A 9min overview of how Singapore has leveraged AI for its smart nation journey. Presented at AI Monday organised by the Finnish Business Council on 4 March 2019
2. Applied Intelligence Lead
Health & Public Service
Accenture Singapore
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or Twitter: @khorashley
ASHLEY KHOR
Helps
government
agencies turn
ideas and data
into AI for
#SmartNation
4. CASE STUDY 1: SKILLSFUTURE
National movement to prepare the workforce for
an increasingly digital future and enable citizens
to reach their fullest potential throughout life
$500
credit per citizen
Source: http://www.skillsfuture.sg/
5. One of the largest cases of
fraud against a public
institution in Singapore
involving 9 shell companies
and over 8,000 falsified
subsidy claims
Source: https://www.straitstimes.com/singapore/courts-crime/8-more-charged-in-40-million-skillsfuture-fraud-case
CLAIMS FRAUD
6. AI TO COMBAT FRAUD
Source: https://www.channelnewsasia.com/news/singapore/skillsfuture-introduces-measures-to-better-detect-fraud-10980610
Image Analysis
Invoice Reconciliation
Machine Learning
Anomaly Detection
Automated
Risk Scoring
8. Singaporeans are known for
being comfortable with
voicing their displeasure
(some even consider it to be
a national sport)
Source: https://mothership.sg/2013/12/5-sure-win-sports-fire-singapore-top-medal-tally/
CITIZEN FEEDBACK
10. AI FOR NO WRONG DOOR
One stop-shop for
citizen feedback
Source: https://www.clc.gov.sg/docs/default-source/urban-solutions/urb-sol-iss-13-pdfs/13_case_study-singapore-oneservice@sg.PDF
Natural Language
Processing Engine
“No Wrong Door”
Integrated Case
Management System
Linked to feedback systems of
11 agencies and 16 town councils
30%
improvement in time to
close complex cases
12. AI IS DATA HUNGRY
Acquiring large quantities of
accurate data, amongst other
things, is one of the top
challenges for AI for Healthcare
DATA FOR HEALTHCARE AI
13. CASE STUDY 3: ONE PATIENT, ONE RECORD
National Electronic
Health Record (NEHR)
Public Health
Institutions
Private Health
Institutions
Source: https://www.moh.gov.sg/docs/librariesprovider8/default-document-library/moh-p2-consult-session-nehr_v0-11be1a5748c1d7485499c0f968a88984b2.pdf
HEALTHDATA
GRID
(FEDERATED)
NEHR
SYSTEM
(2FA)
Authorized
healthcare
professional
Authorized
researcher/
administrator
14. DATA SHARING ENABLERS FOR AI
Source: https://www.moh.gov.sg/docs/librariesprovider8/default-document-library/moh-p2-consult-session-nehr_v0-11be1a5748c1d7485499c0f968a88984b2.pdf
• 2FA system for access
• Detection of suspicious access
and usage
• Further security controls on
sensitive health information
• Audits of access logs and reasons
• Patients can view a record of
access to their data
• Patients have the right to opt out
• Multi-layered security defense
• Regular security reviews and
independent audits
Data Access
Controls
Patient
Choice
Cybersecurity
DefensesNEHR System
Safeguards
17. CASE STUDY 4: SITUATIONAL AWARENESS
Facial
Recognition
IRIS
Scanning
Automated
Lanes
FAST AND SEAMLESS TRAVEL (FAST) SYSTEMS
FOR CHECKPOINTS
Source: https://www.channelnewsasia.com/news/singapore/ica-biometric-screening-thumbprint-iris-face-recognition-10921224
19. EMBRACING TECHNOLOGY
FOR A SMART NATION
BALANCE
REGULATION
& INNOVATION
EDUCATE
&
DISCLOSE
LEGITIMATE
INTEREST &
INTENT
GOVT
LEADS
THE WAY
CITIZEN TRUST AND
ACCEPTANCE
Source: https://www.gov.sg/~/sgpcmedia/media_releases/mof/speech/S-20190601-1/attachment/Min%20Heng%20Speech%20at%20Sino-Singapore%20Artificial%20Intelligence%20Forum%201%20Jun%2019.PDF,
https://www.mci.gov.sg/pressroom/news-and-stories/pressroom/2019/8/speech-by-minister-s-iswaran-at-ai-singapores-1st-year-anniversary-event-on-30-august-2019
20. PAUL DAUGHERTY
CHIEF TECHNOLOGY & INNOVATION OFFICER, ACCENTURE
OUR OPPORTUNITY IS TO
AUGMENT PEOPLE WITH INTELLIGENT
TECHNOLOGY CREATING THE
“HUMAN+” WORKFORCE.