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Autonomic Marketing: How far are we?
Vijay Dakshinamoorthy
Overview
• What is autonomic marketing?
• Retail evolution
• Applications of AI in marketing and advertising
• What is possible in the future?
• Omnicom Media Group POV
• Where are we in the journey
• Case Studies
• Chatbots
• Visual Listening
• Lessons Learned
Overview
What is autonomic (or
algorithmic) marketing?
“a marketing process that is automated
to such a degree that it can be steered
by setting a business objective in a
marketing software system”
- Introduction to Algorithmic Marketing
“That’s where marketing is headed. We
are on the verge of the need for
autonomic responses just to stay afloat.
Personalization, recommendations,
dynamic content selection, and dynamic
display styles are all going to be table
stakes.”
- AI for Marketing
Source: Wikipedia
Technology has evolved retail, from cash registers to robot
concierge
RetailEvolution
1960
First electronic cash
registers are invented
2016
Facebook messenger and Skype
launch bot platforms, Amazon Go
opens, Hilton pilots robot
concierge, Google Home launches
2015
Amazon Echo launches in USA
2014
Apple Pay is launched,
Android and Samsung
Pay follow a year later
2010
Introduction of Pinterest
& Instagram
1967
Automated teller machines
are invented in London
1969
Chemical Bank installs the first
ATM in the US, Interactive voice
response (IVR) technology
develops – but the first systems
were complicated and
expensive
1974
Barcodes begin the
data revolution
1981
In the 1980s IVR technology
becomes affordable for more
companies, Thomson Holidays UK
is the first business-to-business
online shopping system
1984
The self service till is
invented by David R
Humble – inspired by
standing in a long
grocery checkout line
in South Florida
1991
Internet becomes
publicly available
2009
Bitcoin is released
and WhatsApp is
founded
2008
Androids and un-
preinstalled apps
began appearing
2007
iPhone
2006
Twitter
2005
YouTube
2004
Facebook
2001
iTunes allows customers to
purchase individual songs online
1998
Google and PayPal
are founded
1997
Jeeves the butler
uses Natural
Language on
Ask.com
1996
Hotmail launches
1995
QueueBuster,
the first
intelligent call
back solution,
provides
customers with
an alternative to
spending hours
on hold
1995
eBay launches
1994
The birth of ecommerce
with Amazon launching
Source: AI@OMD
AI in promotions
• Response, LTV modeling
• Targeting
• Promotion optimization
• Design of promotional creative
ApplicationsofAIinmarketingandadvertising
Source: ILYA KATSOV (2018), Introduction to Algorithmic Marketing:
Artificial Intelligence for Marketing Operations
Targeting
Server
Data
Management
Platform
Analytics Platform
Request
Response
Objective
Use data and models
Load models
AI in search
• Optimization of sponsored search
• Visual search
• Voice search
• Local search
• Amazon and Apple search
ApplicationsofAIinmarketingandadvertising
AI in pricing
ApplicationsofAIinmarketingandadvertising
• Dynamic pricing and pricing optimization
• Competitor pricing
• Introductory price optimization
• Aggregate pricing optimization
Source: ILYA KATSOV (2018), Introduction to Algorithmic Marketing:
Artificial Intelligence for Marketing Operations
AI in programmatic marketing
• Programmatic advertising
• In-depth behavioral customer segmentation
• Highly targeted automated media buying
• Example: Albert AI and Harley Davidson NY
• Programmatic CRM
• High level customer personalization
• Dynamic audiences
• Real-time triggers
• Cross-channel reach
• Example: Blueshift CRM and OYO India
• Retargeting
ApplicationsofAIinmarketingandadvertising
Source: James Cannella (2018), Artificial Intelligence in Marketing
What is possible in the
future – Experts' Opinions
• Marketers are able to specify high-level campaign goal
metrics
• Marketers have a way to measure brand awareness
• Media optimization becomes machine-driven
• The all-in-one intelligent marketing hub emerges
• An open-ID alternative emerges
More intelligence in the marketing
systems reduces the need for workflow
and enables marketers to focus on more
strategic work.
Source: CHAVEZ, O’HARA, VAIDYA, Data Driven (2019): Harnessing Data and AI
To Reinvent Customer Engagement
Omnicom Media Group Point of View
Whatispossibleinthefuture
MARKETING
WITH
PROGRAMMATIC
CS
INFLUENCER
ENGAGEMENT
MARKETING
OF
SERVICE
EXPERIENCES
CAMPAIGNS
VOICE CAMPAIGNS
MARKETING
TO
SEO
VOICE SEARCH
VRM
Developing quickly
Driving performance
improvement
The long term vision
Outsourced consumer
decision making
Today’s emerging
challenge
Key to success in the
long term
Source: AI@OMD
Where are we in the journey?
