications and had deep knowledge of the existing process and common work practice. On the basis of their comments, stricter orderings were made within the business process to enhance its usability. A second validation step took place by designing Graphical User Interfaces (GUI) windows of the process support system to be designed. For each task of the business process, one or more GUI windows were designed. A GUI window displayed all the information elements that were available for carrying out the corresponding task and also displayed the information elements of which the values should be determined within this task. Although the windows were "dumb", i.e. no production
  • 20. 20 rules were involved, this way of validation indicated a number of information elements (+/- 20) that were not completely well-defined, and a smaller number of missing information elements. The design was corrected in response to these findings. A thorough performance evaluation of the designed business process with respect to the work capacity took place with the Petri-net based simulation tool ExSpect (Hee, Somers and Voorhoeve, 1989). The structure of the process design as a Petri-net was extended in ExSpect with a stochastic arrival pattern of new loan applications, stochastic timing of the separate tasks, stochastic routing behavior at splitting points, dependencies between non- automatic tasks and their required human operators, and the availability patterns of the various resources. All this information was derived from actual information on the existing process if possible and on expert estimates otherwise. The ExSpect capabilities of simulation subruns and reliability intervals were used to determine whether effects on the various indicators were significant. The simulation study indicated an expected decrease of labor hours of 40 %. Alternative business process designs with e.g. different orderings of tasks were also studied, but did not yield significantly higher expected savings. The single entry of each piece of information, the identification of the "Fast Track" and the automated, integrated support to the workforces by the new process support system were identified as the major sources of efficiency gains. On a minor scale, a more-focused definition of tasks contributed to the efficiency gains. A simultaneous independent evaluation of the Human Resources task group of the BPR project group on the basis of the new task descriptions rendered almost the same expected gain.
  • 21. 21 The final step in the evaluation phase was a pilot project for two of the twenty districts the ING operates during the last months of 2000. The pilot projects were conducted when the process support system was being developed, so only the new procedure – including the single recording of information and the different tracks – was used in handling some 140 new applications. The pilot evaluation indicated an efficiency increase of 15 % and a reduction of the flow time to an average of less than 1 working day. On a more qualitative level, the business process design was evaluated by the business professionals as both workable and agreeable. The throughput time and the qualitative evaluation were highly satisfactory given the project goals, but the efficiency increase was slightly disappointing – despite the lack of automated support of the new business process. Closer inspection indicated that the ratio of simple and complex applications during the pilot project was 41:59 instead of the 70:30 assumed during the design and performance evaluation. Not only was there a coincidental increase of difficult applications, it was also found that people were rather reluctant to decide that an application was simple, even when the formal definition was satisfied. Also, a considerable learning effect had taken place. This could be established on the basis of the number of calls to the support desk, which steeply declined when the pilot project continued. Overall, the results of the pilot project were thought to be convincing enough to decide on a roll-out of the new business process design throughout the Dutch ING branches and further development of the new process support system. These activities have continued throughout 2001 and 2002.
  • 22. 22 CONCLUSION In this paper, both the theory and practice of designing a business process in a product- based way have been presented. By taking the product as a starting point many of the problems related to participative approaches can be avoided. By now, the Dutch consultancy branch of Deloitte & Touche have applied the method presented in this paper in three other client engagements. The advantages of PBD can be summarized as follows: - It enables a rational decision making process on the parts to include in a new process design, as it explicitly builds on product characteristics. - Its design process is formal and explicit which greatly helps the justification of the final design. - Its deliverables are formal and explicit which diminishes the risks on misunderstanding between involved parties. These factors are very different from the traditional BPR approach we sketched. On the other hand, a PBD effort is very labor-intensive, as product specifications are to be analyzed thoroughly. The cost involved should be related to the expected gains of the BPR effort. PBD seems to be cost-effective in information-intensive settings with relatively high volumes of cases (e.g. banks, insurance companies, government agencies). We also experienced that traditional IT departments had difficulties in accepting a practice different from developing new systems first and then molding the business process to using them. Creating awareness as well as training of the project members seems to be a prerequisite for successfully applying PBD.
  • 23. 23 The method of product-based process design is a promising new way of executing BPR initiatives. A practical boost would come from the development of tools to specify product-data models and derive business processes from it. Also, a tighter integration with (component-based) system development methodologies seems possible. Production rules offer a good basis for specifying the functionality of information systems that are to be developed. Already, we had some good experiences with prototyping on the basis of the PBD deliverables (Crom and Reijers, 2001). A direction for integrating PBD with a component-based system development methodology is given by Reijers and Van der Toorn (2002). We hope that the spirit of PBD – a rational and formal approach of BPR – will positively contribute to the BPR projects that will be executed in the next coming years. REFERENCES AALST, W.M.P. van der (1998): The application of Petri nets to workflow management. The Journal of Circuits, Systems and Computers 8(1): 21-66. AALST, W.M.P. van der (1999): On the automatic generation of workflow processes based on product structures. Computers in Industry 39 (2): 97-111. AALST, W.M.P. van der (2000): Reengineering knock-out processes. Decision Support Systems 30(4): 451-468. AALST, W.M.P. van der, REIJERS, H.A. and LIMAM, S. (2001): Product-based workflow design. Proc. of the Sixth International Conference on Computer Supported Cooperative Work in Design, Ottawa, Canada, 397-402, NRC Research Press.
