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60 Ideas in 60 Minutes –
 Speech Analytics

            Moderator: Vicki Herrell
               Executive Director
Quality Assurance & Training Connection (QATC)
                 www.qatc.org
Panelists
   Aspect – Kathleen Schroeder
   NICE Systems – Dr. Vasudeva Akula
   Verint – Daniel Ziv
   Utopy – Mike Miller
Enhance the Customer Experience

What are my customer’s impression of my company – are we
meeting their expectations?




3
                      ©2011 Aspect Software, Inc. All rights reserved.
Use Real-Time Speech Analytics to Shape Interactions at the Decisive Moment
Become Part of a VOC Community


 VOC programs are becoming more complex and much more
  strategic within many organizations.
 Leverage insights from other customer experience executives
  from within and outside your industry.
 Sharing knowledge, ideas, best practices and successful case
  studies is a great way to increase your chances of success.
  – Look for a vendor that has an existing community of VOC executives
    and speech analytics users.
  – Some vendors also offer consulting services from experienced VOC
    analysts that can help you achieve rapid and significant return on
    your VOC investment.



                                                                         5
Comprehensive Call Reason Tracking

 Most companies identify just one reason for a call.
 Measuring all call topics provides a deeper view into customer needs.




                    “I’m calling to activate my phone.”
                    “I have a new phone that needs to be activated.”
                    “Can you help me activate a phone?”
Maximize Sales Effectiveness

Are we maximizing every revenue opportunity?




                                   Contact
                                   Center



                                                                         Enterprise 2.0
    Consumer 2.0                                                          Contact Center
        Blogs                                                              Back Office
      Social Sites                                                           Experts
      Communities




7
                      ©2011 Aspect Software, Inc. All rights reserved.
Combine Speech Analytics with Real-Time Decisioning and Guidance




       Workforce              Quality          Cross-Channel
      Management            Management      Interaction Analytics



                                                                    Real-time
                                                                    Next-Best-Action
                                                                    Guidance




                                                                    Next-Best-Offer
                                                                    for Sales &
       Predictive       Campaign     Real-Time       CRM &          Retention
     Next-Best-Offer   Management     Speech         Desktop
         Model                       Analytics     Applications
Holistic Voice of the Customer


  conversations                                   conversations
   THEY initiate                                  WE initiate with
     with us?                                         them?




         Phone Calls                          IVR Survey
 Chat
                                                             Email/Web
                                                              Survey
          E-mail
                                                 Post Call
                                                  Survey

                       PUBLIC conversations




        Web               Social Media               Communities     9
Link Best Practice Call Libraries to Coaching Sessions




 Supervisor




Coaching Session




        Agent
Categorize Calls to Perform Root Cause Analysis

Why has call volume dramatically increased? Is there a
problem that our customers need to call for resolution?




11
                        ©2011 Aspect Software, Inc. All rights reserved.
Use Speech Analytics to Keep Track of Customer Buzz
Phone still #1 and Richest Customer Channel




                                          79% of
                                          consumers
                                          selected live
                                          phone call with
                                          agent as #1
                                          channel


                                                            13
Uncover Valuable Surprises

 Why are top agents taking longer than other agents?
Improve Business Processes

How does the way calls are handled impact my companies
bottom line?




15
                      ©2011 Aspect Software, Inc. All rights reserved.
Reshape the QM Process - Evaluate Calls That Matter
Providing Early Warning

Social Media

                                 Public Domain


                                 Enterprise Domain

                 Calls             More Context
                                 Higher Relevancy
                                    Higher Cost
               Direct Customer
                                   Early Warning
                  Feedback
                     Emails
                     Chat

                                                     17
Identify Key Events in Interactions Quickly & Easily

                                     Very disappointed
Improve Self-Service Utilization

Why can’t our customers resolve their issues on our web
portal without calling for assistance?




