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Naguib Toihiri
HEAD OF SEO AND GROWTH,
ARTEFACT
DUBAI, UAE ~ OCTOBER 22 - 23, 2019
DIGIMARCONMIDDLEEAST.COM | #DigiMarConMiddleEast
DIGIMARCONDUBAI.AE | #DigiMarConDubai
The Future of Search
with Artificial Intelligence
KEYNOTE
Today I will not talk about…
Mobile-First
Keywords Ranking
Landing Pages Optimisation
What’s
coming next ?
SEO First Signs
Of Life
World Wide Web
invented by Tim
Berners-Lee
First website
published online
Mobile
First Index
released
Panda update -
duplicate
content penalty
Penguin update -
manipulative link
schemes
penalty
A brief story of Search industry...
1989
1991
1997
2011
2012
2015
2020?
Voice Search Image Search Amazon Search
Voice Search Image Search Amazon Search
54%
of product searches
begin on Amazon
up from 46% in 2015
Jumpshot 2018
23%
of online searches
happen on
Google Image
Sparktoro 2018
45%
of UAE Internet
population use Voice
search & Voice
Commands
Global Web Index 2018
How AI can help us
deliver better results ?
“AI is one of the most important things humanity
is working on. It is more profound than, I don’t
know, electricity or fire”
Sundar Pichai
CEO at Google
(Machine) Learning from a
set of examples, growing
over time
● Supervised
● Unsupervised
● Reinforcement
Learns to recognize
spam in an inbox
AI
Learning Sensing
Processing signals from the
outside world
● Computer Vision
● Speech recognition
● Natural Language
Processing
● Feature construction
● …
Planning
Moving in an environment
to attain a goal
● Monte-Carlo Tree Search
● Markov decision
process*
● Genetic algorithms
● ....
Knowing & Reasoning
Deducing facts from other
facts, rules, connections
● Rule-based engine
● Expert systems
● Ontologies
● ….
Camera of a
driverless car
The robot must go
charge itself then
leave home
I can prove a
mathematical theorem
from axioms
* Stochastic model used to study optimization problems using dynamic programming
or reinforcement learning algorithms
Current State of AI application areas.
Validate Scale Up Insights
In other words, NLP aims to give the ability to computers to turn unstructured
textual data into structured data, to create value
Natural language processing is the science of empowering
computers to process and understand human languages
Emulate Google Results
using BERT NLP.
http://bit.ly/bert-nlp-demo
Validate Scale Up Insights
DigiMarCon 2019 is the best Digital Marketing
Conference in the Middle East.
A combination of expert panel, conference, webinar, and
other events, it brings together the most dedicated and
diverse group of marketers to deliver the most insightful
information, strategies, and tools to market your
company the right way.
We have assembled a robust conference program to be
used by all kinds of marketers. We've selected a mix of
workshops that focus on the fundamentals of digital
marketing as well as special
Auto Generate
Unique Content
at Scale.
Validate Scale Up Insights
Automatize data digestion and brings your focus on main
actionable insights.
Diagnostic of the drop
Root causes
automatically identified
Budget reallocation through insights on best/worst
performers and how your budget will be invested at its
best.
Prediction allows
digital marketers to
run quantified
simulations to take
data-driven actions
Understand the relevancy of
your text content
Speed up your content
production through automation
Unlock Insights and predict
account performance
Validate Scale Up Insights
Visionary marketing leaders need to understand AI and how it impacts consumers and marketers. They
must take proactive steps to ready themselves and their organizations for the AI-powered future.
We help brands move from intuition-based decision making to data-driven decision making, to
automated decision making – allowing their teams to no longer waste time on repetitive error-prone
tasks, but to concentrate on higher value-added work.
At Artefact, AI is not just a buzzword, it is at
the heart of our mindset and expertise.
AI will improve the productivity of your
digital marketing and help you make
smarter decisions
522hours per year
lost on repetitive
tasks *
*DJS Research 2017
DUMB WORK GUESS WORK
Manual and time-consuming
tasks can disappear thanks to
AI
AI ​​can confirm or deny human intuition
in the prediction of the optimal
customer dialogue / journey
522 hours per year lost on repetitive tasks*
What tasks to automate with AI ?
