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                                                                                                                             CCR
                                                                                                                             world
     Could segmentation                       There may be a way to reduce wasted resources and
     work for you?
                                              finances chasing undesirable clients, while also targeting
     Article
     Briefing
                                              those customers that it may be worth investing in
     Column                                   By Gustavo Sousa



CLIENT SEGMENTATION:
HOW, WHEN AND WHY?
H
         istorically, organisations have      for a database are, in no particular order:   payments (ratios) through financial
         used segmentation in various            That the database is up to date  in       and book analyses of its data as at
         different departments, such as       other words, that the company that            today, using investigated reports;
marketing departments, where it is used       provides the database has the appropriate     however, this data is usually 12 to 18
to try and define or locate new target        mechanisms to permanently maintain all        months old.
clients.                                      the fields of each record as up to date          The goal has to be to establish their
   In the sales department, segmentation      as possible, which is associated with         future situation, months in advance, in
is usually applied to differentiate large-    the following:                                order to determine whether or not they
volume clients, who are treated differently      That the information provided is           are suitable for your portfolio and the
and receive different sales conditions        accurate, which depends on the                level of commercial risk you wish to
from the others, and to identify clients      information sources from which the            assume, avoiding unpleasant surprises
that consume certain products or services     data is obtained, in order to prevent         due to default.
in order to cross-sell or up-sell to      high average rates of returns, non-              You must also take into account that
increase sales.                               productive calls and visits and to gain       many companies that appear in the
   In the financial department, based         maximum advantage from its use.               Companies Registry are not active;
on my years of experience dealing with           Once the database has been                 they are companies that, in the current
the managers of these departments,            requested, the first variable usually         economic situation, have been forced to
segmentation is based on the level of         used to measure its efficiency is the         close and, for various reasons, have not
risk, the volume of risk, payment             returns rate. After this, the company         been cancelled by the registrars.
schedules and so on, for each client, in
order to monitor, control and accept, or
not, commercial risks.
                                              The goal has to be to establish their future
   A clients journey along the sales         situation, months in advance, in order to
pipeline, from its identification by the
marketing or sales department, its
                                              determine whether or not they are suitable
consideration as an asset of the              for your portfolio
company, and its ongoing relations
with the company, its loyalty, is where in    may measure the number of hits,               In most cases, these inactive
the majority of cases, potential client       contracted clients, response method           companies continue to appear in these
databases are required. In the early          indices, and so on.                           databases, with the consequent wasted
stages these can be either internal or           However, what should really be             resources from contacting them.
purchased from independent companies          asked beforehand is do they contain
that specialise in supplying these types      information on potential clients that I       Saving finances and resources
of services.                                  really want to approach? and are they       If a client with a high risk of payment
                                              clients that I want to have as an asset       default is not of interest to the
What kind of database?                        on my balance sheet?.                        company, how much marketing and
Companies need to grow on a yearly               You have to remember that no client        sales efforts, both in terms of finance
basis, in terms of sales or client volume,    transaction is signed today with              and resources, could be saved if you
and they therefore usually resort to          immediate payment. In reality, many           could make a prior segmentation
obtaining a database to identify new          months may go by between the order            based on the levels of default risk
business opportunities.                       being placed and the payment being            probability?
  In general, apart from the normal           collected, depending on the sector,              Clearly, you could make significant
segmentations by, for example,                product or service.                           savings in every department, as the
activity, sales, geographic location or          Solvency can be established from           investment would be oriented towards
employees, the two main requirements          the perspective of a companys                capturing only those potential clients


