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VoiceObjects 

Improving the Customer Experience with
Personalization, Reporting and Analytics


Tobias Goebel, Sales Engineering
Personalization




                    WHAT   ?




2   © Voxeo Corporation
Personalization: WHAT?




                          “Personalization involves using
                          technology to accommodate the
                          differences between individuals”
                                                        Wikipedia




3   © Voxeo Corporation
Personalization: WHAT?


                                      Not all customers
                                      are equal...

                                ...




     ...but when it comes to
     phone self-service, we
     treat them all the same


4   © Voxeo Corporation
Personalization: WHAT?

                      Group Level                                    1:1 Personalization

                •  Customer segment                             •  Personalized greeting
                •  Customer value                               •    Relevant menu choices
                •  Language preference                          •    Remember last transactions
                •  Address or region                            •    Shortener or longer dialogs
                •  ...                                          •    ...




                                             Hello Maria,
                                      welcome back to Prime Bank!

                                         Please enter your PIN...

                                 Your current checking account balance is
                                    $2450. The last time you called, you
                                transferred money from your Line of Credit
                                  Account to your Checking Account. Do
                                        you want to do that again?




© Voxeo Corporation
Personalization: WHAT?

    “Remember Me”
            Short term – calling again within a few hours
              •  Ask if the caller is calling for the same reason again
              •  Pick up and resume unfinished task

            Mid term – analyzing usage patterns
             over weeks
              •  Proactively offer most frequently used service before
                 playing main menu options
              •  “Predict” reason for calling
              •  Dynamical sorting of menu items (by usage frequency)



6   © Voxeo Corporation
Personalization: WHAT?

    “Adapt to Me”
            Preferences
              •  Language, input mode, persona, channel, ...

            Speaking Style
              •  Synonyms, number patterns, speed, ...

            Experience
              •  Offer short cuts and shorter prompts for power users
              •  A power user might be a novice in other service parts!

            Portfolio
              •  Reflect only products and services aligned with
                    caller’s subscription

7   © Voxeo Corporation
“Natural Dialog Management”

      Ensure human-like, natural interaction with
      caller – let them control the dialog, adapting to
      their speaking style
          Basic features                   Advanced features
            •  Barge-in                      •  Mixed-initiative dialogs
            •  Global commands               •  Implicit correction
            •  Random Prompting              •  Natural pronunciation
            •  Multilingualism               •  Adapt-to-me
            •  N-Best result handling



© Voxeo Corporation
Implicit Correction

                          Allow the caller to correct the system without
                           explicit confirmation steps


  “What type of credit card are you using?”

                      “It’s an AmEx Card.”

  “Okay. what’s the number of your MasterCard?”

                      “No, it’s AmEx!”

  “Sorry about that. What’s the number or your AmEx?”

                      “3469 - …”




© Voxeo Corporation
Mixed Initiative Dialogs

                          Allow the caller to steer the dialog freely



    “Service plan, customer data,
     billing questions, or support?”

                       “I have a Billing question.”

    “Okay, Billing. What’s your invoice number, please?”

                       “Oh, I want to update
                        the expiration date of my
                        Visa card!”

    “Sure. What’s the new expiration date
     of your Visa card?”


© Voxeo Corporation
Adapt-to-Caller

          Adapt to caller‘s speaking style: Synonyms




 “How can I help you?”                                 “How can I help you?”

          “I have a problem with my                              “I have a problem with my
          Internet connection.”                                  DSL connection.”

 “ You said you have a problem with your               “I understood you have a problem with your DSL
 Internet connection, right?”                          connection, right?”

          “That’s right.”                                        “Yes, correct.”



                                           Transfer to Agent.
                                      Screen Pop=“DSL Problem”


© Voxeo Corporation
Adapt-to-Caller

          Adapt to caller‘s speaking style: Number Patterns

                1-2-3 6-9-0-0                                      1 - 23 - 6900




“Your phone number, please?”                          “Your phone number, please?”

                      “one two three, six nine zero                  “one , twenty-three, sixty-
                      zero ”                                         nine hundred

“Ok, one two three, six nine zero zero.               “Ok, one, twenty-three, sixty-nine
Correct?”                                             hundred. Is that correct?”

                      “Correct.”                                     “Yes, that’s right.”




© Voxeo Corporation
Personalization




                     WHY   ?




13   © Voxeo Corporation
Personalization: WHY?


                                         Improve Caller
                                           Experience



                  Optimize thru
                  Reporting and                                 Up-Sell and
                    Analytics                                   Cross-Sell




                              Lower                        Increase
                           Maintenance                    Automation
                              Costs




14   © Voxeo Corporation
Enable Up-Sell and Cross-Sell

                             Since you are one of our high
                         net worth customers with an average              For taking our customer survey,
                        monthly balance of over $5,000, would          we’ll deposit 50 free text messages in
                       you like information on our new high rate       your account. Would you like start the
                                money market account?                               survey now?


