CUSTOMER INTIMACY
IBM SPSS MODEL
Introduction – What is Customer
Intimacy?
• Customer intimacy – an innovative strategy for
helping organizations
• Increases customer lifetime value,
• Reduces customer turnover,
• Enhances up-sell and cross-sell opportunities
• Gain a holistic customer view that drives
improved interactions, business processes,
products and services.
History
• Previously, customer intimacy was build upon
the following disciplines:
– Customer experience management (CEM),
– Enterprise feedback management (EFM)
– Voice of the customer (VOC)
• The hidden value in the volumes of customer
data available with the business is rarely
unlocked and put to good use.
• Achieving the benefits of customer intimacy
requires an advanced capability for collecting,
analyzing and acting upon that data.
• IBM SPSS (statistical package for the
social sciences) is the standardized solution.
• A technology to transform data into actionable
insights that drive customer intimacy.
• Renders help to :
– Collect attitudinal data about customers
– Generate predictive insights about what customers
want and will do next
– Integrate insights into your company’s operational
systems (such as web, customer contact systems,
CRM) and product development processes
– Automate and optimize decisions at customer
interaction points.
• The four IBM SPSS product families:
1. DATA COLLECTION: Discover what
customers want
2. STATISTICS: Analyse your customer
data
3. MODELLING: Apply the power of
prediction
4. DEPLOYMENT: Execute, optimize and
automate
CUST_DATABASE IBM SPSS DATA COLLECTION
IBM SPSS S/W
FEEDBACKFROMTHECUSTOMER
IBM SPSS MODELER
IBM SPSS STATISTICS
IBM SPSS DEPLOYMENT
Creation of Surveys
Identifies most valuable
customers
Personalize predictive analysis
Real-time recommendations
DATA COLLECTION
• Helps you easily create surveys to reach
customers across multiple customer touch points
• Ability to collect feedback throughout the
customer lifecycle to create personalized and
timely interactions that generate better
outcomes
• “Why behind the what.”-
• Why customers buy your products;
• Why they prefer certain features;
• Why they will or won’t respond to promotions or marketing
campaigns;
• Why they might consider defecting to competitor;
STATISTICS
• After capturing attitudinal data with data collection,
you can combine that with demographic and
behavioural data in your customer database and
analyse it with the IBM SPSS statistics family of
products to extract even more insights.
• It determines which customers will most likely respond
favourably to marketing campaigns, analyzes response
rates to marketing offers and classifies contacts
according to characteristics.
• Using recency, frequency and monetary (RFM)
analysis :
– Increase the effectiveness of campaigns
– Decreasing marketing costs because you know precisely
which customers to target.
MODELLING
• The ability to anticipate what customers want and will
do next is an essential component of customer
intimacy.
• Ibm spss modeller - a versatile data and text analytics
workbench
– It enables you to build powerful predictive models using
survey data from data collection,
– Analytic results from statistics,
– Unstructured text data and other sources.
• With modeller, there is no guesswork,
– Able to identify the kind of customers you have,
– Look for similarities or differences in their behaviour and
– Ensure that your customer processes are based on actual
behaviour.
DEPLOYMENT
• IBM SPSS deployment product family delivers the customer insights
from the data collection, statistics and modeller families to your
front-line systems and decision-makers.
• Can quickly and easily determine which are the best candidates for
an up-sell, cross-sell or retention offer
• It leverages all of your customer information – including
transactions, purchases, call histories and web site visits – to
recommend the best action your staff should take.
• Real-time capabilities enable the software to make
recommendations based on the most up-to-date customer
information available, including information from other channels,
back office systems and real-time information entered by the end
user.
• Makes customer intimacy a part of the dna of your organization
through a closed loop “virtuous cycle” of insights and execution
that continually improves upon itself.
APPLICATION
• Customer intimacy in action: first tennessee bank
• First tennessee bank suspected it was wasting
thousands of dollars annually on its direct marketing
campaigns by focusing on products rather than
customers.
• Despite an abundance of data, the bank had little
insight into the preferences and behaviours of
individual customers.
• After implementing ibm spss software, first tennessee
gained a deep understanding of their customers and
sparked demand by targeting those with a propensity
to buy new products. The bank reduced its direct
mailing costs 20 percent while increasing its customer
response rate by 3.1 percent.
REFERENCES
LINKS:
• https://www.youtube.com/watch?v=5w0DTCVyUDg
• https://www.youtube.com/watch?v=eTHvlEzS7qQ&noredir
ect=1
• http://www.dummies.com/how-to/content/how-spss-
statistical-package-for-the-social-scienc.html
• http://www.ssc.wisc.edu/sscc/pubs/spss_students1.htm#L
earningMore
• FIRST TENNESSEE BANK:
https://www.youtube.com/watch?v=PrfVfakksy8

Customer Intimacy Using IBM SPSS

  • 1.