19
                       ©2011 Aspect Software, Inc. All rights reserved.
Take a Holistic Approach of The Voice Of The Customer


   Interaction Analytics + Customer Survey Feedback + Customer Journey =

   The Complete Voice of the Customer
Get More From Your Quality Monitoring


                       Random Call Monitoring Typically
                        Sample Mostly “Average” Calls



•   Low Customer Sat                                      •   High Customer Sat
•   Disconnects                                           •   High quality
•   High AHT                                              •   High efficiency
•   Holds, Transfers                                      •   Sale achieved
•   Silence/Dead Air
•   Repeat calls
•    Anger




                             Distribution of Quality
                             of Customer Contacts

                                                                                  21
I Wonder How Often ………




 Talking about survey biases results and adds 4 sec to AHT
Improve Agent Performance

How are agents interacting with our customers?




23
                       ©2011 Aspect Software, Inc. All rights reserved.
Use Speech Analytics to Optimize Customer Lifetime Value




  From Workforce Optimization to Customer Lifetime Value
Focused Quality Can Significantly Increase ROI



                       Random Sample + Speech Analytics = 100% View



•   Low CSAT                                                          •   High CSAT
•   High AHT                                                          •   Complement
•   Holds, Transfers                                                  •   Sale closer
•   Silence/Dead Air                                                  •   Retention
•   Repeat calls                                                      •   New issues
•   Anger/Emotion                                                     •   Objections




                                 Distribution of Quality
                                 of Customer Contacts

                                                                                25
25
Form Comprehensive View of Customer Activity

 Analyze interactions by contact reason

 Provide unified reporting of customer activity

 Assess conditions driving customers to high cost solutions
Identify Agent Coaching/Training Opportunities

Are we taking advantage of every opportunity to improve
agent productivity?




27
                       ©2011 Aspect Software, Inc. All rights reserved.
Customer Churn Prediction with Speech analytics


             Identify Churn Signals


     Calculate Churn Risk Score for each
                 Interaction


 Proactively reach out to customers at risk
          with retention offerings
Improving Sales Conversion


    Increase Sales
      Conversion

  Identify rate of success of each step
  Pinpoint best and worst agents
  Surface positive language and best to reduce
                             Find how practices
                                           none value calls
             Upsell 60.0%
                             57.6%                                         “Can I have
             Success                 49.8%
                                                           … increase number another
     # Calls Rate    50.0%                                    of proposals moment of
                     40.0%
                                                                                         your time?”
                                                                                     … and drive
                                          32.8%   32.3%

     “you could      30.0%   50 %
                                                          23.5%
                                                                  Average            conversion
                                                                  Rate
    the earning                              35 %
                     20.0%                                         15.1%
     interest on                                                  8%
                                                                            12.9%
                                                                                    11.4%
   this balance”     10.0%                                                                  6.3%   Key
                                                                                                   phrases
                                                                                                   In the call
                      0.0%
                                                                                                          29
                                                                                                                 29
Identify Frequency and Placement of Skill




      Build rapport       Feature + benefit
       early in call     better than feature
                                 only
Monitor Compliance

Are we adhering to proper protocols on every call?




31
                        ©2011 Aspect Software, Inc. All rights reserved.
Convert Service Calls to Sales Calls with Speech Analytics
                              Hidden Opportunity


            “Hi, I am moving in with my boyfriend
            (we’re getting married in November).
            I need to change my address.”

               Stated Topic
Focus on What Matters Most
To Your Customers and Business


• Analyzed “lost customer” interactions
• Built “At Risk” VOC Category:
   – Ridiculous, You People, Looking NEAR Statement…
• Saved 86% of at risk accounts by reaching out proactively
• Total of 4500 accounts saved
• Initial ROI achieved within 7 weeks

      Saved                   Cost
     Revenue            (Verint + Staffing)
                                                        ROI
      $12.5M                                           $11.9M
                           $600,000



                                                                33
Use Automation to Uncover Emerging Trends

                          Speech      I got the new phone          I’m having trouble with my     I just recently bought the
                          to Text     model…it seems to be         phone….the data service        newest phone
                                      dropping calls               works fine but my new          model…..the video
                                      frequently….I upgraded       phone seems to drop            camera is great…the
                                      my account to a family       calls…you guys should          internet service has been
                                      plan because of the recent   have thought of that           spotty…my new phone
Customer                              promotion on the family      sooner                         has been dropping a lot
                          Text
                                      plan……..                                                    of calls…
                          Analytics


                                                        Discovery                   Analytics
 Agent
                                           Movers and Shakers
            Customer                       Term                                                 Percent Change
           Interactions
                                           new phone dropping calls                                             376.1%

                                           one month free                                                        25.8%

                                           they’re overcharging me                                                 5.8%

                                           recent tv advertisement                                                -8.6%

                                           broken product in mail                                               -18.6%

                                           cancel my account                                                    -21.3%

                                           trouble with form on website                                         -23.5%
Improve Collections Effectiveness

Why aren’t customers paying on time? Is our payment method
causing more confusion than resolution?