Creation
of new uses (Chatbots)
Algorithmic Omnichannel
Orchestration
Sales
Prediction
Dynamic Persona
Creation
The way we use AI in our day to day activities at Artefact
Predictive life
moments detection
Client
segmentation
Dynamic Creative
Optimisation (DCO)
Content Indexation
Automated Mix Media
Optimization
Automated
Trafficking
Bid
Optimization
Automated
Reporting
Cross-channel
Synergy detection
ROPO Measurement
INSIGHTS
CREATION
ACTIVATION
MEASUREMENT
IA
Planning
Insights
Setup and
control
Optimisation
AUDIENCE BUILDER
MY DCO
DISPLAY OPTIMIZER
AUTOMATED REPORTING
SMART MEDIA PLANNING
AUDIENCE INSIGHTS
• Our product team develops
tools to automatize low
value processes
• The team also builds
decision-making
algorithms, based on
machine learning
capacities
• For our clients, it means
that Artefact teams are
spending more time to
design business strategies
than managing manual
tasks
AI
OCTOPUS,our proprietary optimization platform
Design Assemble Industrialize
OPEN-SOURCE
FRAMEWORKS
OPEN SOURCE
LIBRARIES
Capabilities are designed using
best in class open source
technologies
Designed capabilities are
then combined together as lego
bricks
NLP Toolkit
Secured API
authentification
Time Series
Forecasting
Automated
Feature Engineering
A tailor-made solution is provided for
our customers, perfectly integrated
into their IT ecosystem
APPROACH
Best of breed technologies
- Easy integration of new
models and open-source
technologies
BENEFITS
Easy integration
- Infrastructure agnostic
- No data silo created
Scalability & maintenance
- Easy to add additional lego
bricks
- Total control over
maintenance & roadmap
NΛUTILUS platform built with LEGO bricks of open source
technologies for fast scalability
Thanks to AI, digital
marketers can
concentrate on higher
value-added work:
Strategy and Creativity
Thanks for your attention
. +971 4 434 3249 . dubai@artefact.com . DIC-15, Office G9-11, Dubai
The Future of Search with Artificial Intelligence - Naguib Toihiri, Artefact

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The Future of Search with Artificial Intelligence - Naguib Toihiri, Artefact

  • 1. Naguib Toihiri HEAD OF SEO AND GROWTH, ARTEFACT DUBAI, UAE ~ OCTOBER 22 - 23, 2019 DIGIMARCONMIDDLEEAST.COM | #DigiMarConMiddleEast DIGIMARCONDUBAI.AE | #DigiMarConDubai The Future of Search with Artificial Intelligence KEYNOTE
  • 2. Today I will not talk about… Mobile-First Keywords Ranking Landing Pages Optimisation
  • 3. What’s coming next ? SEO First Signs Of Life World Wide Web invented by Tim Berners-Lee First website published online Mobile First Index released Panda update - duplicate content penalty Penguin update - manipulative link schemes penalty A brief story of Search industry... 1989 1991 1997 2011 2012 2015 2020?
  • 4.
  • 5.
  • 6. Voice Search Image Search Amazon Search
  • 7. Voice Search Image Search Amazon Search 54% of product searches begin on Amazon up from 46% in 2015 Jumpshot 2018 23% of online searches happen on Google Image Sparktoro 2018 45% of UAE Internet population use Voice search & Voice Commands Global Web Index 2018
  • 8. How AI can help us deliver better results ?
  • 9. “AI is one of the most important things humanity is working on. It is more profound than, I don’t know, electricity or fire” Sundar Pichai CEO at Google
  • 10. (Machine) Learning from a set of examples, growing over time ● Supervised ● Unsupervised ● Reinforcement Learns to recognize spam in an inbox AI Learning Sensing Processing signals from the outside world ● Computer Vision ● Speech recognition ● Natural Language Processing ● Feature construction ● … Planning Moving in an environment to attain a goal ● Monte-Carlo Tree Search ● Markov decision process* ● Genetic algorithms ● .... Knowing & Reasoning Deducing facts from other facts, rules, connections ● Rule-based engine ● Expert systems ● Ontologies ● …. Camera of a driverless car The robot must go charge itself then leave home I can prove a mathematical theorem from axioms * Stochastic model used to study optimization problems using dynamic programming or reinforcement learning algorithms Current State of AI application areas.
