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AI in Customer Service
Cisco National Supply Chain Case Competition
Throughput, Next
Georgia Tech
April 1, 2019
Jorge Cruz Serrallés
Conner Reinhardt
Akash Dalal
Summary Table of
Contents
1
Why AI? Strategy
3
Main Takeaways
4
Recommendations
2
Why AI?
Chuck on AI
Some companies will decide that AI is
a business for them. For us, it is an
enabler of every piece of technology
that we build.”
Chuck Robbins, Cisco CEO
Why AI?
Uncertainty in Cisco’s
Supply Chain
Why AI?
Weather
Customs
Clearance
Supplier
Shortages
Product
Quality
Damaged
Goods
Short/
Mis-Ships
Uncertainty in Customer
Behavior
Change Address Returns Demand Fluctuation Expedites
Why AI?
Why AI?
Has Tool? Example ReasonsInquiry Type
Types of Inquiries
Return Item (CCW Returns Tool)
Change / Cancel Order (Change Order Tool)
Assistance
Request
Order Status (CCW)
Invoice Info (Invoice Tool)
Information
Request
Expedites / Shipment Forwarding
Short / Incorrect Shipments
Insurance Claims
Assistance
Required
A Two-Pronged Approach
Lorem
ipsum
With Internal System Improvements
Prevent service requests by using AI to
eliminate the causes that create them.
Proactive
● AI disruption management system
● (Computer vision in warehouses for detecting
damaged and short shipped loads)
With Customer Service 2.0
Improve service experience by augmenting
existing teams with “Cisco Cora” AI.
Reactive
● Cora Phone answers and directs calls
● Cora Email re-routes emails correctly
Why AI?
Competitive Landscape
Why AI?
85%
AI bots will power 85% of customer service
interactions by 2020 (Gartner)
32%
32% of major companies already use AI to augment
their customer service (Tata Consultancy Services)
Recommendations
Disruption Management AI
(Proactive)
Recommendations
Predict
● Late Trucks
● Uncovered Loads
● Supplier Shortages
Explore
● Network Impact
● Reasons for Delay
● Recovery Options
Resolve
● Recovery Bookings
● Appt. Rescheduling
● Alternative Sourcing
Better
Customer
Experience
Cisco
Cora
Easier
Menu
Navigation
Fewer
Resolution
Errors
Faster
Case
Resolution
Right Agent
First Time
Intuitive Interface
Online Redesign
Customer Service 2.0
(Reactive)
Recommendations
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cisco Cora Phone
Recommendations
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cisco Cora Phone
Recommendations
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cisco Cora Phone
Recommendations
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cisco Cora Phone
Recommendations
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cisco Cora Phone
Recommendations
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cora Receives Call
Menu-less Experience
Zero Hold Time
Faster routing
Cora Provides Help
Points Caller to
Specific Online Tool
(Where Applicable)
Ask Questions to
Gather Relevant
Case Info
Cora Informs Agent
Seamless Handoff to
Qualified Agent
(If Human Required)
Info Passed to Agent
for Faster Response
Cisco Cora Phone
Recommendations
Cora Defines Issue
Retrieves
Customer
Information
Diagnoses Issue
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cisco Cora Email
Recommendations
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cisco Cora Email
Recommendations
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cisco Cora Email
Recommendations
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cisco Cora Email
Recommendations
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cisco Cora Email
Recommendations
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cora Receives Email
Immediate Case
Creation
Instant Customer
Tracking of Case
Cora Defines Issue
Retrieves and
Populates
Customer Data
Diagnoses and
Categorizes Issue
From Initial Email
Cora Provides Help
Personalized Link to
Online Tool (Where
Applicable)
Personalized
Follow-Up (With
Questions)
Cora Informs Agent
Priority Assignment
to Specific Agent
Optimized Allocation
for Improved Service
Experience
Cisco Cora Email
Recommendations
Recommendations
Decreased
Customer Service
Costs
Cora could be leveraged
to reduce payroll costs
by up to 29%, and reduce
costs in sales. (McKinsey)
Increased
Revenue
Higher quality
customer service will
increase revenue by
6% (Bain).
Marketable
Service
Cisco Cora could be
marketed to Comcast,
General Electric, and
other customers that
have large customer
service departments.
03
01 02
Financial Benefits
Recommendations
Decreased
Customer Service
Costs
Cora could be leveraged
to reduce payroll costs
by up to 29%, and reduce
costs in sales. (McKinsey)
Increased
Revenue
Higher quality
customer service will
increase revenue by
6% (Bain).