35
                      ©2011 Aspect Software, Inc. All rights reserved.
Speech Analytics – Analyze Beyond Spoken Words


               Talk Over Analysis


               Emotion Detection


                Call Part Analysis
                                 8%
                     15%                    10%
               16%
                                                  10%

                           31%        10%
Listen to Customers to Inspire Evolution




  Customers

                                           Intelligent
                                           Enterprise




       Bridge the gap between listening and action       37
Track Coaching Sessions to Measure Supervisor
Performance
Increase Market Intelligence

What do our customers think about our products and services?




39
                       ©2011 Aspect Software, Inc. All rights reserved.
Combine Speech Analytics Insight with External Data


                         Keywords and Topics     Misinformed


               Speech
                         Talk Over Analysis
      Phone                                                      Frustrating
                         Emotion Detection
                         Call Flow Analysis       This is the 2nd time I’m calling




                         Desktop Analytics
               Context




                         Customer Demographics
      Web
                         Interaction History
      Phone
      Survey             Customer Feedback
What ROI to Except ?


Business Pain             Example ROI

  Increase First
                     • 10-15% less repeat calls
Contact Resolution


Improve Customer     • 10-20% less dissatisfied
   Satisfaction        callers


  Improve Self-      • 30-40% reduction in
    Service            related calls


                     • 5-15% increase in
 Increase Sales
                       conversion


Reduce Customer      • 10-25% less cancellation
     Churn             calls


                                                  41
Automate the QM Process

Example: Critical Sales Skills     Mapped Skill Phrases


                                 Build Rapport

                                  How are you today
                                  What’s the weather like
                                  How long have you lived in
   Building Rapport
                                 Probe for Customer
   Being Courteous              Needs
   Probing for Customer          What are you trying to do
    Needs                         What is most important to you
                                  What are you looking for
   Educating the
    Customer                     Create Urgency
   Create Urgency                If you buy now
                                  The prices are great now
   Asking for the Sale
                                  We are having a sale right now
From Speech Analytics to Interaction Analytics




                       Speech Analytics
Determine Agent Skills that are Most Important
             Top and Bottom Agents: Skill Usage Comparison


                                                          Key differentiators
                                                         to sales conversion




                                   Even top performers are not
                                   good at discussing benefits


                                                                         No
                                                                     significant
                                                                     impact on
                                                                        sales
                                                                     conversion

  Top performers follow sales
process significantly more than
      bottom performers

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60 ideas in 60 minutes - Speech Analytics

