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BIG DATA – 
Goldwäsche im 
Informationszeitalter 
Dr. Volker Stümpflen 
6. November 2014 
Siehe Capital Beilage 10/2014: http://issuu.com/inpactmediaverlag/docs/big_data_capital_okt2014
Clueda AG 
Fresh off the press 
New applications and higher profitability than coal mines 
2 
Angela Merkel: “Big-Data-Mining” sei so 
“vielleicht doch gewinnträchtiger als 
der Kohlebergbau”. 
http://www.deutschlandfunk.de/it-gipfel-merkel-mahnt-mehr-datenschutz-an.1818.de.html?dram:article_id=300957
Clueda AG 
Big Data: High Growth Market 
Global demand for quicker and better decisions 
3 
http://www.bain.com/publications/articles/big_data_the_organizational_challenge.aspx/ 
More likely to 
make 
decisions 
much faster 
than 
competitors 
More likely to 
execute 
decisions as 
intended
Clueda AG 
A Novel Industry 
Emerging new technologies and companies 
4 
Data 
Applications 
Social Media 
Analytics 
Operational 
Intelligence 
Business 
Intelligence 
Analytics 
Visualization 
IBM 
7% 
HP 
5% 
Dell 
4% 
SAP 
3% 
Teradata 
3% 
Others 78%
Clueda AG 
Clueda 
Generating value from Big Data 
5
Clueda AG 6 
Pain in the Neck: 
LosingMillions in Seconds 
Due to Information Delay 
Faked AP Tweet: 
Loss of S&P 500 alone totaled $136.5 billion within six minutes !!!
Clueda AG 
The Dark Matter of Big Data 
Unstructured information 
7 
 Structured Data 
 Standard machine processing 
 Unstructured Data 
 Hard to interpret for computers 
 80 - 90 % of data in financial 
services is unstructured[1] 
[1] http://www.oracle.com/us/industries/financial-services/bigdata-in-fs-final-wp-1664665.pdf
Clueda AG 
3 Steps to Optimal Decision Making 
Supported by Big Data analytics 
8 
 Read 
 Simplify reading and interrelation recognition 
 Understand 
 Gain knowledge through understanding 
 Decide 
 Decide based on optimized knowledge
Clueda AG 
Gold panning in the information age 
Relevant knowledge is the new gold 
Each day, 
 500,000 news are released 
 200 million tweets are posted 
 294 billion e-mails are sent 
 2 million blog posts are written 
But merely 
1 is relevant 
9
Clueda AG 
Timely decision support through cognitive computing 
Clueda reads and understands news in real-time 
10 
Real-time: 1.000 Sentences per Second (SpS) 
What clients have: 
-News 
-Blogs 
-Tweets 
-Emails 
-Pdfs 
-Word 
-Databases 
… 
What clients get: 
REAL-TIME EVENT DETECTION 
What our engine does: 
-Detects events 
-Eliminates duplicates 
-Evaluates sentiment 
-Generates alerts 
-Establishes associations 
-Understands concepts 
-…
Clueda AG 
Cognitive Understanding 
Based on 10+ years of research in systems biology and cognitive computing 
11 
Linguistics and event detection 
 Never miss a business relevant 
event. Be the first to know and act. 
 Clueda.Engine can find the events 
of your interest, e.g. company 
mergers, CEO resignation and 
rumors. 
Pfizer FDA Approval 
wins 
FDA approval event
Clueda AG 
Knowledge Networks 
Inspired by the human brain 
12 
Apple 
Samsung 
verklagt 
beliefert 
HP 
beliefert 
Tim Cook 
ist CEO 
Canon 
beliefert 
Cirrus 
Logic 
beliefert 
beliefert 
China 
Seltene Erden 
beliefert 
kontrolliert 
benötigt 
In collaboration with
Clueda AG 13 
 Challenge: 
Obtention of market moving information 
in real-time 
 Solution: 
Real-time analysis of unstructured 
information to retrieve: 
• Events 
• Sentiments 
• Trends 
 Benefit: 
Get the decision relevant information in 
real-time, faster than competitors; act 
quick and take profits 
Solutions 
Financial Services & Banking 
Current clients 
The positive 
effect on the 
income 
statement is 
estimated to be 
€ 2 million. 
