ai and cloud : taking trade and logistics to a new stage · ai based risk management solution...
TRANSCRIPT
© 2017 NTT DATA Corporation
Nov. 1st
Takayuki Kida
NTTDATA Corporation
AI and Cloud : Taking Trade and Logistics to a New Stage
Breakout Session 2
6th WCO TI Forum
© 2017 NTT DATA Corporation 2
I. Overview and Experience of NTTDATA
II. AI Based Risk Management Solution
III.B to B Trade Cloud
Agenda
© 2017 NTT DATA Corporation 4
Fact Figure of NTT DATA (as of March 31, FY17)
• Part of NTT Group: the largest
telecommunications provider in
Japan
• Originally a public company,
privatized in 1985
ESTABLISHED BY GOVERNMENT GLOBAL TOP 9 SYSTEM INTEGRATOR
• The largest System Integrator in
Japan
• Global Top 9 System Integrators
Sales Figure and Financial Situation
Net Sales USD 15.4 billion
Operating Income USD 1.0 billion
Total Assets USD 19.9 billion (1USD=112JPY)
© 2017 NTT DATA Corporation 5
Our Experience in Asia
Leveraging expertise gained in Japan
Japan (NACCS)
1978 Customs clearance system started
1991 Risk management system started
1997 Single Window started
39 years since 1978
The most Cutting-Edge System in the world
1. Vietnam (VNACCS)
April, 2014 –
2. Myanmar (MACCS)
Nov, 2016 –
© 2017 NTT DATA Corporation 6
Our Global Coverage in Customs and Trade
<North America>
NTT DATA Services <Asia>
NTT DATA APAC
<Central and South
America>
everis
© 2017 NTT DATA Corporation 7
Our Experience: NACCS
Import/export
declarations
Sea Cargo Air Cargo
Banks
import / export
permits
Sea-NACCS NACCS
Customs and Related Gov. Agencies
Customs
(Ministry of
Finance)
Ministry of
Health, Labor,
and Welfare
Ministry of
Agriculture,
Forestry, and
Fisheries
Ministry of
Economy,
Trade, and
Industry
Customs
Clearance Food
Inspection Plant / Animal
Quarantine
Trade
Licenses
Ministry of
Law
Ministry of
Land,
Infrastructure,
and Transport
Crew and
Passenger info
reporting
Vessel Arrival
Notice
Cargo info Cargo info
Crew /
passenger
info
Vessel
arrival info
import / export
permits Trade
licenses
Shipping
Companies
Sea-Cargo
Forwarders
Container
Terminals
Operators
Customs
Brokers
Warehouses
Air-Cargo
Forwarders
Consolidators
Customs
Broker
Warehouses
Banks
Airlines
Import/export
declarations
Duty
colle
ction
Import/
export
approval
Duty
collec
tion
© 2017 NTT DATA Corporation 8
Benefit of NACCS
47,6 45,2 39,4 35,4 35,1 31,1 26,0 26,8 26,3 27,0 26,7
94,5 84,9
63,7
49,5 46,0 37,8
36,8 33,7 33,0 31,2 30,4
26,1
19,8
13,1
10,2 5,6
4,9 4,3 3,3 3,1 2,6 2,4
0
20
40
60
80
100
120
140
160
180
Feb,1991 Feb,1992 Mar,1993 Mar,1996 Mar,1998 Mar,2001 Mar,2004 Mar,2006 Mar,2009 Mar,2012 Mar,2015
Arrival in port - Carry cargo into warehouse Carry cargo into warehouse - Declaration Declaration - Permission
168.2 hour (nearly7.0days)
59.5hour (nearly2.5days)
Average time required
for import procedure reduces to
nearly 1/3 in 20 years.
© 2017 NTT DATA Corporation 9
Today’s Topics
Needs: More efficient risk management
process and more accurate risk detection
Needs: Easy and streamline
communication within private users
Increase Significance of
Risk Management
Facilitation in total process of
trade
Recent Trend
AI Based Risk Management
B to B Trade Cloud
NTT DATA’ s New Solutions
For Governments
For Private Sectors
© 2017 NTT DATA Corporation 11
Need to deal with these challenges immediately otherwise…
1. Challenges of Customs Officers in Risk Management
Increase of terrorism
Increase of cargo due to E-
commerce
Increase burden of Customs
Officers
Strengthen Enforcement on
suspicious/dangerous goods
Increase efficiency of Customs
Clearance
Expand know-how of officers
Environment Surrounding Customs Challenges of Customs Officers
Increase time and cost in customs
clearance
Inflow illegal goods into the country
Missing collection of customs duties Further Increase of burden
© 2017 NTT DATA Corporation 12
PLAN
DO
CHECK
ACTION
2. NTT DATA’s Approach for the efficient and accurate Risk Management
<Establishing the context>
-Establish the context and plan of risk
management based on past clearance data
and risk information.