                            Mobile Banking                         Surveys
                            •  Account Info                        •  Voice and Web questionnaires
                            •  Transfers                           •  Open, pre-coded, battery questions
                            •  Transaction History                 •  Drill down analytics on results


                           Thanks for reporting that pot hole          I noticed you exceeded your 500-minute
                                problem. Would you like                 service. The 750-minute service plan is
                           information about the next Roads                   only $69 per month. Would
                                 Commission meeting?                           you like more information?


                             City Portal                           Mobile Carrier Portal
                             •  Event information                  •  Service Problem
                             •  Report a problem                   •  Top off minutes
                             •  Sign up for service                •  Purchase service

15   © Voxeo Corporation
Personalization




                     HOW   ?




16   © Voxeo Corporation
VoiceObjectsʼ Layer Concept

     Efficient management of dynamic, personalized applications

      Features
                 Adapt system responses at
                 call time
                 Examples:
                     –  Multi-persona design
                     –  Multiple languages
                     –  Caller history / experience
                     –  Customer status
                     –  Voice / DTMF


      Benefits
                 Keeps development and maintenance costs down!
                 Simplifies management of complex services

17   © Voxeo Corporation
Layers Manage Complexity




   1 Object           2 Layers   6 different prompts to play
                                 at call time

© Voxeo Corporation
Flexibility: The Menu Object

            Dynamic settings for menu items
              •  Show/hide menu options
              •  Auto-numbering vs. fixed key assignments
                                                                   Example 2
              •  Dynamic menu ordering
                                                                   Inputmode        Voice
                                                                   Sort order       Default
Example 1
                                                                   Numbering        Fixed keys
Inputmode               DTMF
                                                                   Billing          No
Sort order              Custom
Numbering               Auto
Billing                 Yes                               [Initial] What do you want to do:
                                                          review your service plan, edit
                                                          personal data, or talk to support?
      Please select: To edit your
      personal data, press 1.                  [2nd NoMatch] I‘m sorry I still didn‘t get that. You
      For billing questions, 2.                can also use the key pad: To review your service
      For support, 3. Or to review             plan, press 1; to edit personal data, press 2, or
      your service plan, press 4.              for support, press 4.


  © Voxeo Corporation
Reporting: Menu Navigation

Service Definition              Reporting on Service Usage




              Change default
              order of items!




   © Voxeo Corporation
Adapt-to-Me

   Adapt-to-Preferences
         Language, input mode, persona, channel, ...


   Adapt-to-Style
         Speaking style, synonyms, number patterns, ...


   Adapt-to-Experience
         First-time caller / novice user / power user

   Adapt-to-Transaction History
         Self-service transaction history:
         predict reason for calling

   Adapt-to-Portfolio
         Reflect only products and services aligned with
         caller‘s subscription
© Voxeo Corporation
Example: Prime Telecom


                                            Time-dependent Greeting

                                            Main Menu Announcement for
                                            Infrequent Caller
                                            (Not required in Web Channel)

                                            Up-Sell Opportunity through
                                            CRM Lookup




                           http://developers.voiceobjects.com/

22   © Voxeo Corporation
Reporting: Personalization

 Question: How does call flow personalization work for our callers?


Application success
analysis by Layer
states (e.g. Customer
segments, …)



At call termination,
78.6% of callers had                                                  Call duration is
authenticated                                                         shorter for
                                                                      Platinum users




   © Voxeo Corporation
More Reporting




                     Improving      Caller Experience
                           through Reporting & Analysis




24   © Voxeo Corporation
Reporting on Business Tasks

                          Business tasks represent a
                           business view “on top” of the
                           call flow definition

                          Task execution results are
                           automatically logged to
                           Infostore

                          Business task related metrics
                           •    Number of attempts
                           •    Completion/success rate
                           •    Failure rate (by category)
                           •    Task completion duration
                           •    Caller behavior analysis during
                                task completion
                           •    Aggregated metrics on recognition
                                quality


© Voxeo Corporation
Business Tasks: Completion Rates

                          Cross-channel
                          Reporting

                              Business-level statistics
                              on Task completion
                              rates




                           … but 82% actively
                           aborted the “Order”
                           transaction …

                                    … and there were
                                    recognition problems
                                    and hangups while
                                    entering new credit
                                    card data
“Update Expiration
Date” was very
successful …


© Voxeo Corporation
Individual Call Analysis

                                                        Show only Calls where
                                                        the task “Enter New
                                                        Credit Card” failed due to
                                                        a recognition failure