Marketable
Service
Cisco Cora could be
marketed to Comcast,
General Electric, and
other customers that
have large customer
service departments.
03
01 02
Financial Benefits
Recommendations
Decreased
Customer Service
Costs
Cora could be leveraged
to reduce payroll costs
by up to 29%, and reduce
costs in sales. (McKinsey)
Increased
Revenue
Higher quality
customer service will
increase revenue by
6% (Bain).
Marketable
Service
Cisco Cora could be
marketed to Comcast,
General Electric, and
other customers that
have large customer
service departments.
03
01 02
Financial Benefits
Recommendations
Decreased
Customer Service
Costs
Cora could be leveraged
to reduce payroll costs
by up to 29%, and reduce
costs in sales. (McKinsey)
Increased
Revenue
Higher quality
customer service will
increase revenue by
6% (Bain).
Marketable
Service
Cisco Cora could be
marketed to Comcast,
General Electric, and
other customers that
have large customer
service departments.
03
01 02
Financial Benefits
Recommendations
Financial Benefits
Benefits of Cora
Increase in first
call completion
25%
Decrease in
customer call wait
time
3x
Increase potential
customer retention
52%
Recommendations
(Cisco Customer Representatives) (Estimates) (Salesforce)
Costs of Cora
Initial R&D Cost
$5M
Development Time
Frame (using Cisco
Cortex teams)
4 months
Recommendations
(according to industry averages) (according to industry averages)
Strategy
Strategy
User
Acceptance
Testing Teams
Forecasted
Customer Order
Information
Warehouse
and
Logistics
Specialists
Development Team
with Experience in
NLP
Historical
Customer
Service
Support
Data
What’s Required
Recommendation Timeline
2nd 3rd 4th 5th
Redesign
Website & Tools
1st
Replace IVR &
Email Queue
with “Cisco
Cora”
Leverage AI in
Disruption
Management
Develop Cora as
a B2B SaaS
Strategy
Add Servicing
Functionality to
Cora
Pitfalls
Strategy
Overbuilding
Cora
Focusing on low
value use cases
Neglecting the
value of data
generated by
Cora
Main Takeaways
Main Takeaways
Takeaways
Yes! Invest in AI for
Customer Service1
● 32% of major companies already use AI
● 85% of customer service will be powered by AI by 2020
● Predict and prevent
Develop Cisco Cora
Phone and Email2
● 25% increase in first call completion
● 3x decrease in customer call wait time
● 52% increase in potential customer retention
3
● Turn Cora into a marketable SaaS
○ 15% of companies using AI for customer service
● Leverage AI in disruption management
What Comes Next?
Questions?
● Source on IT Statistics:
○ https://www.gartner.com/en/newsroom/press-releases/2018-10-17-gartner-says-global-it-
spending-to-grow-3-2-percent-in-2019
● Marketing Statistics Source:
○ https://www.emarketer.com/content/emarketer-total-media-ad-spending-worldwide-will-
rise-7-4-in-2018
● McKinsey Report on Workplace Automation
○ https://www.marutitech.com/artificial-intelligence-for-customer-service-2/
● Chatbot Statistics and Expectations
○ https://www.inc.com/rebecca-hinds/by-2020-youre-more-likely-to-have-a-conversation-
with-this-than-with-your-spouse.html
● Statistics and Information on Customer Experience
○ https://www.salesforce.com/blog/2018/08/customer-experience-personalization-state-ma
rketing-report.html
Appendix
● Cost for Cora R&D
○ https://azati.com/how-much-does-it-cost-to-build-a-chatbot/
● Timeline for Cora R&D
○ https://chatbotslife.com/5-must-haves-for-selecting-an-enterprise-ai-chatbot-platform-a
06187e3d3fd
● End User Experience Survey:
○ Three Support Specialists (Jose, Luis and Alex)
● Maruti AI in Customer Service Report
○ https://www.marutitech.com/artificial-intelligence-for-customer-service-2/
● Gartner Report on CRM
○ https://www.gartner.com/doc/3875220/magic-quadrant-crm-customer-engagement
● DHL paper on logistics and AI
○ https://www.logistics.dhl/content/dam/dhl/global/core/documents/pdf/glo-ai-in-logistics-white-pap
er.pdf
● Information on IBM Watson and Customer Service
○ https://www.ibm.com/watson/ai-customer-service?cm_mmc=OSocial_Blog-_-Watson%20
Core_Watson%20Core%20-%20Conversation-_-WW_WW-_-10%20reasons%20why%20Blog%
202%2010%202&cm_mmca1=000027BD&cm_mmca2=10004432&
Appendix

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Cisco Case Competition Slide Deck

  • 1. AI in Customer Service Cisco National Supply Chain Case Competition Throughput, Next Georgia Tech April 1, 2019 Jorge Cruz Serrallés Conner Reinhardt Akash Dalal
  • 2. Summary Table of Contents 1 Why AI? Strategy 3 Main Takeaways 4 Recommendations 2
  • 4. Chuck on AI Some companies will decide that AI is a business for them. For us, it is an enabler of every piece of technology that we build.” Chuck Robbins, Cisco CEO Why AI?