<Risk Assessment / Risk
Identification>
-Make and set screening criteria
based on the plan
-Screen and extract data that
have risks
<Risk Analysis / Risk Evaluation &
Prioritization>
-Analyze screening result and check the
accuracy
<Risk Treatment>
-Physical Inspection of cargo
-Use risk information to the next
screening
-Do post clearance audit based
on the result. Risk
Management
Increase burden of officers
Time consuming to
plan based on previous
action
Limit of risk analysis by
human
AI based risk management
supports RM PDCA cycle
© 2017 NTT DATA Corporation 13
AI based Risk Management Solution
Machine Learning
Register
Screening Result Risk Management
Database
Update Database
Generate
Models
Screening Result
1
6
4
5 Send Clearance Result from Clearance system
Screening & Selectivity by AI 5
3
2
Suggest risks by
Category
Declaration Screening Inspection Clearance
AI
Government Officer
7 Risk Analysis
© 2017 NTT DATA Corporation 14
Screen Image 1: Screening of new declaration
Suggest risks by radar
chart, by category
Answer
Green/Yellow/Red
© 2017 NTT DATA Corporation 15
Screen Image 2: Risk Analysis
Specify the period for past
data and the selectivity
channel by Rule
From all the target data, AI engine routed some to Red and Yellow
© 2017 NTT DATA Corporation 17
4. Benefit of our Solution
Screening engine that
officers can know its
cause of decision
Show risk suggestion
graphically by category
Specific screening
points are weighted and
can customized
Governments can keep
security and
confidential data within
the country
Can start from POC
using the real data
Can integrate with
existing customs
system
© 2017 NTT DATA Corporation 18
AI X-ray Image Detection Solution Declaration Screening Inspection Clearance
Customs Officers
目視によるチェック
Check the contents visually
Image recognition during X-ray
inspection Detect efficiently by AI
Check detection result by AI
AI X-ray Image Detection
By extracting local features of images by deep learning, it is possible to detect objects at high speed and with high accuracy
High-speed, high-precision image recognition
with deep learning AI contributes to reducing inspection time
by efficiently detecting disparity from X-ray images
AS-IS
TO-BE
© 2017 NTT DATA Corporation 20
Intro of B2B TradeCloud B2B TradeCloud
For advanced logistics management and communication
1. Open platform strategy: Tracking
2. Government to Government connection
© 2017 NTT DATA Corporation 21
Current business style
<Mail based>
B2B TradeCloud: Trade document sharing platform on CLOUD
Business style required to survive
<Cloud based>
I/V 00005
I/V 00005 I/V
00005 I/V 00005
Confusing
Time
consuming
Difficult to
keep truck of
new version
You
Customer
Bank/Insurance
Forwarder
Cloud
Easy to keep track
Organized in one place
Co-edit documents
Leave a
comment
time
Security
Efficiency
History
Audit
© 2017 NTT DATA Corporation 23
Strengthen trade operation by IoT
Strengthen compliance using AI
B2B TradeCloud is a cloud service which supports the management of information
(logical) and tracking information(physical) across borders.
Benefit をJETROから持ってくる
• Concrete performance analysis and afford sheer improvement cycle
• Quick response to irregular case with clear view of document & delivery
Benefits
Strengthen border security using tracking
1.Performance • Time & Location
2. Alert • Irregular action
TRACKING
INFORMATION
TRADE DATA
INFORMATION
© 2017 NTT DATA Corporation 24
Combination of G-B-B-G
The following formation of G-B-B-G will also enable efficient use of trade information.
B2B support transmitting necessary
information between G-G
• Efficient use of information
speeds up the operation
• Less mistakes in documents
Benefits
G
B
G
B
Country A Country B
Access control
Share and reuse information
Access control
© 2017 NTT DATA Corporation 25
NTT DATA Corporation http://www.nttdata-trade-facilitation.com/
Email: [email protected]
Exhibition booth: #9&10