                               … only Calls with
                               certain customer
                               segments

                      … only Calls that            Step 1:
                      terminated in a given        Define Filter Criteria
                      Input State or Module

© Voxeo Corporation
Individual Call Analysis




                        Step 2:
                       Select Sessions from List

© Voxeo Corporation
Individual Call Analysis




                                                    Step 3:
                                                   Analyze Session

                      Inspect dialog
                                         Caller hung up after
                      steps associated
                      with the task      two failed speech           Listen to
                                         recognitions attempts       utterance
                                                                     recordings




© Voxeo Corporation
Improve your Customer Care Now!
          (But first enjoy the rest of the show)




30
Voxeo Summit 2010: VoiceObjects Personalization

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Voxeo Summit 2010: VoiceObjects Personalization

  • 1. VoiceObjects 
 Improving the Customer Experience with Personalization, Reporting and Analytics
 Tobias Goebel, Sales Engineering
  • 2. Personalization   WHAT ? 2 © Voxeo Corporation
  • 3. Personalization: WHAT? “Personalization involves using technology to accommodate the differences between individuals” Wikipedia 3 © Voxeo Corporation
  • 4. Personalization: WHAT? Not all customers are equal... ... ...but when it comes to phone self-service, we treat them all the same 4 © Voxeo Corporation
  • 5. Personalization: WHAT? Group Level 1:1 Personalization •  Customer segment •  Personalized greeting •  Customer value •  Relevant menu choices •  Language preference •  Remember last transactions •  Address or region •  Shortener or longer dialogs •  ... •  ... Hello Maria, welcome back to Prime Bank! Please enter your PIN... Your current checking account balance is $2450. The last time you called, you transferred money from your Line of Credit Account to your Checking Account. Do you want to do that again? © Voxeo Corporation
  • 6. Personalization: WHAT? “Remember Me”   Short term – calling again within a few hours •  Ask if the caller is calling for the same reason again •  Pick up and resume unfinished task   Mid term – analyzing usage patterns over weeks •  Proactively offer most frequently used service before playing main menu options •  “Predict” reason for calling •  Dynamical sorting of menu items (by usage frequency) 6 © Voxeo Corporation
  • 7. Personalization: WHAT? “Adapt to Me”   Preferences •  Language, input mode, persona, channel, ...   Speaking Style •  Synonyms, number patterns, speed, ...   Experience •  Offer short cuts and shorter prompts for power users •  A power user might be a novice in other service parts!   Portfolio •  Reflect only products and services aligned with caller’s subscription 7 © Voxeo Corporation
  • 8. “Natural Dialog Management” Ensure human-like, natural interaction with caller – let them control the dialog, adapting to their speaking style   Basic features   Advanced features •  Barge-in •  Mixed-initiative dialogs •  Global commands •  Implicit correction •  Random Prompting •  Natural pronunciation •  Multilingualism •  Adapt-to-me •  N-Best result handling © Voxeo Corporation
  • 9. Implicit Correction   Allow the caller to correct the system without explicit confirmation steps “What type of credit card are you using?” “It’s an AmEx Card.” “Okay. what’s the number of your MasterCard?” “No, it’s AmEx!” “Sorry about that. What’s the number or your AmEx?” “3469 - …” © Voxeo Corporation
  • 10. Mixed Initiative Dialogs   Allow the caller to steer the dialog freely “Service plan, customer data, billing questions, or support?” “I have a Billing question.” “Okay, Billing. What’s your invoice number, please?” “Oh, I want to update the expiration date of my Visa card!” “Sure. What’s the new expiration date of your Visa card?” © Voxeo Corporation
  • 11. Adapt-to-Caller   Adapt to caller‘s speaking style: Synonyms “How can I help you?” “How can I help you?” “I have a problem with my “I have a problem with my Internet connection.” DSL connection.” “ You said you have a problem with your “I understood you have a problem with your DSL Internet connection, right?” connection, right?” “That’s right.” “Yes, correct.” Transfer to Agent. Screen Pop=“DSL Problem” © Voxeo Corporation
  • 12. Adapt-to-Caller   Adapt to caller‘s speaking style: Number Patterns 1-2-3 6-9-0-0 1 - 23 - 6900 “Your phone number, please?” “Your phone number, please?” “one two three, six nine zero “one , twenty-three, sixty- zero ” nine hundred “Ok, one two three, six nine zero zero. “Ok, one, twenty-three, sixty-nine Correct?” hundred. Is that correct?” “Correct.” “Yes, that’s right.” © Voxeo Corporation