  • 5. Uncertainty in Cisco’s Supply Chain Why AI? Weather Customs Clearance Supplier Shortages Product Quality Damaged Goods Short/ Mis-Ships
  • 6. Uncertainty in Customer Behavior Change Address Returns Demand Fluctuation Expedites Why AI?
  • 7. Why AI? Has Tool? Example ReasonsInquiry Type Types of Inquiries Return Item (CCW Returns Tool) Change / Cancel Order (Change Order Tool) Assistance Request Order Status (CCW) Invoice Info (Invoice Tool) Information Request Expedites / Shipment Forwarding Short / Incorrect Shipments Insurance Claims Assistance Required
  • 8. A Two-Pronged Approach Lorem ipsum With Internal System Improvements Prevent service requests by using AI to eliminate the causes that create them. Proactive ● AI disruption management system ● (Computer vision in warehouses for detecting damaged and short shipped loads) With Customer Service 2.0 Improve service experience by augmenting existing teams with “Cisco Cora” AI. Reactive ● Cora Phone answers and directs calls ● Cora Email re-routes emails correctly Why AI?
  • 9. Competitive Landscape Why AI? 85% AI bots will power 85% of customer service interactions by 2020 (Gartner) 32% 32% of major companies already use AI to augment their customer service (Tata Consultancy Services)
  • 11. Disruption Management AI (Proactive) Recommendations Predict ● Late Trucks ● Uncovered Loads ● Supplier Shortages Explore ● Network Impact ● Reasons for Delay ● Recovery Options Resolve ● Recovery Bookings ● Appt. Rescheduling ● Alternative Sourcing
  • 13. Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response Cisco Cora Phone Recommendations Cora Defines Issue Retrieves Customer Information Diagnoses Issue
  • 14. Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response Cisco Cora Phone Recommendations Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Defines Issue Retrieves Customer Information Diagnoses Issue
  • 15. Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response Cisco Cora Phone Recommendations Cora Defines Issue Retrieves Customer Information Diagnoses Issue Cora Defines Issue Retrieves Customer Information Diagnoses Issue
  • 16. Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cisco Cora Phone Recommendations Cora Defines Issue Retrieves Customer Information Diagnoses Issue Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response
  • 17. Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response Cisco Cora Phone Recommendations Cora Defines Issue Retrieves Customer Information Diagnoses Issue Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response
  • 18. Cora Receives Call Menu-less Experience Zero Hold Time Faster routing Cora Provides Help Points Caller to Specific Online Tool (Where Applicable) Ask Questions to Gather Relevant Case Info Cora Informs Agent Seamless Handoff to Qualified Agent (If Human Required) Info Passed to Agent for Faster Response Cisco Cora Phone Recommendations Cora Defines Issue Retrieves Customer Information Diagnoses Issue
  • 19. Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience Cisco Cora Email Recommendations
  • 20. Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience Cisco Cora Email Recommendations Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email
  • 21. Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email Cisco Cora Email Recommendations Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience
  • 22. Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cisco Cora Email Recommendations Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience
  • 23. Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience Cisco Cora Email Recommendations Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience
  • 24. Cora Receives Email Immediate Case Creation Instant Customer Tracking of Case Cora Defines Issue Retrieves and Populates Customer Data Diagnoses and Categorizes Issue From Initial Email Cora Provides Help Personalized Link to Online Tool (Where Applicable) Personalized Follow-Up (With Questions) Cora Informs Agent Priority Assignment to Specific Agent Optimized Allocation for Improved Service Experience Cisco Cora Email Recommendations
  • 25. Recommendations Decreased Customer Service Costs Cora could be leveraged to reduce payroll costs by up to 29%, and reduce costs in sales. (McKinsey) Increased Revenue Higher quality customer service will increase revenue by 6% (Bain). Marketable Service Cisco Cora could be marketed to Comcast, General Electric, and other customers that have large customer service departments. 03 01 02 Financial Benefits