  • 1. 60 Ideas in 60 Minutes – Speech Analytics Moderator: Vicki Herrell Executive Director Quality Assurance & Training Connection (QATC) www.qatc.org
  • 2. Panelists  Aspect – Kathleen Schroeder  NICE Systems – Dr. Vasudeva Akula  Verint – Daniel Ziv  Utopy – Mike Miller
  • 3. Enhance the Customer Experience What are my customer’s impression of my company – are we meeting their expectations? 3 ©2011 Aspect Software, Inc. All rights reserved.
  • 4. Use Real-Time Speech Analytics to Shape Interactions at the Decisive Moment
  • 5. Become Part of a VOC Community  VOC programs are becoming more complex and much more strategic within many organizations.  Leverage insights from other customer experience executives from within and outside your industry.  Sharing knowledge, ideas, best practices and successful case studies is a great way to increase your chances of success. – Look for a vendor that has an existing community of VOC executives and speech analytics users. – Some vendors also offer consulting services from experienced VOC analysts that can help you achieve rapid and significant return on your VOC investment. 5
  • 6. Comprehensive Call Reason Tracking  Most companies identify just one reason for a call.  Measuring all call topics provides a deeper view into customer needs. “I’m calling to activate my phone.” “I have a new phone that needs to be activated.” “Can you help me activate a phone?”
  • 7. Maximize Sales Effectiveness Are we maximizing every revenue opportunity? Contact Center Enterprise 2.0 Consumer 2.0 Contact Center Blogs Back Office Social Sites Experts Communities 7 ©2011 Aspect Software, Inc. All rights reserved.
  • 8. Combine Speech Analytics with Real-Time Decisioning and Guidance Workforce Quality Cross-Channel Management Management Interaction Analytics Real-time Next-Best-Action Guidance Next-Best-Offer for Sales & Predictive Campaign Real-Time CRM & Retention Next-Best-Offer Management Speech Desktop Model Analytics Applications
  • 9. Holistic Voice of the Customer conversations conversations THEY initiate WE initiate with with us? them? Phone Calls IVR Survey Chat Email/Web Survey E-mail Post Call Survey PUBLIC conversations Web Social Media Communities 9
  • 10. Link Best Practice Call Libraries to Coaching Sessions Supervisor Coaching Session Agent
  • 11. Categorize Calls to Perform Root Cause Analysis Why has call volume dramatically increased? Is there a problem that our customers need to call for resolution? 11 ©2011 Aspect Software, Inc. All rights reserved.
  • 12. Use Speech Analytics to Keep Track of Customer Buzz
  • 13. Phone still #1 and Richest Customer Channel 79% of consumers selected live phone call with agent as #1 channel 13
  • 14. Uncover Valuable Surprises  Why are top agents taking longer than other agents?
  • 15. Improve Business Processes How does the way calls are handled impact my companies bottom line? 15 ©2011 Aspect Software, Inc. All rights reserved.
  • 16. Reshape the QM Process - Evaluate Calls That Matter
  • 17. Providing Early Warning Social Media Public Domain Enterprise Domain Calls More Context Higher Relevancy Higher Cost Direct Customer Early Warning Feedback Emails Chat 17
  • 18. Identify Key Events in Interactions Quickly & Easily Very disappointed
  • 19. Improve Self-Service Utilization Why can’t our customers resolve their issues on our web portal without calling for assistance? 19 ©2011 Aspect Software, Inc. All rights reserved.
  • 20. Take a Holistic Approach of The Voice Of The Customer Interaction Analytics + Customer Survey Feedback + Customer Journey = The Complete Voice of the Customer
  • 21. Get More From Your Quality Monitoring Random Call Monitoring Typically Sample Mostly “Average” Calls • Low Customer Sat • High Customer Sat • Disconnects • High quality • High AHT • High efficiency • Holds, Transfers • Sale achieved • Silence/Dead Air • Repeat calls • Anger Distribution of Quality of Customer Contacts 21
  • 22. I Wonder How Often ………  Talking about survey biases results and adds 4 sec to AHT
  • 23. Improve Agent Performance How are agents interacting with our customers? 23 ©2011 Aspect Software, Inc. All rights reserved.
  • 24. Use Speech Analytics to Optimize Customer Lifetime Value From Workforce Optimization to Customer Lifetime Value
  • 25. Focused Quality Can Significantly Increase ROI Random Sample + Speech Analytics = 100% View • Low CSAT • High CSAT • High AHT • Complement • Holds, Transfers • Sale closer • Silence/Dead Air • Retention • Repeat calls • New issues • Anger/Emotion • Objections Distribution of Quality of Customer Contacts 25 25
  • 26. Form Comprehensive View of Customer Activity  Analyze interactions by contact reason  Provide unified reporting of customer activity  Assess conditions driving customers to high cost solutions
