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Know Thy Customer:
Enhancing Customer
Experiences with Analytics
Robert Dayton
Executive Vice-President
Business Analytics & Optimization
MINDSTREAM
Three transformative shifts are occurring
Cloud	
  Data	
   Engagement	
  
MINDSTREAM
New buyers, new markets
71% 8 in 10 35%
of	
  CEOs	
  say	
  technology	
  factors	
  
will	
  have	
  the	
  most	
  influence	
  
on	
  their	
  organiza9ons	
  over	
  the	
  
next	
  3-­‐5	
  years	
  
More	
  than	
  80%	
  of	
  new	
  IT	
  
investments	
  will	
  be	
  ini9ated	
  by	
  
the	
  Line	
  of	
  Business	
  
of	
  enterprise	
  IT	
  will	
  be	
  
managed	
  outside	
  of	
  the	
  IT	
  
department’s	
  budget	
  
MINDSTREAM
The Rising Voice of the Individual Customer
MINDSTREAM
The three imperatives of an evolving profession
Understanding	
  each	
  customer	
  as	
  an	
  individual	
  
Crea9ng	
  a	
  system	
  of	
  engagement	
  that	
  creates	
  value	
  at	
  every	
  touch	
  
Designing	
  a	
  brand	
  and	
  culture	
  so	
  that	
  they	
  are	
  authen9cally	
  one	
  
MINDSTREAM
CMO’s and CIO’s together in Paris
MINDSTREAM
IBM Global CMO Study
IBM Global CMO Study
MINDSTREAM
Social
Expects	
  a	
  response	
  
within	
  5	
  minutes	
  when	
  
contac3ng	
  a	
  company	
  
via	
  social	
  media	
  
Is	
  willing	
  to	
  trade	
  his	
  
info	
  for	
  a	
  personalized	
  
offering	
  	
  
	
  
Security
Won’t	
  return	
  to	
  a	
  
company	
  that	
  lost	
  his	
  
personalized,	
  
confiden3al	
  
informa3on	
  
Would	
  buy	
  more	
  if	
  he	
  
trusted	
  more	
  
Purchases	
  what	
  
his	
  social	
  network	
  
recommends	
  
Checks	
  an	
  app	
  as	
  
soon	
  as	
  he	
  wakes	
  up	
  
Mobile
Meet the engaged customer - the CMO’s target
MINDSTREAM
Price	
  
Op5miza5on	
  
Omni-­‐
Channel	
  
Next	
  Best	
  
Offer	
  
Next	
  Best	
  
Ac5on	
  
Data	
  Integra9on	
  1:1	
  
Marke5ng	
  
Predic9ve	
  Analy9cs	
  
Prescrip9ve	
  Analy9cs	
  
Integra9on	
  
SaaS	
  and	
  Applica9on	
  
Op9miza9on	
  
How is the voice of the customer being heard
MINDSTREAM
The discipline of marketing is changing
Marketers have always
protected the brand promise.
Designing your culture and brand
so they are authentically one.
TIMELESS 2012 2014
Marketers have always
been responsible for knowing
the customer.
Marketers have always been
responsible for defining what to
market, and how to market.
Understanding each customer Know each customer in context.
as an individual.
Creating a system of engagement
that maximizes value creation
at every touch.
Innovate and scale personally
relevant and rewarding experiences.
Co-create with customers,
employees and partners.
MINDSTREAM
The customer must be at the center of the evolution
41%of Social
Media comments
about the top mobile
companies expressed
frustration
88%of web buyers
abandoned an online
shopping cart without
completing a transaction
63%of all online adults
are less likely to buy from
the same company via other
channels if they experienced
a problem with a mobile
transaction
75%of consumers
move to another (more
costly) channel when online
customer service fails
Expecta5ons	
  are	
  Excep5onally	
  High	
  -­‐	
  as	
  are	
  Business	
  Impacts	
  
MINDSTREAM
Current state of ‘voice of the customer’ solutions
‘Type of
Data’ Silos
Text
Don’t Drive
Action
Lack of Pattern
Recognition Ability
They	
  have	
  their	
  challenges	
  
