Now that corporate enthusiasm for Artificial Intelligence is skyrocketing, the challenge for the industry is to deliver on the incredible promise. Although lots still needs to be discovered around ethics, culture and effects on society, there is no reason to procrastinate: AI can deliver benefits and impact already today. Here’s 3 ways of how to do it.

1. CW
IN
CAPGEMINI
WEEK OF
INNOVATION
NETWORKS
AI NOW
The impact of Artificial Intelligence
and how to get applied with it now
Ron Tolido, CTO Capgemini Insights & Data
Toulouse F, 27 September, 2018

2. © 2018 Capgemini. All rights reserved.
2
1
2Understanding the
ubiqitous impact of AI
in the digital era and
how to get busy with it
Contents
Rise, fall and rise of AI
Why there won’t be an AI winter anytime soon
Getting Applied with AI
Tangible ways of moving forward3
Ubiquitous Impact of AI
Introducing TechnoVision 2018 autumn update

3. CW
IN
CAPGEMINI
WEEK OF
INNOVATION
NETWORKS
Rise, fall and rise of AI
why there won’t be an AI winter
anytime soon

4. 4
Artificial Intelligence
(AI) is the collection of
capabilities and behavior
by systems that are
perceived by humans as
intelligence …
While the perception of Intelligence
evolves over time, typical AI
capabilities currently include speech,
image & video recognition, autonomous
vehicles & machines, natural language
understanding, conversational agents,
strategic gaming, smart automation,
advanced simulation and complex
predictions
ARTIFICIAL
INTELLIGENCE

5. … with many breakthroughs due to Deep Neural Networks…

6. © 2018 Capgemini. All rights reserved.
… and natural language processing rapidly maturing …

7. © 2018 Capgemini. All rights reserved.
… fueled by massive amounts of training data …

8. © 2018 Capgemini. All rights reserved.
… and highly
specialized processing power ...

9. © 2018 Capgemini. All rights reserved.
… deployed at the very edge of real life …

10. … enabling many different value cases …
Brick Recognition
A cognitive capability enabled mobile app that can
consistently manage the experience of a customer
looking for specialist help to identify bricks
Warehousing Drones
An AI based solution that automates inventory check,
minimizing manual effort and associated error
Radiology Usage
An AI based system that studied radiology reports and
associate medical record to recommend optimal use of CT
scan, minimizing radiology exposure
Claims Processing
Cognitive application that “understands” information
from 1600 news feeds and reduces risk assessment time
by 70% and reduces the cost to serve individual claims

11. © 2018 Capgemini. All rights reserved. 11
Chatbots
Respond. Engage. Sell. Serve
Intelligent and cost effective chat bots used for driving
improved service and customer experiences
Satellite Imagery
Detect the planting and monitor the growth of young trees
using Synthetic Aperture Radar (SAR) satellite Images
Pipeline Leak Detection
In-line inspection of construction, topographical, engineering,
operational, GIS, maintenance data enabling faster
identification of integrity issues in pipelines
Improving Road Quality
Identify road potholes from cars that ply along he route
and alert maintenance crews for rapid filling
General
Corrosion
Shallow
Pitting
Lamination
… in various sectors and domains …

12. © 2018 Capgemini. All rights reserved.
… at various ambition levels …
Images Processing
Chains Optimization
TensorFlow Image
Recognition
Aircraft System Modelling
Computer Vision to
Prevent the Defects
Self-Driving System
Training
Image Classification for
Pipeline Defects
Mobile Cheque Deposit
Market Scan to Detect
Promising Startups
Handilight Project
Better, Assured Crop
Yields
Space Industry
Optimize online resource
scheduling of satellite
image processing on an
HPC/Cloud Cluster
Aerospace & Defense
Create a recognition
model and deploy it in the
cloud for Spot and Pleïade
images to perform image
recognition
Aerospace client
Modeled the behavior of a
complex system.
Neural Network is used to
simulate and optimize
future fuel consumption.
Automotive Manufacturing
Monitoring of the relevant
connections with a
camera. Using State-of-
the-Art-technologies
Tensorflow & Keras
Energy Tech
For self-driving systems
show how the digital twin
can be used for training
and optimization with
reinforcement learning.
Oil & Gas Operator
Pipeline inspection Robots
travel through the
pipeline, recording sensor
data that is used to
identify potential defects
Banking
App to deposit the cheque
online by processing the
image and perform image
to text conversion
Hospital
Use luminotherapy glasses
that produce a certain
light reducing sleepiness.
Research must be led to
find out the best light
wavelength to apply
Stimuli
EEG
Banking
Crawlers to extract data
from tech websites &
LSTM neural networks to
link startups names to the
feedbacks of the articles
Agritech/Crop Science
Predict Iron Deficiency
Chlorosis probability.
Precision plant suitable
varieties