Whatispossibleinthefuture
There are 5 stages of AI. Currently, we are progressing from interactivity with AI to co-activity
Source: AI@OMD
Chatbots
CaseStudies
EASY MOMENTS NEED-TO-KNOW MOMENTS IMMERSIVE
MOMENTS
RECEIVE REWARDS FROM
YOUR FAVOURITE BRAND:
GET UP TO SPEED WITH
GAME OF THORNES:
TRY ON DIFFERENT
MAKE-UP LOOKS:
STEP INTO A TV SERIES:FIND THE PERFECT
GIFT:
Source: AI@OMD
Visual Listening
CaseStudies
Data
#Love
Men & Women
Analysis
Other hashtags
image
insight!
SEARCH
MEN &
WOMEN
CONTEXT
Scrape photos with #love. Use social network analysis (SNA) to detect
contexts in which people talk about love:
marriage, having fun together, couple goals,
weddings, etc.
Use AI to detect only
photos of couples 18+
who share their feelings
online
In partnership with
wspólna zabawa
ślub
małżeństwo
Source: AI@OMD, Annalect Poland
Lessons Learned
CaseStudies
AWARENESS CONSIDERATION PURCHASE EXPERIENCE RETENTION
AI suggests nearby points of
interest based on my preferences.
AI understands what I want and
makes personalised suggestions
AI shows me options based on
my social accounts & ‘likes’.
AI asks me for parameters.
AI takes care of scheduling
appointments/delivery.
AI connects me to
expert opinions.
AI provides me with
quicker customer service.
AI offers seamless
payment options. AI opens a direct channel
with brand after purchase.
AI connects me to an online
community for feedback.
Digital Touchpoints
Physical Touchpoints
AI provides me with relevant advice
based on my habits and characteristics.
AI makes it easier to find
opening times, stocks, etc.
AI provides in-store assistants with my
past activity to offer the best service.
AI assists on making more informed
decisions about my purchases.
AI surprises me with new
opportunities and discoveries.
There will be people who will default to a particular channel (phone, website, etc.) and others who will use
multiple touchpoints, ensure you curate a consistent experience
TAKE A H UMAN FIRST APPROACH
Think about your existing customer journey and how
AI can enhance different touchpoints
Source: AI@OMD
Is true autonomic
marketing possible?
 Programmatic advertising and CRM
 Data driven creative development and optimization
 Novel interactions and experiences
− Promotions, Pricing
 Mitigating risks to the brand
 Proprietary models and methods
 Elimination of bias
 Multiple optimization levers
 Killer Creative
“The machine is not going to envision a
product that will be embraced by
millions for a good long time to come.
The machine is not going to invent a new
slogan that speaks directly to the hearts
and minds of the masses for a good long
time to come. The power to raise
awareness, instill trust, and create desire
is still in human hands for the time
being. Data is going to have a tough time
beating killer creative”.
- Jim Sterne, AI in marketing
Vijay Dakshinamoorthy
Vijay.Dakshin@omnicommediagroup.com

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Autonomic Marketing: How far are we? (TMLS Micro-summit on Retail and Advertising, 2019)

  • 1. Autonomic Marketing: How far are we? Vijay Dakshinamoorthy
  • 2. Overview • What is autonomic marketing? • Retail evolution • Applications of AI in marketing and advertising • What is possible in the future? • Omnicom Media Group POV • Where are we in the journey • Case Studies • Chatbots • Visual Listening • Lessons Learned Overview
  • 3. What is autonomic (or algorithmic) marketing? “a marketing process that is automated to such a degree that it can be steered by setting a business objective in a marketing software system” - Introduction to Algorithmic Marketing “That’s where marketing is headed. We are on the verge of the need for autonomic responses just to stay afloat. Personalization, recommendations, dynamic content selection, and dynamic display styles are all going to be table stakes.” - AI for Marketing Source: Wikipedia
  • 4. Technology has evolved retail, from cash registers to robot concierge RetailEvolution 1960 First electronic cash registers are invented 2016 Facebook messenger and Skype launch bot platforms, Amazon Go opens, Hilton pilots robot concierge, Google Home launches 2015 Amazon Echo launches in USA 2014 Apple Pay is launched, Android and Samsung Pay follow a year later 2010 Introduction of Pinterest & Instagram 1967 Automated teller machines are invented in London 1969 Chemical Bank installs the first ATM in the US, Interactive voice response (IVR) technology develops – but the first systems were complicated and expensive 1974 Barcodes begin the data revolution 1981 In the 1980s IVR technology becomes affordable for more companies, Thomson Holidays UK is the first business-to-business online shopping system 1984 The self service till is invented by David R Humble – inspired by standing in a long grocery checkout line in South Florida 1991 Internet becomes publicly available 2009 Bitcoin is released and WhatsApp is founded 2008 Androids and un- preinstalled apps began appearing 2007 iPhone 2006 Twitter 2005 YouTube 2004 Facebook 2001 iTunes allows customers to purchase individual songs online 1998 Google and PayPal are founded 1997 Jeeves the butler uses Natural Language on Ask.com 1996 Hotmail launches 1995 QueueBuster, the first intelligent call back solution, provides customers with an alternative to spending hours on hold 1995 eBay launches 1994 The birth of ecommerce with Amazon launching Source: AI@OMD