Current prospects
Clueda AG 14 
 Challenge: 
• Securities regulations in the U.S 
FINRA & SEC 
 Solution: 
• Analyze mail and chat streams 
• Multiple search-options 
• Define alerts and events 
• Dashboard with statistic features 
• Fraud triangle 
 Benefit: 
• Be compliant and act preventively 
through events/alerts 
• Prevent penalties 
• Detect frauds 
Solutions 
Compliance ($7.5 billion market in 2018*) 
Current prospects 
In negotiations 
for strategic 
cooperation with 
*Source: Markets & Markets
Clueda AG 
FromBig Data to Relevance 
New applications and higher profitability than coal mines 
 Increasing investments in Big Data 
 Real-time relevance is key to unlocking value 
 Dark matter and the big challenge 
 Understanding unstructured data 
 Successful applications 
 Portfolio monitoring 
 Compliance 
 Cognitive computing 
 Predictive analytics 
15
Clueda AG 
Dr. Volker Stümpflen 
CEO 
T +49 89 4161402 10 
M +49 176 57288282 
v.stuempflen@clueda.com 
Clueda AG 
Elsenheimerstraße 59 
D-80687 München 
www.clueda.com 
16 
Contact 
Selected References

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Big Data - Gold panning in the information age

  • 1. BIG DATA – Goldwäsche im Informationszeitalter Dr. Volker Stümpflen 6. November 2014 Siehe Capital Beilage 10/2014: http://issuu.com/inpactmediaverlag/docs/big_data_capital_okt2014
  • 2. Clueda AG Fresh off the press New applications and higher profitability than coal mines 2 Angela Merkel: “Big-Data-Mining” sei so “vielleicht doch gewinnträchtiger als der Kohlebergbau”. http://www.deutschlandfunk.de/it-gipfel-merkel-mahnt-mehr-datenschutz-an.1818.de.html?dram:article_id=300957
  • 3. Clueda AG Big Data: High Growth Market Global demand for quicker and better decisions 3 http://www.bain.com/publications/articles/big_data_the_organizational_challenge.aspx/ More likely to make decisions much faster than competitors More likely to execute decisions as intended
  • 4. Clueda AG A Novel Industry Emerging new technologies and companies 4 Data Applications Social Media Analytics Operational Intelligence Business Intelligence Analytics Visualization IBM 7% HP 5% Dell 4% SAP 3% Teradata 3% Others 78%
  • 5. Clueda AG Clueda Generating value from Big Data 5
  • 6. Clueda AG 6 Pain in the Neck: LosingMillions in Seconds Due to Information Delay Faked AP Tweet: Loss of S&P 500 alone totaled $136.5 billion within six minutes !!!
  • 7. Clueda AG The Dark Matter of Big Data Unstructured information 7  Structured Data  Standard machine processing  Unstructured Data  Hard to interpret for computers  80 - 90 % of data in financial services is unstructured[1] [1] http://www.oracle.com/us/industries/financial-services/bigdata-in-fs-final-wp-1664665.pdf
  • 8. Clueda AG 3 Steps to Optimal Decision Making Supported by Big Data analytics 8  Read  Simplify reading and interrelation recognition  Understand  Gain knowledge through understanding  Decide  Decide based on optimized knowledge
  • 9. Clueda AG Gold panning in the information age Relevant knowledge is the new gold Each day,  500,000 news are released  200 million tweets are posted  294 billion e-mails are sent  2 million blog posts are written But merely 1 is relevant 9
  • 10. Clueda AG Timely decision support through cognitive computing Clueda reads and understands news in real-time 10 Real-time: 1.000 Sentences per Second (SpS) What clients have: -News -Blogs -Tweets -Emails -Pdfs -Word -Databases … What clients get: REAL-TIME EVENT DETECTION What our engine does: -Detects events -Eliminates duplicates -Evaluates sentiment -Generates alerts -Establishes associations -Understands concepts -…
  • 11. Clueda AG Cognitive Understanding Based on 10+ years of research in systems biology and cognitive computing 11 Linguistics and event detection  Never miss a business relevant event. Be the first to know and act.  Clueda.Engine can find the events of your interest, e.g. company mergers, CEO resignation and rumors. Pfizer FDA Approval wins FDA approval event
  • 12. Clueda AG Knowledge Networks Inspired by the human brain 12 Apple Samsung verklagt beliefert HP beliefert Tim Cook ist CEO Canon beliefert Cirrus Logic beliefert beliefert China Seltene Erden beliefert kontrolliert benötigt In collaboration with
  • 13. Clueda AG 13  Challenge: Obtention of market moving information in real-time  Solution: Real-time analysis of unstructured information to retrieve: • Events • Sentiments • Trends  Benefit: Get the decision relevant information in real-time, faster than competitors; act quick and take profits Solutions Financial Services & Banking Current clients The positive effect on the income statement is estimated to be € 2 million. Current prospects
  • 14. Clueda AG 14  Challenge: • Securities regulations in the U.S FINRA & SEC  Solution: • Analyze mail and chat streams • Multiple search-options • Define alerts and events • Dashboard with statistic features • Fraud triangle  Benefit: • Be compliant and act preventively through events/alerts • Prevent penalties • Detect frauds Solutions Compliance ($7.5 billion market in 2018*) Current prospects In negotiations for strategic cooperation with *Source: Markets & Markets
  • 15. Clueda AG FromBig Data to Relevance New applications and higher profitability than coal mines  Increasing investments in Big Data  Real-time relevance is key to unlocking value  Dark matter and the big challenge  Understanding unstructured data  Successful applications  Portfolio monitoring  Compliance  Cognitive computing  Predictive analytics 15
  • 16. Clueda AG Dr. Volker Stümpflen CEO T +49 89 4161402 10 M +49 176 57288282 v.stuempflen@clueda.com Clueda AG Elsenheimerstraße 59 D-80687 München www.clueda.com 16 Contact Selected References