13. © 2018 Capgemini. All rights reserved.
… achieving the previously unthinkable …

14. CW
IN
CAPGEMINI
WEEK OF
INNOVATION
NETWORKS
Ubiquitous Impact of AI
Introducing TechnoVision 2018
autumn update

15. Announcing
TechnoVision 2018
Autumn Update:
The impact of AI

16. AI affects the entire technology landscape …

17. … some highlights of our assessment …
• AI-enabled build & deploy, autonomous infra
• Digital Twins as AI playground
• Close to the Edge
• Add touches of “smart” to any app
• No-code, AI-augmented App development
• Bot is the New App
• Addressing the skills and productivity gap
• Bye, bye Big Data
• Trust Me, I’m an AI
• AI 101: Robotic Process Automation
• Add touches of ”smart” to any process
• Alexa, Run My Business
• The Art of Intent & Conversation
• Augmented AI Reality
• Towards the Psychic Pizza
• It Collaborates as well
• Finding the Perfect Match
• Crowd for Training Data

18. CW
IN
CAPGEMINI
WEEK OF
INNOVATION
NETWORKS
Getting Applied with AI
Tangible ways of moving forward

19. Three phases of getting applied with AI
ACTIVATE
AI strategy & business
transformation plan to start &
accelerate the deployment of AI
 Prioritize the right use cases
 Technological directions and data
landscape transformation plan
(Platform, People, Process)
 Enterprise stakeholders mobilization
TRANSFORM RE-IMAGINE
 AI services
 Data & AI platform foundations
 Change management
(People, Process)
Define the AI-First strategy of the
enterprise, and mobilize the
organization towards this new vision
 Create/redefine products, services,
processes and the entire business model
from an AI-First context
 Build & run platform foundations to
support fast innovation and exponential
market growth
AugmentAutomate Assist
Intelligent Process Automation
Intelligent Apps
Custom AI solutions
AI use case
gallery
AI methods tools,
accelerators
DisruptStart & plan

20. AI ACTIVATE
PerformAI Gallery
Use cases and Accelerators: to
deliver tangible business outcomes
quickly and at scale
Used in “AI Power Days”, to
quickly select priority use cases
and deliver tangible success

21. …. understanding levels of complexity / productivity
Solution
Framework
API
Infrastructure

22. AI TRANSFORM
Intelligent Apps
leveraging
vision, speech, language,
knowledge, search… APIs
Vision API
Speech API
Language API
Knowledge API

23. Create “an epic sea change
for all” by:
 Mining unstructured data from
social media, using NLP and
sentiment analysis
 Fusing various 3rd party data
sources
 Clustering perspective voyagers
(“sailors”)
 Designing and building AI-
based recommendation
systems
Build a cruise experience with a differentiated customer
experience for the millennial travelers
Computer Vision for on-ship Sentiment Recognition
Recommendation engines for automatic entertainment
propositions during the cruise
AI RE-IMAGINE
AI-First Customer Experience for a new
cruise line

24. … walking the entire AI path ….

25. CW
IN
CAPGEMINI
WEEK OF
INNOVATION
NETWORKS
AI NOW
The impact of Artificial Intelligence
and how to get applied with it now
Ron Tolido, CTO Capgemini Insights & Data
Toulouse F, 27 September, 2018