Voice
Web
Don’t Cover All
Touch Points
MINDSTREAM
13
CUSTOMER
RELATIONSHIP
DATA
WEB, VOICE,
AND SOCIAL
MEDIA
INTERACTIONS
SIGNAL
CREATION
ACTIONORCHESTRATION
ACKNOWLEDGE
ISSUES
OFFER
SOMETHING
FREE
GET AN
ENDORSEMENT IF
THE CUSTOMER IS
HAPPY
DATAPROCESSING
Real-Time Listening
We Believe in Happy Endings
Real-Time Decisions
Create Intelligent Voice of the Customer Solutions
MINDSTREAM
Innovating at the Speed of Life – IBM Smarter Commerce
MINDSTREAM
Complete customer insight requires all contextually
related information about the customer
How?
Interaction Data
•Email and chat transcripts
•Call center notes
•Web clickstreams
•In-person dialogues
Why?
Attitudinal Data
•Opinions
•Preferences
•Needs and desires
Who?Descriptive Data
•Attributes
•Characteristics
•Self-declared information
•Geographic &
demographics
What? Behavioral Data
•Orders
•Transactions
•Payment history
•Usage history
MINDSTREAM
Understanding the customer experience requires combining
digital, behavioral, sentimental and predictive analytics
Digital
Analytics
Quantitative Insights
•Web site and mobile traffic
data
•Customers in purchase
funnel
•Completed transactions
•Conversion metrics Behavior
Analytics
Qualitative Insights
•Surface Customer struggle
•Session replays to understand
customer journey
•Identify impacted customers
Social
Media
Analytics
Sentiment Insights
•Prevailing sentiments
•Affinities and correlations
•Share of voice
•Relevant relationships
•Potential risks
Predictive
Customer
Intel.
Anticipated
Preference Insights
•Automated, optimized
real-time decisions
•Next best offer
•Reduce churn, improve
lifetime value
MINDSTREAM
Innovation that matters
Challenges	
   Opportuni5es	
  
Lack	
  of	
  visibility	
  into	
  the	
  online	
  and	
  
mobile	
  customer	
  experience	
  	
   •  View	
  same	
  content	
  and	
  process	
  that	
  the	
  customer	
  sees	
  
Where	
  and	
  why	
  are	
  customers	
  
struggling?	
  
•  Analyze	
  business	
  process	
  health,	
  customer	
  ac9vity	
  and	
  
performance	
  problems	
  
Incomplete	
  customer	
  content	
  and	
  
support	
  resources	
  leads	
  to	
  service	
  
escala9ons	
  
•  Provide	
  posi9ve,	
  in-­‐context	
  responses	
  on	
  first	
  call	
  	
  
Limited	
  customer	
  understanding	
  
reduces	
  the	
  effec9veness	
  of	
  the	
  
engagement	
  
•  Deliver	
  next	
  best	
  ac9on	
  based	
  upon	
  context	
  and	
  customer	
  profile	
  
MINDSTREAM
Deliver empowering digital experiences
Challenges	
   Opportuni5es	
  
Inconsistent	
  and	
  impersonal	
  experience	
  
across	
  channels	
  	
   •  Personalize	
  experience	
  via	
  preferred	
  channels	
  
Limited	
  understanding	
  of	
  interac9on	
  
effec9veness	
  	
   •  Understand	
  user	
  behavior	
  to	
  affect	
  conversion	
  rate	
  
Outdated,	
  incomplete	
  and	
  inaccurate	
  
content	
   •  Deliver	
  current,	
  relevant	
  and	
  9mely	
  content	
  across	
  channels	
  
Limited	
  social	
  capabili9es	
  
•  Deepen	
  rela9onships	
  with	
  social	
  
Website	
  updates	
  require	
  IT	
   •  Employ	
  user	
  accessible	
  tools	
  for	
  easy	
  site	
  management	
  	
