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TRANSCRIPT
All Rights Reserved Damien Kopp 2018
Investment DecisionsCreating A Competitive Edge Using Big
Data & Machine IntelligenceBy Damien Kopp February 2018
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All Rights Reserved Damien Kopp 2018
“The most valuable commodity I know of is information” – Gordon Gekko, Wall Street
All Rights Reserved Damien Kopp 2018
Every Day…
4,000 brokerage reports a day comprising 36,000pages in 53 languages
Source: Blackrock Alternative Data Report
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Every Minute…Email users send 204,000,000 messages
Google receives over 3,600,000 search queries
Twitter users tweet 456,000 times
Amazon makes $258,000 in sales
Skype users make 154,200 calls
People send 15,220,700 texts
Source: DOMO Data Never Sleeps 5.0
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Drowning In An Ocean Of Digital InformationVolume
Velocity
VarietyVeracity
Value
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New Hype: Alternate Data
Sensor Data• Location, Power,
Temperature, Pressure, Speed,
• GPS and Mobile Devices, RFID
System DataLog files, Device records, SNMP MIBs
Service DataUsage log files, transactions, Internet, other
Social DataBlogs, videos, clickstreams,
images
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How to create value-generating signals?
§Robotics via intelligent workflow automation
§Data source enrichment with alternative datasets
§ Investment decision-making process mapping
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Machines Can Read, Comprehend, Curate, Distil Information At Precision Scale
1. Ingest oceans of data2. Generate insights from algorithms that enhance Capital Markets intimacy and embed deep understanding of a company metrics.3. Deliver Insights in bite sizes facilitating easy consumption and rapid action, blending into a workforce day to day workflow.
Loans
Intelligence
Engine
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Delivering the right insight at the right place at the right time to the right person
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Symphony WechatEikon APIsSalesforce AppsSlack EmailFidessa Multicast
Accounting Market Driven
Forecast Anticipation Behavioural Corporate Actions
Macro Senstivity
KPI Dashboard
Outcome Monitoring
Management Reports
Usage Statistics
Profiles Research News Annual Reports
Analyst Transcripts
Investor/ PrWires Social Media
From Data To Insights, To Decision To Action
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Machine-read Like An Investor
Take Pictures and Decode
Meaning
Machine Intelligence(Reading Literally & On the Line)
Extract “Key Capital Markets
Content”
Artificial Intelligence(Reading Between the Lines)
Parsing & Segmentation
Intelligent Tagging & Sentiment Concept Expansion Identifying Exactly
HOW it mattersEvent Extraction Identifying Exactly WHAT Matters
Relationships of Events andEntities to Capital Markets
This Delivers Utility Scale This Delivers Intelligence, Depth and Scale This Delivers Sustainable Investment Edge
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China Capital Markets: A Unique Opportunity
• Inclusion of Chinese A Shares in MSCI indices
• Expected US$ 400bn* in inflows in near future
• Low foreign institutional ownership
• Market inefficiency
• Lack of confidence of overseas investors
*BlackRock Estimates
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Machine-Read English & Mandarin like a Capital Market Professional
Successfully predicted abnormal price moves on Chinese securities even where the target company was not mentioned in the content.
Machine Learning
Mandarin parsing and segmentation engine
Capital Markets specific event extraction
Artificial Intelligence (AI)
AI Concept Expansion – The ability to understand BETWEEN and BEHIND the lines
like a capital markets expert
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Achieve cost reduction via intelligent automation
Value Capture Value Creation
Create differentiation via information asymmetry andsuperior decision making
process
+
Magic Formula
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Thank YouDamien KoppHead Of ProductsBlue Fire AI Pte Ltd.
Email: [email protected]: +65 866 13403LinkedIn: https://www.linkedin.com/in/damienkopp/