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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
The Future of AI in
Marketing
Ratnesh Mehra
Director- CX Strategy & GTM, India
November 23, 2018
Confidential – Oracle Internal/Restricted/Highly Restricted
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Safe Harbor Statement
The following is intended to outline our general product direction. It is intended for
information purposes only, and may not be incorporated into any contract. It is not a
commitment to deliver any material, code, or functionality, and should not be relied upon
in making purchasing decisions. The development, release, and timing of any features or
functionality described for Oracle’s products remains at the sole discretion of Oracle.
Confidential – Oracle Internal/Restricted/Highly Restricted 2
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
3© 2017 FORRESTER. REPRODUCTION PROHIBITED.
Why are we talking about AI
all of a sudden?
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
4© 2017 FORRESTER. REPRODUCTION PROHIBITED.
Businesses like Amazon have rewired our brains
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
5© 2017 FORRESTER. REPRODUCTION PROHIBITED.
The buyer journey increases in complexity
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
How do I increase
CLTV?
How do I create Omni-
channel experience?
Marketer’s dilemma
Who is the Audience?
Confidential – Oracle Internal/Restricted/Highly RestrictedCopyright © 2018, Oracle and/or its affiliates. All rights reserved. | 6
?
What is the message?
What is the best
product?
What is the
customer Journey?
What is the best
time?
9%Behavioral data used
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Marketer need to be Creating Emotional
Connections
Emotional Experiences
Seamless, Immediate, Personalised, Data-led
Employees and Customers
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Digital Marketer’s Journey
Past, Present and Future
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
No Data Strategy
Low Engagement
• Marketers primarily target end customers on Email
channel
• Minimal use of data for personalization.
“Hello Peter, here is an offer for you”
MARKETING EVOLUTION
No data
strategy Batch and Blast
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Source: eMarketer
Batch and blast: Revenue vs. Send
Point of Campaign Disengagement
Campaign Crisis
Revenue
# of Messages
-14.1%
Transaction-to-Click
Rate
-25.4%
Transaction Rate
-27.8%
Revenues Per Email
10Confidential – Oracle Internal/Restricted/Highly Restricted
YoY impact
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Heuristics* using Data models
Effectiveness limited to a marketers prediction
MARKETING EVOLUTION
Heuristic
No data
strategy Batch and Blast
Segmentation
Filters
List-cuts
*Heuristics are strategies derived from previous experiences
with similar problems.
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 12
1st Party Data
Purchase History
Favorites
Recommendations
Web Analytics
Preferences
Loyalty
Demographics
Shopper Flags
Syndicated Segments
Buyer Flags
3rd Party Data
Email | SMS | Mobile | Web
Purchased | Converted Cart | Browse | Search Abandon
Behavioral Data
Sent Open Clicked
Heuristics data models
Manual Analysis
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Testing models Data Strategy
Matured marketers use data for testing
MARKETING EVOLUTION
Statistical
Models
Heuristic
No data
strategy
Batch and Blast
Segmentation
MVT
STO
A/B Testing
Filters
List-cuts
Behavioral data
Multivariate Testing Send Time Optimization
25%
Lift in Revenue
Per Email
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
MARKETING EVOLUTION
Batch and Blast
Segmentation
MVT
STO
A/B Testing
Filters
List-cuts
AI
Statistical
Models
Heuristic
No data
strategy
Paradigm shift to AI
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Oracle Confidential - Restricted 1515
Consumer data
explosion
Pace of Marketing
• Real time decisions for Marketing
based on the live data feeds and
conversations including from
Chatbots/ bots
• Growing number of channels
• Marketing as a Sales function
Segmentation vs. Individual Marketing/Sales
Most sophisticated testing models still optimize at a Segment level.
The highest degree of optimization needs segment of one.
• Recent years have shown tremendous
growth in consumer data
• With IoT devices, the we are producing
2.5 quintrillion bytes of data/yr
• 460K tweets per minute on Twitter
• 3.5 billion searches day
• Data is the Fuel for AI
• Manual analysis is ruled out
Why AI is the Marketing future?
