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Industry 4.0
AI in real life
 @NOAHConference
 @noah_conference
 @noah-conference
 @NOAHConference
FOLLOW USONSOCIAL
Long time ago….
2004: a robot was born. Qiscan.
Mass digitization of documents
First wave of the digital transformation.
15 years later.
A lot of hope & dreams.
Ai will change the world. Today. Is that true?
?
General AI. Narrow AI.
A quick reality check.
General AI is for dreamers.
We are there in 150 years.
Argument 1: NN are nothing new.
10162023
10112015
<100K1977
10262045
Today is a
totally different game.
Argument 2: But we see so many new technology drivers....
At omni:us: General/ Horizontal vs. Vertical?
Fin.Services
M
anufacturing
Telecom
Energy
Travel/Transport
€73b
€45b
€27b €25b
€16b
Manual processes (Avg. 29%) Already Automated
A market of €200b across all industries $$$$$$$$$
FOCUS means letting go &
is always painful too....
0110010010100010101100100101000101111100101001100100101000101011001001010
The omni:us team made a bet on
Verticalization.
Hyperverticalization.
Why insurance….
How can you be so excited about insurance?
Automation & support
On-demand, personalized Customer Experience
Cognitive data processing & interpretation
New data-driven products
Increased customer expectations
Data explosion
Legacy systems
New Insurtech
competitors
We have a clear mission.
We know exactly what we want.
We make insurance better.
Cognitive claims handling
with Artificial Intelligence.
… to data-driven.From process-driven
The digital transformation of insurance companies with AI.
Our AI-powered, data-driven claims solution.
Unlock relevant information
with cognitive data intake.
1 2
Material Prices
Labor Cost
Labor Efforts
Fraud indicators
Augment decision-support
with cognitive intelligence.
Communicate fast &
transparent with empathy.
More Time
Full Information
Customer Experience
+
=
3
Classification Information Extraction
Optical (Layout)
Region Detection (Computer Vision)
Table Detection (Computer Vision)
Message Parsing (Graphlets)
Classical Methods (Computer Vision)
RNN Text Sequence (Text)
Word2Vector (Text)
What
How
Algorithms
Textual (Context)
Regions of Interest + Labeled
Extraction
NL
P
NN Optical Classifier
NN NLP Topic Model
Utilities OCR OCR
We are pushing the boundaries of NARROW AI…
HTR HTR (Forms)
Line Detection
Image Alignment
Language Model
Why we can bet confidentially.
Unfair Advantage
We have unique access to millions of highly variable documents & types to train our AI modules.
Scalable Approach
§ Our production grade tech
platform can run, train, predict,
validate and re-train workflows
for any AI task.
§ Closed & fast feedback loops
§ Easy deployment into existing
system landscape without
interfering with daily operations
§ Small training sets required for
deployment
+[
Pre-trained AI Modules
§ Document Classification, Page
Classification, Entity Recognition,
Template Alignment &
Handwritten Text Recognition
§ High variety of different insurance
document classes: car & health
invoices, policies, e-mails, forms,..
(details see appendix)
§ Transfer learning capabilities
§ Advanced ground truthing,
validation & model versioning
system
+ ]
World-Class AI
Ecosystem
§ Decades of internal team
Machine Learning expertise
§ Exclusive collaboration with leading
research center for Computer Vision
(CVC Barcelona)
§ MIT Media lab collaboration
§ 250+ publications & papers
x
Its happening.
Insurance is in the middle of a
complete digital transformation.
EUR 3 bn
EUR 0,6 bnEUR 0,6 bn EUR 0,8 bnEUR 1 bn
Digitalisation investments until 2020
It takes a lot of energy to change things.
We are not alone.
THANK ALL OF YOU FOR YOUR TRUST AND ENERGY.
What would be different if we are successful?
Why is it worth is to fight for this change?
We enable insurance to become:
speed, fair & transparent1
more human, focus on us2
Intelligent & preventive3
truly personalized4
Join us for our ride toward towards the future.
We are searching for
strategic tech, ecosystem & insurance partners.
In order to embrace AI today….
...we believe in embracing change and therefore vulnerability.
Breaking walls
§ https://www.youtube.com/watch?v=ihJZtcOqbUA
And this way we can break walls. TOGETHER. AND ONLY TOGETHER.
