how ai structures business information ?
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How AI structures Business Information
Nicolas BOMBOURG – FindoutManaging Director
[email protected]@Findout_ltd
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STRUCTURING KNOWLEDGEWHY NOW?
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+800% volume of info in the next 5 five years….
Datais exploding
faster than ever.
Source : Gartner
VOLUME
VELOCITY
VERACITY
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Source : Gartner
Variety : 80% unstructured….
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Why is this challenging ?
Non machine readable business information- Poor description- Analysis hidden
Unwritten content formats
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Example of business information to structure ?
EMBASSY REPORTSDEPARTMENT
REPORTSPATENTS
LEGAL DOCUMENTS
ANNUAL REPORTS
BUSINESS CLIMATE
INDUSTRY STATISTICSTECHNOLOGY INNOVATION
MARKET SHARE
REVENUES, STRATEGY
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The need for Data Technologies
Source : JISC
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The long road to Singularity
Technologies
Narrow AI AGI
Artificial Superintelligence
We are around here !
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STRUCTURING KNOWLEDGEHOW DO WE DO THAT ?
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How does a human learn ?
©
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How does a machine learn ?
CAT
ANIMALDUCK
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Knowledge structured at large scale
Bette
r
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STRUCTURING KNOWLEDGEWHAT FOR ?
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Structured Knowledge ? What for ?
Product effectiveness Worker effectiveness Automate or Improve Uncover Insights
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Better engage customers
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Novartis
ARBValsartan
How does a machine recommend ?
Environment Observations Model and Predictions Actions
Source : Deepmind
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Automate manual tasks
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Novartis
ARBValsartan
How does a machine automate ?
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Support YOU in revealing Insights
Visualisation of a company graph
90%
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90%
How does a machine reveal ?
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Cross disciplinary skills needed !
EngineersData Scientists
Analysts
UX Designers
Ontologists
Data Managers Economists
It’s all about Structuring Knowledge
Nicolas BOMBOURG – FindoutManaging Director
[email protected]@Findout_ltd
But it’s still a human job!