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
AVAI L A B L E N O W
Confidential – Oracle Internal/Restricted/Highly Restricted
• Personalized product & promotion
recommendations
• Coordinated content at email open-time
• Marketing event and consumer data
ingestion
• AI Intelligent Switch for Oracle Responsys
Program
• Supervisory controls
• Full GDPR & DP support
AI Apps for CX: Marketing
Provide an optimized, seamless experience for your
customers by delivering timely marketing
communications through the best channel for them.
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
AVAI L A B L E N O W
Confidential – Oracle Internal/Restricted/Highly Restricted
• Personalized product & promotion recommendations
• Multi-site support
• Multi-channel Insights reporting
• Coordinated content at email open-time
• Supervisory controls
• Connected Audiences
• Personalized Search
• Full GDPR support
• Advanced 3rd-Party Commerce Integrations & Status
Reporting
• Restrictions & Exclusions
AI Apps for CX: Commerce
Provide a personalized, seamless experience to
first-time visitors and known consumers across
commerce, marketing and digital.
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted
CX Journey Empowered by AI
18
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
I’d like you to meet Yoga
Jane. Yoga Jane is a yoga
teacher based in Los
Angeles, CA. She is all
about her health, being
mindful, eating organic
food, having an active
lifestyle, and supporting
charitable causes.
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Automatically Activates Creation of Lookalike Audience in DMP
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Before AI Apps for CX, We Only Get Half the Picture
With AI Apps for CX Without AI Apps for CX
Oracle Data Cloud Profile
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Before AI Apps for CX, We Only Get Half the Picture
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Delivers Personalized Product Recommendations
Real-Time
Clickstreams…
Weather, Location…
Purchase Histories,
Promotion Histories,
Product Catalog…
Wellness, Yoga, Luxury
Shopper, Others’ Behavior
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Delivers Personalized Product Recommendations
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Blends Recommendations with Intelligent Search
User-Generated
Content
1st-Part Data
3rd-Party Data
Recommendations
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Connects Intelligence Across Commerce and Marketing
Commerce Marketing
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Dynamically Delivers Fresh Recommendations at Open-Time
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Connected Intelligence Across Online and Offline
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
The Future of AI in Marketing

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The Future of AI in Marketing

  • 1. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | The Future of AI in Marketing Ratnesh Mehra Director- CX Strategy & GTM, India November 23, 2018 Confidential – Oracle Internal/Restricted/Highly Restricted
  • 2. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Safe Harbor Statement The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle’s products remains at the sole discretion of Oracle. Confidential – Oracle Internal/Restricted/Highly Restricted 2
  • 3. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | 3© 2017 FORRESTER. REPRODUCTION PROHIBITED. Why are we talking about AI all of a sudden?
  • 4. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | 4© 2017 FORRESTER. REPRODUCTION PROHIBITED. Businesses like Amazon have rewired our brains
  • 5. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | 5© 2017 FORRESTER. REPRODUCTION PROHIBITED. The buyer journey increases in complexity
  • 6. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | How do I increase CLTV? How do I create Omni- channel experience? Marketer’s dilemma Who is the Audience? Confidential – Oracle Internal/Restricted/Highly RestrictedCopyright © 2018, Oracle and/or its affiliates. All rights reserved. | 6 ? What is the message? What is the best product? What is the customer Journey? What is the best time? 9%Behavioral data used
  • 7. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Marketer need to be Creating Emotional Connections Emotional Experiences Seamless, Immediate, Personalised, Data-led Employees and Customers
  • 8. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Digital Marketer’s Journey Past, Present and Future
  • 9. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | No Data Strategy Low Engagement • Marketers primarily target end customers on Email channel • Minimal use of data for personalization. “Hello Peter, here is an offer for you” MARKETING EVOLUTION No data strategy Batch and Blast
  • 10. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Source: eMarketer Batch and blast: Revenue vs. Send Point of Campaign Disengagement Campaign Crisis Revenue # of Messages -14.1% Transaction-to-Click Rate -25.4% Transaction Rate -27.8% Revenues Per Email 10Confidential – Oracle Internal/Restricted/Highly Restricted YoY impact
  • 11. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Heuristics* using Data models Effectiveness limited to a marketers prediction MARKETING EVOLUTION Heuristic No data strategy Batch and Blast Segmentation Filters List-cuts *Heuristics are strategies derived from previous experiences with similar problems.