AI is our
huge opportunity
to leverage
human potential
HELLO@OMNIUS.COM
Selected Completed NOAH Transactions
Focus on Leading European Internet companies
Covering over 400 companies across 25 online
verticals, a broad range of over 500 investors as
well as 100+ online-focused corporates
Deep understanding of industry dynamics
Ability to add value beyond banking advice
Facilitates overall process and minimizes
management distraction
NOAH Advisors is globally well connected
and has direct access to virtually all key
players in the industry
Knowledge of and strong relationships with
potential buyers’ key decision makers
Proactively finds and unlocks attractive
investment opportunities for leading investors
Annual NOAH Conference in its 10th year
Over 40 years of combined relevant M&A experience
Routine execution of M&A and financing transactions
with sizes of several billion euros
30 successfully completed NOAH Advisors transactions
underline successful transfer of M&A competencies to
the Internet sector
Entrepreneurial mind-set, focused on growing the
business and establishing a reputation for excellence
Ability to deliver top results in short time frames
Highly success-based compensation structures align
interests of clients and NOAH Advisors, and demonstrate
conviction to deliver top results
Creative deal solutions
Unique Industry Know-How
Unmatched Network and Relationships
Strong Investment Banking Competence
Full Commitment - We Are Entrepreneurs!
EUROPE’S LEADING INTERNET
CORPORATE FINANCE BOUTIQUE®
The NOAH Advisors Core Banking Team
Marco Rodzynek
Managing Director & Founder
Jan Brandes
Managing Director
Nikhil Parmar
Director
Olek Skwarczek
Associate
Lukas Schlund
Analyst
December 2014 October 2014
Sale of 100% of
for $800m to
Exclusive Financial Advisor to
Fotolia and the Selling Shareholders
Sale of 100% of
for €80m to
Exclusive Financial Advisor to
Trovit and its Shareholders
October 2016
Investment in
Exclusive Financial Advisor to KäuferPortal
and its Shareholders
by
84% Ownership
December 2016
August 2017
Financial Advisor to Silver Lake
Financial Advisor to EMK Capital
Investment in
Acquisition of a Majority Stake in
by
by
at a valuation of $200m
November 2019 July 2019
September 2018
Financial Advisor to MagicLab
Financial Advisor to AU10TIX
and its shareholders
Financial Advisor to 10bis
and its shareholders
Acquisition of a 79% stake in $60m Investment in
Sale of 100% in
by
at a valuation of ~$3 billion
at a valuation of $260m by
for €135m to
10Bis

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Omni:us - NOAH19 Berlin

  • 1. Industry 4.0 AI in real life
  • 2.  @NOAHConference  @noah_conference  @noah-conference  @NOAHConference FOLLOW USONSOCIAL
  • 3.
  • 4. Long time ago…. 2004: a robot was born. Qiscan. Mass digitization of documents First wave of the digital transformation.
  • 5. 15 years later. A lot of hope & dreams. Ai will change the world. Today. Is that true?
  • 8. General AI is for dreamers. We are there in 150 years. Argument 1: NN are nothing new.
  • 9. 10162023 10112015 <100K1977 10262045 Today is a totally different game. Argument 2: But we see so many new technology drivers....
  • 10. At omni:us: General/ Horizontal vs. Vertical? Fin.Services M anufacturing Telecom Energy Travel/Transport €73b €45b €27b €25b €16b Manual processes (Avg. 29%) Already Automated A market of €200b across all industries $$$$$$$$$
  • 11. FOCUS means letting go & is always painful too....
  • 13. Why insurance…. How can you be so excited about insurance? Automation & support On-demand, personalized Customer Experience Cognitive data processing & interpretation New data-driven products Increased customer expectations Data explosion Legacy systems New Insurtech competitors
  • 14. We have a clear mission. We know exactly what we want. We make insurance better.
  • 15. Cognitive claims handling with Artificial Intelligence.
  • 16. … to data-driven.From process-driven The digital transformation of insurance companies with AI.