  • 11. Validate Scale Up Insights
  • 12. In other words, NLP aims to give the ability to computers to turn unstructured textual data into structured data, to create value Natural language processing is the science of empowering computers to process and understand human languages
  • 13. Emulate Google Results using BERT NLP. http://bit.ly/bert-nlp-demo
  • 14. Validate Scale Up Insights
  • 15. DigiMarCon 2019 is the best Digital Marketing Conference in the Middle East. A combination of expert panel, conference, webinar, and other events, it brings together the most dedicated and diverse group of marketers to deliver the most insightful information, strategies, and tools to market your company the right way. We have assembled a robust conference program to be used by all kinds of marketers. We've selected a mix of workshops that focus on the fundamentals of digital marketing as well as special
  • 17. Validate Scale Up Insights
  • 18. Automatize data digestion and brings your focus on main actionable insights. Diagnostic of the drop Root causes automatically identified
  • 19. Budget reallocation through insights on best/worst performers and how your budget will be invested at its best. Prediction allows digital marketers to run quantified simulations to take data-driven actions
  • 20. Understand the relevancy of your text content Speed up your content production through automation Unlock Insights and predict account performance Validate Scale Up Insights
  • 21. Visionary marketing leaders need to understand AI and how it impacts consumers and marketers. They must take proactive steps to ready themselves and their organizations for the AI-powered future. We help brands move from intuition-based decision making to data-driven decision making, to automated decision making – allowing their teams to no longer waste time on repetitive error-prone tasks, but to concentrate on higher value-added work. At Artefact, AI is not just a buzzword, it is at the heart of our mindset and expertise. AI will improve the productivity of your digital marketing and help you make smarter decisions
  • 22. 522hours per year lost on repetitive tasks * *DJS Research 2017 DUMB WORK GUESS WORK Manual and time-consuming tasks can disappear thanks to AI AI ​​can confirm or deny human intuition in the prediction of the optimal customer dialogue / journey 522 hours per year lost on repetitive tasks* What tasks to automate with AI ?
  • 23. Creation of new uses (Chatbots) Algorithmic Omnichannel Orchestration Sales Prediction Dynamic Persona Creation The way we use AI in our day to day activities at Artefact Predictive life moments detection Client segmentation Dynamic Creative Optimisation (DCO) Content Indexation Automated Mix Media Optimization Automated Trafficking Bid Optimization Automated Reporting Cross-channel Synergy detection ROPO Measurement INSIGHTS CREATION ACTIVATION MEASUREMENT
  • 24. IA Planning Insights Setup and control Optimisation AUDIENCE BUILDER MY DCO DISPLAY OPTIMIZER AUTOMATED REPORTING SMART MEDIA PLANNING AUDIENCE INSIGHTS • Our product team develops tools to automatize low value processes • The team also builds decision-making algorithms, based on machine learning capacities • For our clients, it means that Artefact teams are spending more time to design business strategies than managing manual tasks AI OCTOPUS,our proprietary optimization platform
  • 25. Design Assemble Industrialize OPEN-SOURCE FRAMEWORKS OPEN SOURCE LIBRARIES Capabilities are designed using best in class open source technologies Designed capabilities are then combined together as lego bricks NLP Toolkit Secured API authentification Time Series Forecasting Automated Feature Engineering A tailor-made solution is provided for our customers, perfectly integrated into their IT ecosystem APPROACH Best of breed technologies - Easy integration of new models and open-source technologies BENEFITS Easy integration - Infrastructure agnostic - No data silo created Scalability & maintenance - Easy to add additional lego bricks - Total control over maintenance & roadmap NΛUTILUS platform built with LEGO bricks of open source technologies for fast scalability
  • 26. Thanks to AI, digital marketers can concentrate on higher value-added work: Strategy and Creativity
  • 27. Thanks for your attention . +971 4 434 3249 . dubai@artefact.com . DIC-15, Office G9-11, Dubai