  • 12. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 12 1st Party Data Purchase History Favorites Recommendations Web Analytics Preferences Loyalty Demographics Shopper Flags Syndicated Segments Buyer Flags 3rd Party Data Email | SMS | Mobile | Web Purchased | Converted Cart | Browse | Search Abandon Behavioral Data Sent Open Clicked Heuristics data models Manual Analysis
  • 13. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Testing models Data Strategy Matured marketers use data for testing MARKETING EVOLUTION Statistical Models Heuristic No data strategy Batch and Blast Segmentation MVT STO A/B Testing Filters List-cuts Behavioral data Multivariate Testing Send Time Optimization 25% Lift in Revenue Per Email
  • 14. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | MARKETING EVOLUTION Batch and Blast Segmentation MVT STO A/B Testing Filters List-cuts AI Statistical Models Heuristic No data strategy Paradigm shift to AI
  • 15. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Oracle Confidential - Restricted 1515 Consumer data explosion Pace of Marketing • Real time decisions for Marketing based on the live data feeds and conversations including from Chatbots/ bots • Growing number of channels • Marketing as a Sales function Segmentation vs. Individual Marketing/Sales Most sophisticated testing models still optimize at a Segment level. The highest degree of optimization needs segment of one. • Recent years have shown tremendous growth in consumer data • With IoT devices, the we are producing 2.5 quintrillion bytes of data/yr • 460K tweets per minute on Twitter • 3.5 billion searches day • Data is the Fuel for AI • Manual analysis is ruled out Why AI is the Marketing future?
  • 16. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | AVAI L A B L E N O W Confidential – Oracle Internal/Restricted/Highly Restricted • Personalized product & promotion recommendations • Coordinated content at email open-time • Marketing event and consumer data ingestion • AI Intelligent Switch for Oracle Responsys Program • Supervisory controls • Full GDPR & DP support AI Apps for CX: Marketing Provide an optimized, seamless experience for your customers by delivering timely marketing communications through the best channel for them.
  • 17. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | AVAI L A B L E N O W Confidential – Oracle Internal/Restricted/Highly Restricted • Personalized product & promotion recommendations • Multi-site support • Multi-channel Insights reporting • Coordinated content at email open-time • Supervisory controls • Connected Audiences • Personalized Search • Full GDPR support • Advanced 3rd-Party Commerce Integrations & Status Reporting • Restrictions & Exclusions AI Apps for CX: Commerce Provide a personalized, seamless experience to first-time visitors and known consumers across commerce, marketing and digital.
  • 18. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted CX Journey Empowered by AI 18
  • 19. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | I’d like you to meet Yoga Jane. Yoga Jane is a yoga teacher based in Los Angeles, CA. She is all about her health, being mindful, eating organic food, having an active lifestyle, and supporting charitable causes.
  • 20. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 21. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Automatically Activates Creation of Lookalike Audience in DMP
  • 22. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Before AI Apps for CX, We Only Get Half the Picture With AI Apps for CX Without AI Apps for CX Oracle Data Cloud Profile
  • 23. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Before AI Apps for CX, We Only Get Half the Picture
  • 24. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Delivers Personalized Product Recommendations Real-Time Clickstreams… Weather, Location… Purchase Histories, Promotion Histories, Product Catalog… Wellness, Yoga, Luxury Shopper, Others’ Behavior
  • 25. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Delivers Personalized Product Recommendations
  • 26. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Blends Recommendations with Intelligent Search User-Generated Content 1st-Part Data 3rd-Party Data Recommendations
  • 27. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 28. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Connects Intelligence Across Commerce and Marketing Commerce Marketing
  • 29. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Dynamically Delivers Fresh Recommendations at Open-Time
  • 30. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 31. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Connected Intelligence Across Online and Offline
  • 32. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 33. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |