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Creating channel migration strategies
for a Retail Bank using Analytics
Solution Overview
In years gone by, a single channel used to be all that banks needed to
deliver products or services to their customers. Customers are now
demanding much more choice. Research shows that multichannel
customers spend 20 to 30 percent more money, on average, than
single-channel ones do, and channels such as the Internet promise big
cost savings.
Yet multichannel marketing is harder than it might appear.
Retail banks are constantly struggling with managing high traffic in their
branches. Meanwhile customers who walk into their branches are the
costliest to serve and it is in the interest of the bank to steer customers
towards lower cost channels.
Business problem-Net banking, Phone banking, Mobile banking & other channels


     How do we migrate more savings account customers to register and activate their Net Banking and Mobile Banking accounts?
■	



     How do we increase the width of Net Banking & Mobile Banking usage with customers? Can we get customers to use Net
■

     Banking & Mobile Banking to “view balances” and also do transactions such as “fund transfer”?

     How do we prevent customers attriting from their month on month behavior? So how do we get them to remain “sticky” to Net
■

     banking & Mobile Banking?

     How do we engage the customer with a life cycle approach?
■




     Our approach




                             Integrated Customer                                        Analytical
                                View- Marketing                                         Solutions
                                      Data




     Integrated customer view – Marketing Data Mart


Integrated customer view is the first hurdle that any bank meets. It is important to have all customer/account / transaction data at
one place and to be able to link customers across their product holdings. In all probability, every product line within a bank sits on
a separate system (mainframes or database). The Customer Information System (CIS) should be able to link all customers from
various product systems and define the various relationships (house holding). If the Bank does not have a CIS system, then they
need to build a marketing data mart wherein individual customers /accounts need to be gathered from various systems and the
customer integration process begun.


Cequity can help banks build the robust retail banking industry marketing system that is scalable to
any size of business and also carry out the integration in a very seamless fashion.




                                                    MARKETING DATA MART
                    Customer Value
                                                       Customer Sales Data                            Campaign Management
                    Models
                                                           Customer Value
                                                                                                      Offer Management
                                                            Offer History
                    Price Sensitivity
                    Models
                                                      Offer Response History
                                                                                                      Offer Personalization
                                                           Offer Elasticity
                    Incremental Value
                                                   Response Incremental Value
                    Rules


                                                                                                     Marketing ROI
                                                                                                     Measurement &
                                                                                                     Reporting
This marketing data mart will include customer attributes plus transaction information across channels, product holding and daily
liability transaction detail linked with campaign history and response, including data quality processes and computation of a broad
array of standard marketing metrics.
                                                                            Channel Start/End Date
                                                                               Transaction Type
                                                                  Channel


                               Account Details




                                                                                                te a e
                                                                                              In d D Dat


                                                                                                          te
                                                        Account




                                                                                                  re te
                                                                                                       Ra
                               Type, Currency,




                                                                                         ive n rt

                                                                                                    st
                                                                                       ct ct E Sta
                               Status, Balance,




                                                                                     P od ct
                                                                                        Pr odu
                                                                                  Ef rodu uct
                               Branch




                                                                                           Pr
                                                            Customer
                                                       Customer Type




                                                                                    fe
                                                       Customer Segment
                                                       Customer Demographics
Using this marketing data mart attributes Cequity has the capability to build custom models and carry out a range of Analytical
Solutions designed to meet banks specific marketing needs and business objectives.


     Analytical Solution


     Cequity’s Customer lifecycle approach can be customized to allow us to treat each segment differently.
■	

     Depending on the stage in the lifecycle a variety of Analytical Models can be built to change customer behavior.
■




                                                                     NETBANKING
                                                                     CONSTRUCT




       New Acquisitions                            Registered but                                                  Registered but
                                                   never used                                                      used
      ß New Registrations
          of liability customers
      ß Acquisition score card
                                         ß Activation Model
                                         ß Campaign Construct redesigned
                                                                                            Dormant (Ever used                      Active Users (Ever
       Attrition-Proactive                  to use the model effieciently
                                                                                            but not used for last six               used in last six
       Retention                         ß Score cards by customer vintage
                                                                                            months)                                 months)


                                                                                                                            ß Migration of customers from
      ß Customers who remain                                                      ß Tough Nuts
                                                                                  ß Dormant reactivation                        non-financial towards financial
          in-active after dormant
          re-activation campaigns                                                         score card                            transactions
      ß                                                                           ß                                         ß
          Proactive retention activity                                                    Use Up-Sell score card                Segment migration tracking
                                                                                          once active                       ß   Dormancy prediction model