  • 26. Recommendations Decreased Customer Service Costs Cora could be leveraged to reduce payroll costs by up to 29%, and reduce costs in sales. (McKinsey) Increased Revenue Higher quality customer service will increase revenue by 6% (Bain). Marketable Service Cisco Cora could be marketed to Comcast, General Electric, and other customers that have large customer service departments. 03 01 02 Financial Benefits
  • 27. Recommendations Decreased Customer Service Costs Cora could be leveraged to reduce payroll costs by up to 29%, and reduce costs in sales. (McKinsey) Increased Revenue Higher quality customer service will increase revenue by 6% (Bain). Marketable Service Cisco Cora could be marketed to Comcast, General Electric, and other customers that have large customer service departments. 03 01 02 Financial Benefits
  • 28. Recommendations Decreased Customer Service Costs Cora could be leveraged to reduce payroll costs by up to 29%, and reduce costs in sales. (McKinsey) Increased Revenue Higher quality customer service will increase revenue by 6% (Bain). Marketable Service Cisco Cora could be marketed to Comcast, General Electric, and other customers that have large customer service departments. 03 01 02 Financial Benefits
  • 30. Benefits of Cora Increase in first call completion 25% Decrease in customer call wait time 3x Increase potential customer retention 52% Recommendations (Cisco Customer Representatives) (Estimates) (Salesforce)
  • 31. Costs of Cora Initial R&D Cost $5M Development Time Frame (using Cisco Cortex teams) 4 months Recommendations (according to industry averages) (according to industry averages)
  • 33. Strategy User Acceptance Testing Teams Forecasted Customer Order Information Warehouse and Logistics Specialists Development Team with Experience in NLP Historical Customer Service Support Data What’s Required
  • 34. Recommendation Timeline 2nd 3rd 4th 5th Redesign Website & Tools 1st Replace IVR & Email Queue with “Cisco Cora” Leverage AI in Disruption Management Develop Cora as a B2B SaaS Strategy Add Servicing Functionality to Cora
  • 35. Pitfalls Strategy Overbuilding Cora Focusing on low value use cases Neglecting the value of data generated by Cora
  • 37. Main Takeaways Takeaways Yes! Invest in AI for Customer Service1 ● 32% of major companies already use AI ● 85% of customer service will be powered by AI by 2020 ● Predict and prevent Develop Cisco Cora Phone and Email2 ● 25% increase in first call completion ● 3x decrease in customer call wait time ● 52% increase in potential customer retention 3 ● Turn Cora into a marketable SaaS ○ 15% of companies using AI for customer service ● Leverage AI in disruption management What Comes Next?
  • 39. ● Source on IT Statistics: ○ https://www.gartner.com/en/newsroom/press-releases/2018-10-17-gartner-says-global-it- spending-to-grow-3-2-percent-in-2019 ● Marketing Statistics Source: ○ https://www.emarketer.com/content/emarketer-total-media-ad-spending-worldwide-will- rise-7-4-in-2018 ● McKinsey Report on Workplace Automation ○ https://www.marutitech.com/artificial-intelligence-for-customer-service-2/ ● Chatbot Statistics and Expectations ○ https://www.inc.com/rebecca-hinds/by-2020-youre-more-likely-to-have-a-conversation- with-this-than-with-your-spouse.html ● Statistics and Information on Customer Experience ○ https://www.salesforce.com/blog/2018/08/customer-experience-personalization-state-ma rketing-report.html Appendix
  • 40. ● Cost for Cora R&D ○ https://azati.com/how-much-does-it-cost-to-build-a-chatbot/ ● Timeline for Cora R&D ○ https://chatbotslife.com/5-must-haves-for-selecting-an-enterprise-ai-chatbot-platform-a 06187e3d3fd ● End User Experience Survey: ○ Three Support Specialists (Jose, Luis and Alex) ● Maruti AI in Customer Service Report ○ https://www.marutitech.com/artificial-intelligence-for-customer-service-2/ ● Gartner Report on CRM ○ https://www.gartner.com/doc/3875220/magic-quadrant-crm-customer-engagement ● DHL paper on logistics and AI ○ https://www.logistics.dhl/content/dam/dhl/global/core/documents/pdf/glo-ai-in-logistics-white-pap er.pdf ● Information on IBM Watson and Customer Service ○ https://www.ibm.com/watson/ai-customer-service?cm_mmc=OSocial_Blog-_-Watson%20 Core_Watson%20Core%20-%20Conversation-_-WW_WW-_-10%20reasons%20why%20Blog% 202%2010%202&cm_mmca1=000027BD&cm_mmca2=10004432& Appendix