16                                                     www.CCRWorld.net                                                June 2010
COMMERCIAL CREDIT
CCR
world




that are of financial interest as assets to   months in advance and with an                   From investment in databases,
the company.                                  extremely high, empirical and truly         given the exceptionally low returns rate
   In the current economic and financial      demonstrable level of reliability and        no hits are lost due to out-of-date
climate, companies are operating in a         accuracy.                                   data.
changeable and precarious environment,           Moreover, they are affordable                By only approaching profitable clients
given the high levels of delinquency          instruments within reach of all types of    you remove between 30% and 40%
and its domino effect, and this problem       companies, due to their ease of access      of records with high levels of default
is one of the main reasons for the            and handling and their low cost.            probability.
disappearance of companies, and                  If, in addition to using databases           By eliminating inactive companies.
especially self-employed individuals, in      segmented using the aforementioned              By reducing the number of
Spain. It is therefore vital to take two      criteria, you use the suitable channels     delinquent clients and the associated
types of action:                              and means to approach current or            costs.
    Ensure that all marketing and             potential clients, offering each of             By reducing the percentage of the
commercial actions are directed towards       them, in a personalised manner, the         portfolio with risk of delinquency.
clients that do not have present or           product that suits their needs, this            By reducing the usual tension
future default risks, at least during the     will undoubtedly give you some very         between the risks and sales areas
next 12 months  you can leave the            powerful tools with which to ensure you     caused by the acceptance or rejection
rest for the competition!. This will          achieve your goals, regardless of the       of transactions.
prevent adding potentially dangerous          department in which the activity is            Increases and benefits have been
clients to your portfolio.                    carried out.                                found in the following areas:
    Carry out periodic and preventive            I could mention numerous success             From the efficiency of hits resulting
analyses of your client databases in          case studies, from large utilities,         from sales and marketing actions.
order to take preventive measures,            multinationals and financial institutions       Lower financial costs and increased
months in advance, against possible           to SMEs and self-employed individuals,      cashflows.
future payment defaults.                      in all types of business sectors in which       In sales.
                                              these types of services are requested:          From motivation of the sales network.
Where to find information                         For carrying out marketing and sales        From transactions accepted by the
Do these tools exist? Can this be done?       actions aimed solely at truly profitable    risk department.
Reality or fiction? The answers is, yes,      targets.                                        In the client
they do exist. There are databases                To establish periodic monitoring of     portfolio.
drawn up from personal interviews with        the credit quality of existing clients,        Why not put it
the managers directly responsible for         providing clear warning signs of default    into practice?
companies in Spain, in which the              months before the problem occurs,           CCRW
data provided is compared, updated            thereby enabling action to prevent it
and verified.                                    The results have been genuinely          Gustavo Sousa is
  These include tools such as Predictive      successful and quantifiable. Reductions     regional manager
Delinquency Rating, which indicates the       and savings have been made in the           for Iberinform Internacional, SAU
companys probability of default, 12          following areas:                            E-mail: gsousa@iberinform.es


June 2010                                             www.CCRWorld.net                                                          17
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CLIENT SEGMENTATION:HOW, WHEN AND WHY?