  • 24. 24 ALDOWAISAN, T.A. and GAAFAR, L.K (1999): Business process redesign: an approach for process mapping. Omega 27(5): 515-524. CARR, D. and JOHANSSON, H. (1995): Best Practices in Reengineering. New York, McGraw-Hill. DELOITTE RESEARCH (2002): Top ten global banking and securities trends 2002. New York, Deloitte Research. CROM, P.J.N. and REIJERS, H.A. (2001): Using prototyping in a product-driven design of business processes. Proc. of the Open Enterprise Solutions: Systems, Experiences, and Organizations Conference, Rome, 41-47, Luiss Edizione. GERRITS, H. (1994): Business modeling based on logistics to support business process re- engineering. In Business process re-engineering: information systems opportunities and challenges. GLASSON, B.C. (ed.). Amsterdam, Elsevier Science. GROVER, V., JEONG, S.R., KETTINGER, W. and TENG, S.R (1995): The implementation of business process reengineering. Journal of Management Information Systems 12(1): 109-144. HAMMER, M. and CHAMPY, J. (1993): Reengineering the corporation. London, Nicolas Brealey Publishing. HEE, K.M. van, SOMERS, L.J. and VOORHOEVE, M. (1989): Executable specifications for distributed information systems. Proc. of the IFIP TC 8 / WG 8.1 Working Conference on Information System Concepts: An In-depth Analysis, Amsterdam, 139-156, Elsevier Science. (For information on ExSpect also see www.exspect.com .)
  • 25. 25 HOFACKER, I. and VETSCHERA, R. (2001): Algorithmical approaches to business process design. Computers & Operations Research 28(13), 1253-1275. JABLONSKI, S. and BUSSLER, C. (1996): Workflow management: Modeling concepts, architecture, and implementation. London, International Thomson Computer Press. MANGANELLI, R. and KLEIN, M. (1994): The reengineering handbook: a step-by-step guide to business transformation. New York, American Management Association. ORLICKY, A. (1972): Structuring the bill of materials for MRP. Production and Inventory Management, December, 1972, 19-42. ORMAN, L.V. (1998): A model management approach to business process redesign. Journal of Management Information Systems 15(1), 187-212. REIJERS, H.A. and TOORN, R.A. (2002): Application development under architecture within a BPR context. Proc. of the 6th Pacific Asia Conference on Information Systems, 659-673, Tokyo, Jasmin. SHARP, A. and MCDERMOTT, P. (2001): Workflow modeling: Tools for process improvement and application development. Boston, Artech House Publishers. VERBEEK, H.M.W., BASTEN, T. and AALST, W.M.P van der (2001): Diagnosing workflow processes using Woflan. The Computer Journal 44(4), 246-279.
  • 26. 26 1.credit facility 2.credit agreement 3.credit card 4.fiat and release 5.card expiry date 9.signed product conditions 10.credit limit 11.credit compensation 12.creditabili- ty check 8.credit id 19.date expiry 17.signature customer 16.product conditions 27.salary account nr 28.minimal income month 23. base 24.sur- charge 25.rcf start date 18. intrest 6.credit proposal 20.collection amount 21.collection expiry date 7.employee 14.employee name 15.employee function 30. name 31. address 32.house number 33. ZIP 34. place 35. tel. 36.day of birth 37.birth place 30. name 8.credit id 25.rcf start date 29. customer 26.salary account 22.type 13.automatic collection Figure 1: A credit facility example
  • 27. 27 1 2 3 321 Figure 2: Breadth-first and depth-first processes
  • 28. 28 Authorize com m ercially Validity expired Rem ove proposal Credit application Issue availability Determ ine product data Record deviant tariffs Determ ine track W rite m em orandum Check data entry Authorize deviation credit Process authorization Entry proposal data Entry product proposal data Record legal act data Produce proposal/acts Identify borrowers Carry out checks Record application data Determ ine risk ratio Determ ine product fit Determ ine securities Authorized Checks passed Regular track Record receival Credit release Conclude application Transfer application Authorize application Signed proposal Report DNB Fast track Checks not passed Not authorized Figure 3: Business process design for credit applications