  • 27. Identify Agent Coaching/Training Opportunities Are we taking advantage of every opportunity to improve agent productivity? 27 ©2011 Aspect Software, Inc. All rights reserved.
  • 28. Customer Churn Prediction with Speech analytics Identify Churn Signals Calculate Churn Risk Score for each Interaction Proactively reach out to customers at risk with retention offerings
  • 29. Improving Sales Conversion Increase Sales Conversion  Identify rate of success of each step  Pinpoint best and worst agents  Surface positive language and best to reduce Find how practices none value calls Upsell 60.0% 57.6% “Can I have Success 49.8% … increase number another # Calls Rate 50.0% of proposals moment of 40.0% your time?” … and drive 32.8% 32.3% “you could 30.0% 50 % 23.5% Average conversion Rate the earning 35 % 20.0% 15.1% interest on 8% 12.9% 11.4% this balance” 10.0% 6.3% Key phrases In the call 0.0% 29 29
  • 30. Identify Frequency and Placement of Skill Build rapport Feature + benefit early in call better than feature only
  • 31. Monitor Compliance Are we adhering to proper protocols on every call? 31 ©2011 Aspect Software, Inc. All rights reserved.
  • 32. Convert Service Calls to Sales Calls with Speech Analytics Hidden Opportunity “Hi, I am moving in with my boyfriend (we’re getting married in November). I need to change my address.” Stated Topic
  • 33. Focus on What Matters Most To Your Customers and Business • Analyzed “lost customer” interactions • Built “At Risk” VOC Category: – Ridiculous, You People, Looking NEAR Statement… • Saved 86% of at risk accounts by reaching out proactively • Total of 4500 accounts saved • Initial ROI achieved within 7 weeks Saved Cost Revenue (Verint + Staffing) ROI $12.5M $11.9M $600,000 33
  • 34. Use Automation to Uncover Emerging Trends Speech I got the new phone I’m having trouble with my I just recently bought the to Text model…it seems to be phone….the data service newest phone dropping calls works fine but my new model…..the video frequently….I upgraded phone seems to drop camera is great…the my account to a family calls…you guys should internet service has been plan because of the recent have thought of that spotty…my new phone Customer promotion on the family sooner has been dropping a lot Text plan…….. of calls… Analytics Discovery Analytics Agent Movers and Shakers Customer Term Percent Change Interactions new phone dropping calls 376.1% one month free 25.8% they’re overcharging me 5.8% recent tv advertisement -8.6% broken product in mail -18.6% cancel my account -21.3% trouble with form on website -23.5%
  • 35. Improve Collections Effectiveness Why aren’t customers paying on time? Is our payment method causing more confusion than resolution? 35 ©2011 Aspect Software, Inc. All rights reserved.
  • 36. Speech Analytics – Analyze Beyond Spoken Words Talk Over Analysis Emotion Detection Call Part Analysis 8% 15% 10% 16% 10% 31% 10%
  • 37. Listen to Customers to Inspire Evolution Customers Intelligent Enterprise Bridge the gap between listening and action 37
  • 38. Track Coaching Sessions to Measure Supervisor Performance
  • 39. Increase Market Intelligence What do our customers think about our products and services? 39 ©2011 Aspect Software, Inc. All rights reserved.
  • 40. Combine Speech Analytics Insight with External Data Keywords and Topics Misinformed Speech Talk Over Analysis Phone Frustrating Emotion Detection Call Flow Analysis This is the 2nd time I’m calling Desktop Analytics Context Customer Demographics Web Interaction History Phone Survey Customer Feedback
  • 41. What ROI to Except ? Business Pain Example ROI Increase First • 10-15% less repeat calls Contact Resolution Improve Customer • 10-20% less dissatisfied Satisfaction callers Improve Self- • 30-40% reduction in Service related calls • 5-15% increase in Increase Sales conversion Reduce Customer • 10-25% less cancellation Churn calls 41
  • 42. Automate the QM Process Example: Critical Sales Skills Mapped Skill Phrases Build Rapport  How are you today  What’s the weather like  How long have you lived in  Building Rapport Probe for Customer  Being Courteous Needs  Probing for Customer  What are you trying to do Needs  What is most important to you  What are you looking for  Educating the Customer Create Urgency  Create Urgency  If you buy now  The prices are great now  Asking for the Sale  We are having a sale right now
  • 43. From Speech Analytics to Interaction Analytics Speech Analytics
  • 44. Determine Agent Skills that are Most Important Top and Bottom Agents: Skill Usage Comparison Key differentiators to sales conversion Even top performers are not good at discussing benefits No significant impact on sales conversion Top performers follow sales process significantly more than bottom performers