     Retail Banking Industry Solution Functionality


Customer Analytics


     Profile, segment and analyze the attributes, metrics                                  Create Analytical Models to predict channel migration
■                                                                                     ■

     and behavior of customers and prospects over time                                     cross-sell, up-sell, customer profitability etc.
     Visit patterns such as recency and frequency scoring index                            Customer acquisition and retention
■                                                                                     ■

     Create Channel penetration indices basis RFM                                          Demographic, geographic and psychographic attribute
■                                                                                     ■




Marketing Analytics


     Measure and analyze the incremental financial performance                             Marketing ROI
■                                                                                     ■

     of all marketing activities by campaign / promotion, marketing                        Response, offer redemption and promotion participation
                                                                                      ■

     channel, offer and individual customer or any other segment
     of customers
Our Services
CEQUITY’S services are powered with deep domain expertise and process excellence by adding Intelligence to Information. Our
banking Analytics consultants are capable of generating effective solutions to your business problems and quickly provide you with
a competitive price and turn-around time. Choose from a wide array of reports covering demographic trends, consumer spending
potential, business profiles, consumer segmentation, activity volumes and more.

Our Analytical Consultants are qualified to provide deep insights by objectively analyzing vast amount of customer transactional
lifestyle and secondary data to help make quick business impact. Our consultants have rich experience in key verticals like: financial
services, insurance, mortgage, retail, travel, entertainment & telecommunications.

Our analytics services include:


CEQUITY BIZACTION – Modeling Services

   Insight2Action Acquisition Models             Insight2Action Value-build Models           Insight2Action Retention Models

   Prospect Modeling and Scoring                 Cross-Sell/Up-Sell Analytics                Churn Prediction
   Lead Scoring and Enhancement                  Lifecycle Profiling                         Attrition Models
   Optimal Contact Strategy Development          Response/Conversion Modeling
   Portfolio Analysis                            CLTV Modeling Segmentation Models


About Cequity
Customer Equity Solutions (Cequity) Pvt. Ltd. is an IT-enabled Customer Experience Management Company which will help
enterprises improve marketing performance and accelerates customer relationships.

We help enterprises by combining data, technology and services to build actionable analytical marketing frameworks, optimize
marketing performance and accelerate real-time customer engagement. Thereby, enabling greater ROI on their marketing
technology investments. Cequity brings a blended perspective which allows companies to bring the power of Marketing automation
technology to business problems. Our services include:
   Customer Management Consulting                                       Managed Campaign Management Services
   Managed Analytics                                                    Marketing Operations and Measurement Services
   Marketing Database Solutions                                         Event Driven Marketing Services




Contact us:
                                        Customer Equity Solutions Pvt. Ltd.
INDIA                                                                                      USA
Mumbai Office:                                                                             Chicago Office:
105-106, 1st Floor, Anand Estate, 189-A, Sane Guruji Marg,                                 626, Grove Street, Evantson, IL 60201
Mahalaxmi, Mumbai-400 011, India
Phone: +91 22 23000133 / 23054039, Fax: +91 22 23053809

                          Website: www.cequitysolutions.com        Email: info@cequitysolutions.com

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Channel Migration Retail Banks