  • 5. AI in promotions • Response, LTV modeling • Targeting • Promotion optimization • Design of promotional creative ApplicationsofAIinmarketingandadvertising Source: ILYA KATSOV (2018), Introduction to Algorithmic Marketing: Artificial Intelligence for Marketing Operations Targeting Server Data Management Platform Analytics Platform Request Response Objective Use data and models Load models
  • 6. AI in search • Optimization of sponsored search • Visual search • Voice search • Local search • Amazon and Apple search ApplicationsofAIinmarketingandadvertising
  • 7. AI in pricing ApplicationsofAIinmarketingandadvertising • Dynamic pricing and pricing optimization • Competitor pricing • Introductory price optimization • Aggregate pricing optimization Source: ILYA KATSOV (2018), Introduction to Algorithmic Marketing: Artificial Intelligence for Marketing Operations
  • 8. AI in programmatic marketing • Programmatic advertising • In-depth behavioral customer segmentation • Highly targeted automated media buying • Example: Albert AI and Harley Davidson NY • Programmatic CRM • High level customer personalization • Dynamic audiences • Real-time triggers • Cross-channel reach • Example: Blueshift CRM and OYO India • Retargeting ApplicationsofAIinmarketingandadvertising Source: James Cannella (2018), Artificial Intelligence in Marketing
  • 9. What is possible in the future – Experts' Opinions • Marketers are able to specify high-level campaign goal metrics • Marketers have a way to measure brand awareness • Media optimization becomes machine-driven • The all-in-one intelligent marketing hub emerges • An open-ID alternative emerges More intelligence in the marketing systems reduces the need for workflow and enables marketers to focus on more strategic work. Source: CHAVEZ, O’HARA, VAIDYA, Data Driven (2019): Harnessing Data and AI To Reinvent Customer Engagement
  • 10. Omnicom Media Group Point of View Whatispossibleinthefuture MARKETING WITH PROGRAMMATIC CS INFLUENCER ENGAGEMENT MARKETING OF SERVICE EXPERIENCES CAMPAIGNS VOICE CAMPAIGNS MARKETING TO SEO VOICE SEARCH VRM Developing quickly Driving performance improvement The long term vision Outsourced consumer decision making Today’s emerging challenge Key to success in the long term Source: AI@OMD
  • 11. Where are we in the journey? Whatispossibleinthefuture There are 5 stages of AI. Currently, we are progressing from interactivity with AI to co-activity Source: AI@OMD
  • 12. Chatbots CaseStudies EASY MOMENTS NEED-TO-KNOW MOMENTS IMMERSIVE MOMENTS RECEIVE REWARDS FROM YOUR FAVOURITE BRAND: GET UP TO SPEED WITH GAME OF THORNES: TRY ON DIFFERENT MAKE-UP LOOKS: STEP INTO A TV SERIES:FIND THE PERFECT GIFT: Source: AI@OMD
  • 13. Visual Listening CaseStudies Data #Love Men & Women Analysis Other hashtags image insight! SEARCH MEN & WOMEN CONTEXT Scrape photos with #love. Use social network analysis (SNA) to detect contexts in which people talk about love: marriage, having fun together, couple goals, weddings, etc. Use AI to detect only photos of couples 18+ who share their feelings online In partnership with wspólna zabawa ślub małżeństwo Source: AI@OMD, Annalect Poland
  • 14. Lessons Learned CaseStudies AWARENESS CONSIDERATION PURCHASE EXPERIENCE RETENTION AI suggests nearby points of interest based on my preferences. AI understands what I want and makes personalised suggestions AI shows me options based on my social accounts & ‘likes’. AI asks me for parameters. AI takes care of scheduling appointments/delivery. AI connects me to expert opinions. AI provides me with quicker customer service. AI offers seamless payment options. AI opens a direct channel with brand after purchase. AI connects me to an online community for feedback. Digital Touchpoints Physical Touchpoints AI provides me with relevant advice based on my habits and characteristics. AI makes it easier to find opening times, stocks, etc. AI provides in-store assistants with my past activity to offer the best service. AI assists on making more informed decisions about my purchases. AI surprises me with new opportunities and discoveries. There will be people who will default to a particular channel (phone, website, etc.) and others who will use multiple touchpoints, ensure you curate a consistent experience TAKE A H UMAN FIRST APPROACH Think about your existing customer journey and how AI can enhance different touchpoints Source: AI@OMD
  • 15. Is true autonomic marketing possible?  Programmatic advertising and CRM  Data driven creative development and optimization  Novel interactions and experiences − Promotions, Pricing  Mitigating risks to the brand  Proprietary models and methods  Elimination of bias  Multiple optimization levers  Killer Creative “The machine is not going to envision a product that will be embraced by millions for a good long time to come. The machine is not going to invent a new slogan that speaks directly to the hearts and minds of the masses for a good long time to come. The power to raise awareness, instill trust, and create desire is still in human hands for the time being. Data is going to have a tough time beating killer creative”. - Jim Sterne, AI in marketing Vijay Dakshinamoorthy Vijay.Dakshin@omnicommediagroup.com