  • 17. Our AI-powered, data-driven claims solution. Unlock relevant information with cognitive data intake. 1 2 Material Prices Labor Cost Labor Efforts Fraud indicators Augment decision-support with cognitive intelligence. Communicate fast & transparent with empathy. More Time Full Information Customer Experience + = 3
  • 18. Classification Information Extraction Optical (Layout) Region Detection (Computer Vision) Table Detection (Computer Vision) Message Parsing (Graphlets) Classical Methods (Computer Vision) RNN Text Sequence (Text) Word2Vector (Text) What How Algorithms Textual (Context) Regions of Interest + Labeled Extraction NL P NN Optical Classifier NN NLP Topic Model Utilities OCR OCR We are pushing the boundaries of NARROW AI… HTR HTR (Forms) Line Detection Image Alignment Language Model
  • 19. Why we can bet confidentially. Unfair Advantage We have unique access to millions of highly variable documents & types to train our AI modules. Scalable Approach § Our production grade tech platform can run, train, predict, validate and re-train workflows for any AI task. § Closed & fast feedback loops § Easy deployment into existing system landscape without interfering with daily operations § Small training sets required for deployment +[ Pre-trained AI Modules § Document Classification, Page Classification, Entity Recognition, Template Alignment & Handwritten Text Recognition § High variety of different insurance document classes: car & health invoices, policies, e-mails, forms,.. (details see appendix) § Transfer learning capabilities § Advanced ground truthing, validation & model versioning system + ] World-Class AI Ecosystem § Decades of internal team Machine Learning expertise § Exclusive collaboration with leading research center for Computer Vision (CVC Barcelona) § MIT Media lab collaboration § 250+ publications & papers x
  • 20. Its happening. Insurance is in the middle of a complete digital transformation. EUR 3 bn EUR 0,6 bnEUR 0,6 bn EUR 0,8 bnEUR 1 bn Digitalisation investments until 2020
  • 21.
  • 22. It takes a lot of energy to change things.
  • 23. We are not alone. THANK ALL OF YOU FOR YOUR TRUST AND ENERGY.
  • 24. What would be different if we are successful? Why is it worth is to fight for this change?
  • 25. We enable insurance to become: speed, fair & transparent1 more human, focus on us2 Intelligent & preventive3 truly personalized4
  • 26. Join us for our ride toward towards the future. We are searching for strategic tech, ecosystem & insurance partners.
  • 27. In order to embrace AI today….
  • 28. ...we believe in embracing change and therefore vulnerability.
  • 29. Breaking walls § https://www.youtube.com/watch?v=ihJZtcOqbUA And this way we can break walls. TOGETHER. AND ONLY TOGETHER.
  • 30. AI is our huge opportunity to leverage human potential
  • 32. Selected Completed NOAH Transactions Focus on Leading European Internet companies Covering over 400 companies across 25 online verticals, a broad range of over 500 investors as well as 100+ online-focused corporates Deep understanding of industry dynamics Ability to add value beyond banking advice Facilitates overall process and minimizes management distraction NOAH Advisors is globally well connected and has direct access to virtually all key players in the industry Knowledge of and strong relationships with potential buyers’ key decision makers Proactively finds and unlocks attractive investment opportunities for leading investors Annual NOAH Conference in its 10th year Over 40 years of combined relevant M&A experience Routine execution of M&A and financing transactions with sizes of several billion euros 30 successfully completed NOAH Advisors transactions underline successful transfer of M&A competencies to the Internet sector Entrepreneurial mind-set, focused on growing the business and establishing a reputation for excellence Ability to deliver top results in short time frames Highly success-based compensation structures align interests of clients and NOAH Advisors, and demonstrate conviction to deliver top results Creative deal solutions Unique Industry Know-How Unmatched Network and Relationships Strong Investment Banking Competence Full Commitment - We Are Entrepreneurs! EUROPE’S LEADING INTERNET CORPORATE FINANCE BOUTIQUE® The NOAH Advisors Core Banking Team Marco Rodzynek Managing Director & Founder Jan Brandes Managing Director Nikhil Parmar Director Olek Skwarczek Associate Lukas Schlund Analyst December 2014 October 2014 Sale of 100% of for $800m to Exclusive Financial Advisor to Fotolia and the Selling Shareholders Sale of 100% of for €80m to Exclusive Financial Advisor to Trovit and its Shareholders October 2016 Investment in Exclusive Financial Advisor to KäuferPortal and its Shareholders by 84% Ownership December 2016 August 2017 Financial Advisor to Silver Lake Financial Advisor to EMK Capital Investment in Acquisition of a Majority Stake in by by at a valuation of $200m November 2019 July 2019 September 2018 Financial Advisor to MagicLab Financial Advisor to AU10TIX and its shareholders Financial Advisor to 10bis and its shareholders Acquisition of a 79% stake in $60m Investment in Sale of 100% in by at a valuation of ~$3 billion at a valuation of $260m by for €135m to 10Bis