  • 1. COMMERCIAL CREDIT CCR world Could segmentation There may be a way to reduce wasted resources and work for you? finances chasing undesirable clients, while also targeting Article Briefing those customers that it may be worth investing in Column By Gustavo Sousa CLIENT SEGMENTATION: HOW, WHEN AND WHY? H istorically, organisations have for a database are, in no particular order: payments (ratios) through financial used segmentation in various That the database is up to date in and book analyses of its data as at different departments, such as other words, that the company that today, using investigated reports; marketing departments, where it is used provides the database has the appropriate however, this data is usually 12 to 18 to try and define or locate new target mechanisms to permanently maintain all months old. clients. the fields of each record as up to date The goal has to be to establish their In the sales department, segmentation as possible, which is associated with future situation, months in advance, in is usually applied to differentiate large- the following: order to determine whether or not they volume clients, who are treated differently That the information provided is are suitable for your portfolio and the and receive different sales conditions accurate, which depends on the level of commercial risk you wish to from the others, and to identify clients information sources from which the assume, avoiding unpleasant surprises that consume certain products or services data is obtained, in order to prevent due to default. in order to cross-sell or up-sell to high average rates of returns, non- You must also take into account that increase sales. productive calls and visits and to gain many companies that appear in the In the financial department, based maximum advantage from its use. Companies Registry are not active; on my years of experience dealing with Once the database has been they are companies that, in the current the managers of these departments, requested, the first variable usually economic situation, have been forced to segmentation is based on the level of used to measure its efficiency is the close and, for various reasons, have not risk, the volume of risk, payment returns rate. After this, the company been cancelled by the registrars. schedules and so on, for each client, in order to monitor, control and accept, or not, commercial risks. The goal has to be to establish their future A clients journey along the sales situation, months in advance, in order to pipeline, from its identification by the marketing or sales department, its determine whether or not they are suitable consideration as an asset of the for your portfolio company, and its ongoing relations with the company, its loyalty, is where in may measure the number of hits, In most cases, these inactive the majority of cases, potential client contracted clients, response method companies continue to appear in these databases are required. In the early indices, and so on. databases, with the consequent wasted stages these can be either internal or However, what should really be resources from contacting them. purchased from independent companies asked beforehand is do they contain that specialise in supplying these types information on potential clients that I Saving finances and resources of services. really want to approach? and are they If a client with a high risk of payment clients that I want to have as an asset default is not of interest to the What kind of database? on my balance sheet?. company, how much marketing and Companies need to grow on a yearly You have to remember that no client sales efforts, both in terms of finance basis, in terms of sales or client volume, transaction is signed today with and resources, could be saved if you and they therefore usually resort to immediate payment. In reality, many could make a prior segmentation obtaining a database to identify new months may go by between the order based on the levels of default risk business opportunities. being placed and the payment being probability? In general, apart from the normal collected, depending on the sector, Clearly, you could make significant segmentations by, for example, product or service. savings in every department, as the activity, sales, geographic location or Solvency can be established from investment would be oriented towards employees, the two main requirements the perspective of a companys capturing only those potential clients 16 www.CCRWorld.net June 2010
  • 2. COMMERCIAL CREDIT CCR world that are of financial interest as assets to months in advance and with an From investment in databases, the company. extremely high, empirical and truly given the exceptionally low returns rate In the current economic and financial demonstrable level of reliability and no hits are lost due to out-of-date climate, companies are operating in a accuracy. data. changeable and precarious environment, Moreover, they are affordable By only approaching profitable clients given the high levels of delinquency instruments within reach of all types of you remove between 30% and 40% and its domino effect, and this problem companies, due to their ease of access of records with high levels of default is one of the main reasons for the and handling and their low cost. probability. disappearance of companies, and If, in addition to using databases By eliminating inactive companies. especially self-employed individuals, in segmented using the aforementioned By reducing the number of Spain. It is therefore vital to take two criteria, you use the suitable channels delinquent clients and the associated types of action: and means to approach current or costs. Ensure that all marketing and potential clients, offering each of By reducing the percentage of the commercial actions are directed towards them, in a personalised manner, the portfolio with risk of delinquency. clients that do not have present or product that suits their needs, this By reducing the usual tension future default risks, at least during the will undoubtedly give you some very between the risks and sales areas next 12 months you can leave the powerful tools with which to ensure you caused by the acceptance or rejection rest for the competition!. This will achieve your goals, regardless of the of transactions. prevent adding potentially dangerous department in which the activity is Increases and benefits have been clients to your portfolio. carried out. found in the following areas: Carry out periodic and preventive I could mention numerous success From the efficiency of hits resulting analyses of your client databases in case studies, from large utilities, from sales and marketing actions. order to take preventive measures, multinationals and financial institutions Lower financial costs and increased months in advance, against possible to SMEs and self-employed individuals, cashflows. future payment defaults. in all types of business sectors in which In sales. these types of services are requested: From motivation of the sales network. Where to find information For carrying out marketing and sales From transactions accepted by the Do these tools exist? Can this be done? actions aimed solely at truly profitable risk department. Reality or fiction? The answers is, yes, targets. In the client they do exist. There are databases To establish periodic monitoring of portfolio. drawn up from personal interviews with the credit quality of existing clients, Why not put it the managers directly responsible for providing clear warning signs of default into practice? companies in Spain, in which the months before the problem occurs, CCRW data provided is compared, updated thereby enabling action to prevent it and verified. The results have been genuinely Gustavo Sousa is These include tools such as Predictive successful and quantifiable. Reductions regional manager Delinquency Rating, which indicates the and savings have been made in the for Iberinform Internacional, SAU companys probability of default, 12 following areas: E-mail: gsousa@iberinform.es June 2010 www.CCRWorld.net 17