  • 1. Creating channel migration strategies for a Retail Bank using Analytics Solution Overview In years gone by, a single channel used to be all that banks needed to deliver products or services to their customers. Customers are now demanding much more choice. Research shows that multichannel customers spend 20 to 30 percent more money, on average, than single-channel ones do, and channels such as the Internet promise big cost savings. Yet multichannel marketing is harder than it might appear. Retail banks are constantly struggling with managing high traffic in their branches. Meanwhile customers who walk into their branches are the costliest to serve and it is in the interest of the bank to steer customers towards lower cost channels.
  • 2. Business problem-Net banking, Phone banking, Mobile banking & other channels How do we migrate more savings account customers to register and activate their Net Banking and Mobile Banking accounts? ■ How do we increase the width of Net Banking & Mobile Banking usage with customers? Can we get customers to use Net ■ Banking & Mobile Banking to “view balances” and also do transactions such as “fund transfer”? How do we prevent customers attriting from their month on month behavior? So how do we get them to remain “sticky” to Net ■ banking & Mobile Banking? How do we engage the customer with a life cycle approach? ■ Our approach Integrated Customer Analytical View- Marketing Solutions Data Integrated customer view – Marketing Data Mart Integrated customer view is the first hurdle that any bank meets. It is important to have all customer/account / transaction data at one place and to be able to link customers across their product holdings. In all probability, every product line within a bank sits on a separate system (mainframes or database). The Customer Information System (CIS) should be able to link all customers from various product systems and define the various relationships (house holding). If the Bank does not have a CIS system, then they need to build a marketing data mart wherein individual customers /accounts need to be gathered from various systems and the customer integration process begun. Cequity can help banks build the robust retail banking industry marketing system that is scalable to any size of business and also carry out the integration in a very seamless fashion. MARKETING DATA MART Customer Value Customer Sales Data Campaign Management Models Customer Value Offer Management Offer History Price Sensitivity Models Offer Response History Offer Personalization Offer Elasticity Incremental Value Response Incremental Value Rules Marketing ROI Measurement & Reporting
  • 3. This marketing data mart will include customer attributes plus transaction information across channels, product holding and daily liability transaction detail linked with campaign history and response, including data quality processes and computation of a broad array of standard marketing metrics. Channel Start/End Date Transaction Type Channel Account Details te a e In d D Dat te Account re te Ra Type, Currency, ive n rt st ct ct E Sta Status, Balance, P od ct Pr odu Ef rodu uct Branch Pr Customer Customer Type fe Customer Segment Customer Demographics Using this marketing data mart attributes Cequity has the capability to build custom models and carry out a range of Analytical Solutions designed to meet banks specific marketing needs and business objectives. Analytical Solution Cequity’s Customer lifecycle approach can be customized to allow us to treat each segment differently. ■ Depending on the stage in the lifecycle a variety of Analytical Models can be built to change customer behavior. ■ NETBANKING CONSTRUCT New Acquisitions Registered but Registered but never used used ß New Registrations of liability customers ß Acquisition score card ß Activation Model ß Campaign Construct redesigned Dormant (Ever used Active Users (Ever Attrition-Proactive to use the model effieciently but not used for last six used in last six Retention ß Score cards by customer vintage months) months) ß Migration of customers from ß Customers who remain ß Tough Nuts ß Dormant reactivation non-financial towards financial in-active after dormant re-activation campaigns score card transactions ß ß ß Proactive retention activity Use Up-Sell score card Segment migration tracking once active ß Dormancy prediction model Retail Banking Industry Solution Functionality Customer Analytics Profile, segment and analyze the attributes, metrics Create Analytical Models to predict channel migration ■ ■ and behavior of customers and prospects over time cross-sell, up-sell, customer profitability etc. Visit patterns such as recency and frequency scoring index Customer acquisition and retention ■ ■ Create Channel penetration indices basis RFM Demographic, geographic and psychographic attribute ■ ■ Marketing Analytics Measure and analyze the incremental financial performance Marketing ROI ■ ■ of all marketing activities by campaign / promotion, marketing Response, offer redemption and promotion participation ■ channel, offer and individual customer or any other segment of customers
  • 4. Our Services CEQUITY’S services are powered with deep domain expertise and process excellence by adding Intelligence to Information. Our banking Analytics consultants are capable of generating effective solutions to your business problems and quickly provide you with a competitive price and turn-around time. Choose from a wide array of reports covering demographic trends, consumer spending potential, business profiles, consumer segmentation, activity volumes and more. Our Analytical Consultants are qualified to provide deep insights by objectively analyzing vast amount of customer transactional lifestyle and secondary data to help make quick business impact. Our consultants have rich experience in key verticals like: financial services, insurance, mortgage, retail, travel, entertainment & telecommunications. Our analytics services include: CEQUITY BIZACTION – Modeling Services Insight2Action Acquisition Models Insight2Action Value-build Models Insight2Action Retention Models Prospect Modeling and Scoring Cross-Sell/Up-Sell Analytics Churn Prediction Lead Scoring and Enhancement Lifecycle Profiling Attrition Models Optimal Contact Strategy Development Response/Conversion Modeling Portfolio Analysis CLTV Modeling Segmentation Models About Cequity Customer Equity Solutions (Cequity) Pvt. Ltd. is an IT-enabled Customer Experience Management Company which will help enterprises improve marketing performance and accelerates customer relationships. We help enterprises by combining data, technology and services to build actionable analytical marketing frameworks, optimize marketing performance and accelerate real-time customer engagement. Thereby, enabling greater ROI on their marketing technology investments. Cequity brings a blended perspective which allows companies to bring the power of Marketing automation technology to business problems. Our services include: Customer Management Consulting Managed Campaign Management Services Managed Analytics Marketing Operations and Measurement Services Marketing Database Solutions Event Driven Marketing Services Contact us: Customer Equity Solutions Pvt. Ltd. INDIA USA Mumbai Office: Chicago Office: 105-106, 1st Floor, Anand Estate, 189-A, Sane Guruji Marg, 626, Grove Street, Evantson, IL 60201 Mahalaxmi, Mumbai-400 011, India Phone: +91 22 23000133 / 23054039, Fax: +91 22 23053809 Website: www.cequitysolutions.com Email: info@cequitysolutions.com