  • 13. Personalization   WHY ? 13 © Voxeo Corporation
  • 14. Personalization: WHY? Improve Caller Experience Optimize thru Reporting and Up-Sell and Analytics Cross-Sell Lower Increase Maintenance Automation Costs 14 © Voxeo Corporation
  • 15. Enable Up-Sell and Cross-Sell Since you are one of our high net worth customers with an average For taking our customer survey, monthly balance of over $5,000, would we’ll deposit 50 free text messages in you like information on our new high rate your account. Would you like start the money market account? survey now? Mobile Banking Surveys •  Account Info •  Voice and Web questionnaires •  Transfers •  Open, pre-coded, battery questions •  Transaction History •  Drill down analytics on results Thanks for reporting that pot hole I noticed you exceeded your 500-minute problem. Would you like service. The 750-minute service plan is information about the next Roads only $69 per month. Would Commission meeting? you like more information? City Portal Mobile Carrier Portal •  Event information •  Service Problem •  Report a problem •  Top off minutes •  Sign up for service •  Purchase service 15 © Voxeo Corporation
  • 16. Personalization   HOW ? 16 © Voxeo Corporation
  • 17. VoiceObjectsʼ Layer Concept Efficient management of dynamic, personalized applications  Features   Adapt system responses at call time   Examples: –  Multi-persona design –  Multiple languages –  Caller history / experience –  Customer status –  Voice / DTMF  Benefits   Keeps development and maintenance costs down!   Simplifies management of complex services 17 © Voxeo Corporation
  • 18. Layers Manage Complexity 1 Object 2 Layers 6 different prompts to play at call time © Voxeo Corporation
  • 19. Flexibility: The Menu Object   Dynamic settings for menu items •  Show/hide menu options •  Auto-numbering vs. fixed key assignments Example 2 •  Dynamic menu ordering Inputmode Voice Sort order Default Example 1 Numbering Fixed keys Inputmode DTMF Billing No Sort order Custom Numbering Auto Billing Yes [Initial] What do you want to do: review your service plan, edit personal data, or talk to support? Please select: To edit your personal data, press 1. [2nd NoMatch] I‘m sorry I still didn‘t get that. You For billing questions, 2. can also use the key pad: To review your service For support, 3. Or to review plan, press 1; to edit personal data, press 2, or your service plan, press 4. for support, press 4. © Voxeo Corporation
  • 20. Reporting: Menu Navigation Service Definition Reporting on Service Usage Change default order of items! © Voxeo Corporation
  • 21. Adapt-to-Me Adapt-to-Preferences Language, input mode, persona, channel, ... Adapt-to-Style Speaking style, synonyms, number patterns, ... Adapt-to-Experience First-time caller / novice user / power user Adapt-to-Transaction History Self-service transaction history: predict reason for calling Adapt-to-Portfolio Reflect only products and services aligned with caller‘s subscription © Voxeo Corporation
  • 22. Example: Prime Telecom Time-dependent Greeting Main Menu Announcement for Infrequent Caller (Not required in Web Channel) Up-Sell Opportunity through CRM Lookup http://developers.voiceobjects.com/ 22 © Voxeo Corporation
  • 23. Reporting: Personalization Question: How does call flow personalization work for our callers? Application success analysis by Layer states (e.g. Customer segments, …) At call termination, 78.6% of callers had Call duration is authenticated shorter for Platinum users © Voxeo Corporation
  • 24. More Reporting   Improving Caller Experience through Reporting & Analysis 24 © Voxeo Corporation
  • 25. Reporting on Business Tasks   Business tasks represent a business view “on top” of the call flow definition   Task execution results are automatically logged to Infostore   Business task related metrics •  Number of attempts •  Completion/success rate •  Failure rate (by category) •  Task completion duration •  Caller behavior analysis during task completion •  Aggregated metrics on recognition quality © Voxeo Corporation
  • 26. Business Tasks: Completion Rates Cross-channel Reporting Business-level statistics on Task completion rates … but 82% actively aborted the “Order” transaction … … and there were recognition problems and hangups while entering new credit card data “Update Expiration Date” was very successful … © Voxeo Corporation
  • 27. Individual Call Analysis Show only Calls where the task “Enter New Credit Card” failed due to a recognition failure … only Calls with certain customer segments … only Calls that Step 1: terminated in a given Define Filter Criteria Input State or Module © Voxeo Corporation
  • 28. Individual Call Analysis Step 2: Select Sessions from List © Voxeo Corporation
  • 29. Individual Call Analysis Step 3: Analyze Session Inspect dialog Caller hung up after steps associated with the task two failed speech Listen to recognitions attempts utterance recordings © Voxeo Corporation
  • 30. Improve your Customer Care Now! (But first enjoy the rest of the show) 30