This document discusses how Nuxeo offers AI capabilities to improve productivity and customer experience. It describes Nuxeo's AI platform called Nuxeo Vision that uses generic AI services for image and text recognition. The document then outlines Nuxeo's ambition to develop more advanced custom AI models using their content platform and insight cloud. It provides examples of how Nuxeo AI could be used for content enrichment, custom model training, learning from business processes, and decision assistance.

1. Improve your
Productivity and
Customer
Experience with
AI
Dan Wingrove
EMEA Presales Director, Nuxeo

2. Nuxeo offers the most
modern and scalable
platform on the market to
address all your needs
today and tomorrow
Digital Asset
Management
Manage the entire
lifecycle of your digital
assets from creation to
release.
Knowledge
Management
Provide the necessary
information to your
employees.
Strengthen employee
knowledge
Enterprise Content
Management
Transform the way
you create and
manage your
business content.
Share critical
information across
your organization
Lifecycle &
Retention
Optimize your
processes by better
managing your data and
content. Improve your
customer service or
partners
A New Generation of Content
Services

3. The industry view.
2018 Best Workplaces
2018 Top250
2018 Technology Fast500
2018 Trend-Setting Product
2018 Innovation Award in
Content Management
2018 Trend-Setting Product
“Visionary” in Magic Quadrant
for Content Services Platforms
“Strong Performer” in Forrester Wave
for Digital Asset Management
“Leader” in Enterprise Content
Management Value Matrix

4. AI Concepts

5. What is AI?
Systems capable of replicating certain
human capacities
5
Some examples
 Automate what a human can determine in less
than 3 seconds
 Image Processing / Text Recognition
 Help with choice: planning, expenses, daily tasks
 Connected houses
 Assisted driving

6. Deliver intelligent
content
 Facilitate the ingestion of documents to
better find and reuse them
 Reveal the hidden value of digital content
 Automate activities and repetitive tasks,
reducing unnecessary interactions
 Provide information in a predictive way
Use artificial intelligence to speed up
your processes and get a better view
of the documentary background

7. Classification
 Recognition of content type
 Contracts, invoices, commercial proposal,
product photo ...
Extraction of entities
 Automate links between images and documents
(location, people, organizations)
Recommendations
 Similar documents, potential target files
Person and Celebrity identification
Trend detection and content relevancy
Use Cases

8. Nuxeo Vision
A first approach

9. Nuxeo Vision
9
 Integration of external intelligent services such
as Google Vision, Amazon Recognition, etc.
 Generic module
Colours OCR
Brands &
Logos
Content
moderation
Labels

10. Demonstration

11. Limitations
11
Information in Context
Relies on generic models, unrelated
to company standards
Untapped potential
Doesn’t take into account specific
business information

12. Nuxeo's ambition on AI
12
Balloon
White
Chair
Property Value
Season Spring/Summer
Year 2019
Model YTR345
Range ACME Outdoors
Title Comfort Chair
Colour Vintage White
Nuxeo Vision Nuxeo AI

13. Nuxeo AI

14. The objective of Nuxeo AI
ENRICHMENT AND
SUGGESTION
Add and suggest additional
information to content
CUSTOM MODELS
Integrate the structuring
and information of the
enterprise information
system
LEARNING FLOW
Learn and improve
business processes from
information stored in the
document database
DECISION
ASSISTANCE
Assist users with workflow
tasks and receive the right
information at the right
time

15. Enrichment and suggestion
Sentiment

16. Enrichment and suggestion
16
Sentiment Text Extraction Celebrities
Appropriate Images Translation Labels

17. L’ambition de Nuxeo sur l’AI
17

18. Custom Models
Unreliable results
Reliable results
Number of
samples
Recognition
rate

19. Learning flow  Confirm or correct Machine Learning to improve business
processes
 Audit custom models to enable or disable them based on
statistics

20. Decision
assistance  Help on performing workflow tasks
 Display relevant actions at the right
time
 Assign the task to the best person

21. AI Infrastructure
Using Nuxeo Stream
Property Enrichment
Tagging, labelling
AWS Integration
Rekognition, Comprehend and Translate
Cloud First
Services Cloud AI (training & publishing)
Suggestions via UI
Integration in LTS 2019
Sight Engine Integration
Specific to multimedia content
In 2018

22. Introducing
Insight Cloud

23. Better together.
Nuxeo
Insight Cloud
Nuxeo
Content Platform
&

24. Nuxeo
Platform
Insight
Cloud
Prepare data for
model training
Build model
Test model
Package model
Integrate model into
workflow/UI

25. As easy as 1-2-3
25
Train
Choose what you want to predict
and the training data for the AI to
use. Insight Cloud provides
guidance on the quality of your
training set before you start.
Use
Nuxeo Insight Cloud acts like a
virtual assistant, learning the
specifics of your data and
suggesting values for you —
complete with insight into its
levels of confidence.
Refine
As you accept or reject its
recommendations, Insight Cloud
learns more about what you
prefer, its suggestions become
smarter automatically.

26. Artificial Intelligence
26
Structure your
dataset

27. Artificial Intelligence
27
Structure your
dataset
Analyze your
model performance

28. Artificial Intelligence
28
Structure your
dataset
Analyze your
model performance
Get suggestion on
creation forms

29. Artificial Intelligence
29
Structure your
dataset
Analyze your
model performance
Get suggestion on
creation forms
Enrich your
content

30. Vertical
models
Future
More
integrations
User
Experience
Continuous
learning

31. 31
Visit
www.nuxeo.com/products/ai

32. 32
Questions?

33. Thank
you!contact@nuxeo.com