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Intelligent Asset Management Service
(Robo-Advisor)
BICube is Big Data Machine Learning Company
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
•
1
Problem
North Korea Threatens ‘Terrifying Price’ Over U.S. Sanctions Push
At regional meeting in Laos, Ri Yong Ho suggests Pyongyang would consider new nuclear-weapon test
How does WSJ Article Affect the Korean Stock Market
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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2
SolutionsAnalyze 8 language Articles
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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3
SolutionsData Mash-up Flow
Topic Relations
Multiple 8 Language
Stock& Fund Index Data Signal Index
Sentiment Index
Convergence
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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4
Solutions
Prediction Model
Forecast Simulation
Recommendation Generator
Portfolio Allocation
Revenue Evaluation
Portfolio Re-balancing
Reinforcement Model
Dif
fere
nti
ati
on F
acto
r
Request & Risk Evaluation
Set Investment Amount &Target ROI
Personalized Portfolio & Recommend
Robo-advisor Execution
Monitoring & Auto Re-balance
Legacy Process
Passive Strategy Long-Term Strategy Low-Cost ETF Investing MPT-Based Asset Allocation
Active Strategy Short-Term Strategy High-Return Investing Post-modern portfolio theory Asset Allocation
Leg
acy B
usin
ess L
imit
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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5
Goals
SNS
Stock
Fund/ETF
Futures
Gold
Exchange
Time-series data
Structu
red E
vent
Text data
Blog/Comm
News Article
Policy Article
Unstructu
red E
vent
Self-service Investment
Intelligent Asset Management
Investment Guide
Data Tech Service
Fully automated Financial Advisor
Robo
advis
or s
ervic
e
Amount under2M won
End user
45-50 years
Individuals
Merg
e In
put D
ata
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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6
Everyday forecast simulating
Apple Accuracy : 75%
Amazon Accuracy: 67%
Prediction charts uploaded on facebookand they where verified the day after
Solutions
Test period was about 3months
<Test Period> APPLE: 3months Amazon:2.5months
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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7
Data Tech Service fee Investment Guide fee Self-service Investment Fully automated Financial Advisor
Customer return rate Incentive Compensation
10%↓ no
10%~19% 10% of return
20%~29% ~20% of return
30%~39% ~30% of return
40%~49% ~40% of return
50%~100% ~50% of return
Fee : 0.0 %
Business Model
Value Proposition
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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8
Robo Advisers to Run $2 Trillions by 2020
We are targeting the individuals with personal investment
amount under 2million won.
Wealthfront : $2.2B AUM
Betterment.com
Nutmeg
FutureAdvisor
Schwab Intelligent Portfolios
SafeTrade
Market
<AM Market size> North America : $33.02 Trillion → 2020 $49.4 Trillions Europe : $19.9 Trillions → 2020 27.9 Trillions Asia·Pacific : CAGR 9.8% → $16.2 Trillions South America : CAGR 12.5% → $6.7 Trillions Mideast·Africa : CAGR 11.9% → $1.5 Trillions
Individual Investment info of korea , Million\
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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9
Financial Forecasting
AuMTrust Focus
Au
MHigh
Low 2016 2017 2018 2019 2020
Accuracy 55 56 57 59 60
AuM 0 300 1000 3000 10000
0
2000
4000
6000
8000
10000
12000
52
53
54
55
56
57
58
59
60
61
100 M
illio
n (
\)
%
Average Years
Gender Ratio
Years ( \ ) Members
60 50 40 30 20 50 more All 20~30G
bond 49.4
stock 47.8 6:4 140M 70M 49M 27M 18M 43.4% 134M
Individual Investment Info
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
•
10
”
20years experience in
computer science
And also Machine Learning specialist
Management
&Marketing
Data
Technology
for Asset
Management
Biz Model
Development
Service development
Overseas business
Stock Specialist
2 Members
Team
The Pioneer of Data Technology EraBigdata Machine Learning based Robo-Advisor
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11
● 1997◎ mksoft ceo
● 2000◎ 02 addigital team learder
● 2002◎ 02 Home networking system development
● 2005◎ 01 VAN, direct payment system◎ 04 gift card management system◎ 09 H-2500 gift card reader system◎ 12 Financial Supervisory Service - financial accident share
system and indirect investment organization announcementsystem, the Financial Supervisory Service
● 2006◎ 04 KSNET(Van) agent ◎ 11 premium gift card management system
● 2007◎ 08 credit card direct payment system
● 2008◎ 03 broadcasting contents management system◎ 06 news operating system(KTV)◎ 12 e-history system
● 2009◎ 02 national record DB meta-data planning◎ 09 e-tax invoice system◎ 12 samsung DITS
● 2010◎ 05 BICube DW OLAP ◎ 11 KPI BSC
● 2011◎ 06 saemaul bank internet banking system◎ 12 BICube Bigdata Analytics Platform
● 2013◎ 09 NeuralStream-FDS
● 2015◎ 07 BICube CO.,LTD
Name : min-kyung kimEducation : Sungkyunkwan UniveristyEastern philosophy
<SCHOLARSHIPS AND AWARDS> Financial bigdata, Korea bigdata conference Financial bigdata, Chonggwanchoon beijing, china Financial security, Financial research soiciety Logistic bigdata, Korea-china bigdata conference IoT real-time analysis, ETRI Bigdata Science Lecture, dongguk university Bigdata special lecture, sukmyung university 2015 korea bigdata award runner-up price 2015 best innovation company
Team
其 質 如 風Do Fast like a wind
-Masayoshi Son-
Thank You .감사합니다.