  • 2.
    Introduction – Whatis Customer Intimacy? • Customer intimacy – an innovative strategy for helping organizations • Increases customer lifetime value, • Reduces customer turnover, • Enhances up-sell and cross-sell opportunities • Gain a holistic customer view that drives improved interactions, business processes, products and services.
  • 3.
    History • Previously, customerintimacy was build upon the following disciplines: – Customer experience management (CEM), – Enterprise feedback management (EFM) – Voice of the customer (VOC) • The hidden value in the volumes of customer data available with the business is rarely unlocked and put to good use. • Achieving the benefits of customer intimacy requires an advanced capability for collecting, analyzing and acting upon that data.
  • 4.
    • IBM SPSS(statistical package for the social sciences) is the standardized solution. • A technology to transform data into actionable insights that drive customer intimacy. • Renders help to : – Collect attitudinal data about customers – Generate predictive insights about what customers want and will do next – Integrate insights into your company’s operational systems (such as web, customer contact systems, CRM) and product development processes – Automate and optimize decisions at customer interaction points.
  • 5.
    • The fourIBM SPSS product families: 1. DATA COLLECTION: Discover what customers want 2. STATISTICS: Analyse your customer data 3. MODELLING: Apply the power of prediction 4. DEPLOYMENT: Execute, optimize and automate
  • 6.
    CUST_DATABASE IBM SPSSDATA COLLECTION IBM SPSS S/W FEEDBACKFROMTHECUSTOMER IBM SPSS MODELER IBM SPSS STATISTICS IBM SPSS DEPLOYMENT Creation of Surveys Identifies most valuable customers Personalize predictive analysis Real-time recommendations
  • 7.
    DATA COLLECTION • Helpsyou easily create surveys to reach customers across multiple customer touch points • Ability to collect feedback throughout the customer lifecycle to create personalized and timely interactions that generate better outcomes • “Why behind the what.”- • Why customers buy your products; • Why they prefer certain features; • Why they will or won’t respond to promotions or marketing campaigns; • Why they might consider defecting to competitor;
  • 8.
    STATISTICS • After capturingattitudinal data with data collection, you can combine that with demographic and behavioural data in your customer database and analyse it with the IBM SPSS statistics family of products to extract even more insights. • It determines which customers will most likely respond favourably to marketing campaigns, analyzes response rates to marketing offers and classifies contacts according to characteristics. • Using recency, frequency and monetary (RFM) analysis : – Increase the effectiveness of campaigns – Decreasing marketing costs because you know precisely which customers to target.
  • 9.
    MODELLING • The abilityto anticipate what customers want and will do next is an essential component of customer intimacy. • Ibm spss modeller - a versatile data and text analytics workbench – It enables you to build powerful predictive models using survey data from data collection, – Analytic results from statistics, – Unstructured text data and other sources. • With modeller, there is no guesswork, – Able to identify the kind of customers you have, – Look for similarities or differences in their behaviour and – Ensure that your customer processes are based on actual behaviour.
  • 10.
    DEPLOYMENT • IBM SPSSdeployment product family delivers the customer insights from the data collection, statistics and modeller families to your front-line systems and decision-makers. • Can quickly and easily determine which are the best candidates for an up-sell, cross-sell or retention offer • It leverages all of your customer information – including transactions, purchases, call histories and web site visits – to recommend the best action your staff should take. • Real-time capabilities enable the software to make recommendations based on the most up-to-date customer information available, including information from other channels, back office systems and real-time information entered by the end user. • Makes customer intimacy a part of the dna of your organization through a closed loop “virtuous cycle” of insights and execution that continually improves upon itself.
  • 11.
    APPLICATION • Customer intimacyin action: first tennessee bank • First tennessee bank suspected it was wasting thousands of dollars annually on its direct marketing campaigns by focusing on products rather than customers. • Despite an abundance of data, the bank had little insight into the preferences and behaviours of individual customers. • After implementing ibm spss software, first tennessee gained a deep understanding of their customers and sparked demand by targeting those with a propensity to buy new products. The bank reduced its direct mailing costs 20 percent while increasing its customer response rate by 3.1 percent.
  • 12.
    REFERENCES LINKS: • https://www.youtube.com/watch?v=5w0DTCVyUDg • https://www.youtube.com/watch?v=eTHvlEzS7qQ&noredir ect=1 •http://www.dummies.com/how-to/content/how-spss- statistical-package-for-the-social-scienc.html • http://www.ssc.wisc.edu/sscc/pubs/spss_students1.htm#L earningMore • FIRST TENNESSEE BANK: https://www.youtube.com/watch?v=PrfVfakksy8