  
MINDSTREAM
A portfolio of customer engagement solutions
Curate	
  
meaningful	
  
customer	
  
interac5ons	
  
Reinvent	
  
complex	
  B2B	
  
sales	
  
processes	
  
Ignite	
  and	
  
grow	
  
customer	
  
rela5onships	
  
Excep5onal	
  
experiences	
  
across	
  
channels	
  
Maximize	
  
customer	
  
loyalty	
  
Serve	
  and	
  
delight	
  your	
  
customers	
  
Digital	
  
prospects	
  into	
  
loyal	
  
customers	
  
Empowering	
  
digital	
  
experiences	
  
Personalize	
  
the	
  store	
  
experience	
  
MINDSTREAM
IBM ExperienceOne - Unifying the IBM Portfolio
Customer analytics
•  Digital and customer experience
analytics
•  Omni-channel customer engagement
•  Predictive customer intelligence
Omni-channel customer engagement
•  Real-time Personalized Mobile
Messaging
•  Opportunity detection and
campaign
•  IBM digital experience
•  ExtendingAPIs
Omni-channel merchandising
optimization
•  SmartPricing with WebSphere
commerce
•  Omni-channel customer engagement
•  Omni-channel customer analytics
Digital engagement
•  Real-time personalized mobile
messaging
•  Customer analytics
•  Real-time personalized product
and content recommendation
MINDSTREAM
Departmental analytic approaches are insufficient
* Econsultancy - 2013
58%
of companies have limited
or no understanding of
which usability issues
affect conversion*
91%
of companies have limited
or no understanding of
why people leave their
site without converting*
26%
of companies have a well-
developed strategy in
place for improving
customer experience.*
MINDSTREAM
The foundation of IBM’s ExperienceOne portfolio
MINDSTREAM
Make moments matter – IBM Smarter Commerce
MINDSTREAM
IBM ExperienceOne innovation – user experience
User Workflow and Experience Visualizations
and tool sets which create collaborative experiences that integrate processes
across organizations
MINDSTREAM
IBM ExperienceOne innovation – contextual view
User Workflow and Experience Visualizations
and tool sets which create collaborative experiences
that integrate processes across organizations
Contextual View
of the Customer
synthesize contextual
views of customer
behavior and activities
as they flow across
channels
MINDSTREAM
IBM ExperienceOne innovation – real-time personalization
User Workflow and Experience Visualizations
and tool sets which create collaborative experiences
that integrate processes across organizations
Contextual View
of the Customer
synthesize contextual
views of customer
behavior and activities
as they flow across
channels
Real-time Personalization richer
intelligence to deliver relevant, personalized
interactions across channels
MINDSTREAM
IBM ExperienceOne innovation - mobile
Mobile deepen behavioral
insights and harness device
innovations to enable
seamless engagement
Real-time Personalization richer
intelligence to deliver relevant, personalized
interactions across channels
Contextual View
of the Customer
synthesize contextual
views of customer
behavior and activities
as they flow across
channels
User Workflow and Experience Visualizations
and tool sets which create collaborative experiences
that integrate processes across organizations
MINDSTREAM
Call to action
The	
  CMO	
  and	
  CIO	
  need	
  to	
  team	
  together	
  
Leverage	
  investments	
  in	
  social	
  and	
  mobile	
  
Focus	
  on	
  business	
  outcomes	
  rather	
  than	
  technology	
  

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Know Thy Customer Analytics

  • 1. Know Thy Customer: Enhancing Customer Experiences with Analytics Robert Dayton Executive Vice-President Business Analytics & Optimization
  • 2. MINDSTREAM Three transformative shifts are occurring Cloud  Data   Engagement  
  • 3. MINDSTREAM New buyers, new markets 71% 8 in 10 35% of  CEOs  say  technology  factors   will  have  the  most  influence   on  their  organiza9ons  over  the   next  3-­‐5  years   More  than  80%  of  new  IT   investments  will  be  ini9ated  by   the  Line  of  Business   of  enterprise  IT  will  be   managed  outside  of  the  IT   department’s  budget  
  • 4. MINDSTREAM The Rising Voice of the Individual Customer
  • 5. MINDSTREAM The three imperatives of an evolving profession Understanding  each  customer  as  an  individual   Crea9ng  a  system  of  engagement  that  creates  value  at  every  touch   Designing  a  brand  and  culture  so  that  they  are  authen9cally  one  
  • 6. MINDSTREAM CMO’s and CIO’s together in Paris
  • 7. MINDSTREAM IBM Global CMO Study IBM Global CMO Study
  • 8. MINDSTREAM Social Expects  a  response   within  5  minutes  when   contac3ng  a  company   via  social  media   Is  willing  to  trade  his   info  for  a  personalized   offering       Security Won’t  return  to  a   company  that  lost  his   personalized,   confiden3al   informa3on   Would  buy  more  if  he   trusted  more   Purchases  what   his  social  network   recommends   Checks  an  app  as   soon  as  he  wakes  up   Mobile Meet the engaged customer - the CMO’s target
  • 9. MINDSTREAM Price   Op5miza5on   Omni-­‐ Channel   Next  Best   Offer   Next  Best   Ac5on   Data  Integra9on  1:1   Marke5ng   Predic9ve  Analy9cs   Prescrip9ve  Analy9cs   Integra9on   SaaS  and  Applica9on   Op9miza9on   How is the voice of the customer being heard
  • 10. MINDSTREAM The discipline of marketing is changing Marketers have always protected the brand promise. Designing your culture and brand so they are authentically one. TIMELESS 2012 2014 Marketers have always been responsible for knowing the customer. Marketers have always been responsible for defining what to market, and how to market. Understanding each customer Know each customer in context. as an individual. Creating a system of engagement that maximizes value creation at every touch. Innovate and scale personally relevant and rewarding experiences. Co-create with customers, employees and partners.
  • 11. MINDSTREAM The customer must be at the center of the evolution 41%of Social Media comments about the top mobile companies expressed frustration 88%of web buyers abandoned an online shopping cart without completing a transaction 63%of all online adults are less likely to buy from the same company via other channels if they experienced a problem with a mobile transaction 75%of consumers move to another (more costly) channel when online customer service fails Expecta5ons  are  Excep5onally  High  -­‐  as  are  Business  Impacts  
  • 12. MINDSTREAM Current state of ‘voice of the customer’ solutions ‘Type of Data’ Silos Text Don’t Drive Action Lack of Pattern Recognition Ability They  have  their  challenges   Voice Web Don’t Cover All Touch Points
  • 13. MINDSTREAM 13 CUSTOMER RELATIONSHIP DATA WEB, VOICE, AND SOCIAL MEDIA INTERACTIONS SIGNAL CREATION ACTIONORCHESTRATION ACKNOWLEDGE ISSUES OFFER SOMETHING FREE GET AN ENDORSEMENT IF THE CUSTOMER IS HAPPY DATAPROCESSING Real-Time Listening We Believe in Happy Endings Real-Time Decisions Create Intelligent Voice of the Customer Solutions
  • 14. MINDSTREAM Innovating at the Speed of Life – IBM Smarter Commerce
  • 15. MINDSTREAM Complete customer insight requires all contextually related information about the customer How? Interaction Data •Email and chat transcripts •Call center notes •Web clickstreams •In-person dialogues Why? Attitudinal Data •Opinions •Preferences •Needs and desires Who?Descriptive Data •Attributes •Characteristics •Self-declared information •Geographic & demographics What? Behavioral Data •Orders •Transactions •Payment history •Usage history
  • 16. MINDSTREAM Understanding the customer experience requires combining digital, behavioral, sentimental and predictive analytics Digital Analytics Quantitative Insights •Web site and mobile traffic data •Customers in purchase funnel •Completed transactions •Conversion metrics Behavior Analytics Qualitative Insights •Surface Customer struggle •Session replays to understand customer journey •Identify impacted customers Social Media Analytics Sentiment Insights •Prevailing sentiments •Affinities and correlations •Share of voice •Relevant relationships •Potential risks Predictive Customer Intel. Anticipated Preference Insights •Automated, optimized real-time decisions •Next best offer •Reduce churn, improve lifetime value
  • 17. MINDSTREAM Innovation that matters Challenges   Opportuni5es   Lack  of  visibility  into  the  online  and   mobile  customer  experience     •  View  same  content  and  process  that  the  customer  sees   Where  and  why  are  customers   struggling?   •  Analyze  business  process  health,  customer  ac9vity  and   performance  problems   Incomplete  customer  content  and   support  resources  leads  to  service   escala9ons   •  Provide  posi9ve,  in-­‐context  responses  on  first  call     Limited  customer  understanding   reduces  the  effec9veness  of  the   engagement   •  Deliver  next  best  ac9on  based  upon  context  and  customer  profile  
  • 18. MINDSTREAM Deliver empowering digital experiences Challenges   Opportuni5es   Inconsistent  and  impersonal  experience   across  channels     •  Personalize  experience  via  preferred  channels   Limited  understanding  of  interac9on   effec9veness     •  Understand  user  behavior  to  affect  conversion  rate   Outdated,  incomplete  and  inaccurate   content   •  Deliver  current,  relevant  and  9mely  content  across  channels   Limited  social  capabili9es   •  Deepen  rela9onships  with  social   Website  updates  require  IT   •  Employ  user  accessible  tools  for  easy  site  management    
  • 19. MINDSTREAM A portfolio of customer engagement solutions Curate   meaningful   customer   interac5ons   Reinvent   complex  B2B   sales   processes   Ignite  and   grow   customer   rela5onships   Excep5onal   experiences   across   channels   Maximize   customer   loyalty   Serve  and   delight  your   customers   Digital   prospects  into   loyal   customers   Empowering   digital   experiences   Personalize   the  store   experience  
  • 20. MINDSTREAM IBM ExperienceOne - Unifying the IBM Portfolio Customer analytics •  Digital and customer experience analytics •  Omni-channel customer engagement •  Predictive customer intelligence Omni-channel customer engagement •  Real-time Personalized Mobile Messaging •  Opportunity detection and campaign •  IBM digital experience •  ExtendingAPIs Omni-channel merchandising optimization •  SmartPricing with WebSphere commerce •  Omni-channel customer engagement •  Omni-channel customer analytics Digital engagement •  Real-time personalized mobile messaging •  Customer analytics •  Real-time personalized product and content recommendation
  • 21. MINDSTREAM Departmental analytic approaches are insufficient * Econsultancy - 2013 58% of companies have limited or no understanding of which usability issues affect conversion* 91% of companies have limited or no understanding of why people leave their site without converting* 26% of companies have a well- developed strategy in place for improving customer experience.*
  • 22. MINDSTREAM The foundation of IBM’s ExperienceOne portfolio
  • 23. MINDSTREAM Make moments matter – IBM Smarter Commerce
  • 24. MINDSTREAM IBM ExperienceOne innovation – user experience User Workflow and Experience Visualizations and tool sets which create collaborative experiences that integrate processes across organizations
  • 25. MINDSTREAM IBM ExperienceOne innovation – contextual view User Workflow and Experience Visualizations and tool sets which create collaborative experiences that integrate processes across organizations Contextual View of the Customer synthesize contextual views of customer behavior and activities as they flow across channels
  • 26. MINDSTREAM IBM ExperienceOne innovation – real-time personalization User Workflow and Experience Visualizations and tool sets which create collaborative experiences that integrate processes across organizations Contextual View of the Customer synthesize contextual views of customer behavior and activities as they flow across channels Real-time Personalization richer intelligence to deliver relevant, personalized interactions across channels
  • 27. MINDSTREAM IBM ExperienceOne innovation - mobile Mobile deepen behavioral insights and harness device innovations to enable seamless engagement Real-time Personalization richer intelligence to deliver relevant, personalized interactions across channels Contextual View of the Customer synthesize contextual views of customer behavior and activities as they flow across channels User Workflow and Experience Visualizations and tool sets which create collaborative experiences that integrate processes across organizations
  • 28. MINDSTREAM Call to action The  CMO  and  CIO  need  to  team  together   Leverage  investments  in  social  and  mobile   Focus  on  business  outcomes  rather  than  technology