A*STAR’s assistance to SMEs - Home - Singapore Furniture · KPI numbers CAA 31 March 2015 65%...

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A*STAR’s assistance to SMEs (3 June 2016) The content of this presentation are protected by copyright, trademark and other forms of proprietary rights. All rights, title and interest in the Contents are owned by, licensed to or controlled by A*STAR. You shall not reproduce, publish, upload, post, transmit, adapt, modify or otherwise display, distribute or exploit in any way, without the prior written permission of A*STAR.

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Page 1: A*STAR’s assistance to SMEs - Home - Singapore Furniture · KPI numbers CAA 31 March 2015 65% SMEs MNCs >13 START-UPS A YEAR 1 RSE SPUN OUT TO ... Bio-Pharma Processing Functional

A*STAR’s assistance to SMEs

(3 June 2016)

The content of this presentation are protected by copyright, trademark and other forms of proprietary rights. All

rights, title and interest in the Contents are owned by, licensed to or controlled by A*STAR. You shall not

reproduce, publish, upload, post, transmit, adapt, modify or otherwise display, distribute or exploit in any way,

without the prior written permission of A*STAR.

Page 2: A*STAR’s assistance to SMEs - Home - Singapore Furniture · KPI numbers CAA 31 March 2015 65% SMEs MNCs >13 START-UPS A YEAR 1 RSE SPUN OUT TO ... Bio-Pharma Processing Functional

ABOUT A*STAR

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“A*STAR’s role is to be the

engine for transforming the economy

into a knowledge-based

and innovation-driven one.”

Economic

Development

Board

Standards,

Productivity and

Innovation Board

International

Enterprise

Singapore

Jurong Town

Corp

Sentosa

Development

Corp Energy Market

Authority

Singapore

Tourism Board Competition

Commission of

Singapore

A*STAR’s Family

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>1,700

Singapore’s Lead Government Agency for Economic Oriented R&D

PATENTS FILED A YEAR

>2,800 PAPERS PUBLISHED A YEAR

>200 LICENSES A YEAR 4 LICENSES A WEEK

INDUSTRY PROJECTS A YEAR 5 INDUSTRY PROJECTS A DAY

>240

KPI numbers CAA 31 March 2015

35% SMEs 65%

MNCs

>13 START-UPS A YEAR

1 RSE SPUN OUT TO INDUSTRY A DAY*

* average number of Research Scientists and Engineers (RSE) per working day in a calendar year

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8 Research Units

10 Research Units

A*STAR

Commercialisation Scholarships

Biomedical Research Council

(BMRC)

A*STAR Graduate Academy

ETPL

Science & Engineering

Research Council

(SERC)

Joint Council Office

(JCO)

>5,400 Staff >4,400 Researchers, Engineers and Technical Support Staff

>40% of whom come from 60 countries

Mission: We advance science and develop innovative technology to further economic growth and improve lives

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Electronics Semiconductors Data Storage Electronic Components Electronic Modules Network Technology

Infocomm & Media

Communications Software & Computing

Digital Content & Media Networking

Chemicals & Materials

Specialty Chemicals Performance Materials Bio-Pharma Processing Functional Films

Engineering Precision Engineering

Aerospace

Marine Oil & Gas

Automotive

Logistics & Supply Chain Management

Data Storage

Microelectronics

Infocomm Sciences

Computational Sciences

Material Science

Chemical Sciences

Manufacturing Technologies

Metrology

SERC Core Capabilities

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SERC RIs & Entities

Electronics

Semiconductors

Data Storage

Electronic Components

Electronic Modules

Network Technology

Infocomm & Media

Communications

Software and Computing

Digital Content and Media

Networking

Chemicals &

Materials

Specialty Chemicals

Performance Materials

Bio-Pharma Processing

Functional Films

Engineering

Precision Engineering

Aerospace

Marine Oil & Gas

Automotive

Logistics & Supply Chain Management

Data Storage

Microelectronics

Infocomm Sciences

Computational Sciences

Material Science

Chemical Sciences

Manufacturing Technologies

Metrology

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BMRC Core Capabilities

PHARMACEUTICALS

Development of small molecule therapeutics

NUTRITION & PERSONAL CARE

Development of high-value nutrition and personal care / consumer products

MEDICAL TECHNOLOGY Medical devices,

info tech, diagnostics

BIOTECHNOLOGY & BIOLOGICS

Development of protein-based

therapeutics

Bioimaging Bioprocessing

Genomics & Proteomics Molecular & Cell Biology

Drugs/Biologics Discovery and Development Bioengineering & Nanotechnology

Computational Biology Immunology

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TECHNOLOGY TRANSFER

PROTECT KNOWLEDGE

Manage A*STAR’s

IP portfolio

INCUBATE TECHNOLOGY

Improve technology readiness levels for industry adoption

TRANSFER KNOWLEDGE

Commercialise technology

IP Management Bridging the Gap Licensing/

Spin-off

Val

ue

Ch

ain

CAA: 1 December 2015

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How to work with us

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Industry Engagement

Many to One STRATEGIC PARTNERSHIP

One to One PARTNERSHIPS | PROJECTS

Many to Many CONSORTIA

One to Many CONSORTIA

COMPANY

COMPANY A*STAR

RI

A*STAR

RI

IHL PUBLIC AGENCY

A*STAR

RI MNC LE

PUBLIC AGENCY

SME

A*STAR

RI

LE SME

IHL

MNC

COMPANIES ENGAGED

RIs

/PU

BLI

C A

GEN

CIE

S IN

VO

LVED

RI: Research Institute IHL: Institute of Higher Learning MNC: Multi-National Company LE: Local Enterprise SME: Small & Medium Enterprise

CAA: 1 March 2016

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• Projects with RI

o One-to-one

o CIP / value chain projects

• Gap-funding

• Centres of Innovation (COIs)

o Materials COI and PE

COI

• GET-Up: Operation and

Technology road mapping

(“OTR”)

Five Facilitated

workshops

Defined technology

roadmap created by

management of

companies with the

support from OTR

specialists Ris

Use of Innovation and

Capability voucher

allowed

• GET-Up: Technical

advisory / consultancy

• GET-Up: T-UP

Identify technology needs Improve productivity

Growth

Technology licensing

Tech transfer / support

• Technology Adoption

Program (TAP)

• 27 Ready-To-Go packages

What do I need? Grow your

business with technology Go to market

• Headstart Program

• Simplified Licensing Terms

From Mind to Market How A*STAR can help

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For More Information

SME Website: http://www.a-star.edu.sg/SME A*STAR’s Ready-To-Go Technology Packages: http://www.a-star.edu.sg/sme/OUR-PROGRAMMES/READY-TO-GO-PACKAGES.aspx A*STAR’s iSME Newsletter http://www.a-star.edu.sg/sme/ISME-NEWSLETTER/iSME-Newsletter-Page.aspx Contact: [email protected]

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THANK YOU

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

The OMNI Programme

Manufacturing Productivity Technology Centre

1

Strategies for Productivity Improvement

to Achieve Operational Excellence

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Productivity Concepts

Efficiency input

Outp

ut

Doing the Right Things

Effectiveness is the

foundation of success

Effectiveness

RESOURCE + ACTIVITY = RESULTS

Doing Things Right

Efficiency is a minimum condition

for survival after success achieved.

PRODUCTIVITY

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

OMNI Approach

The challenge for companies who

want to achieve and sustain their

competitive position and deliver

extraordinary levels of distinctive value to selected customers (World Class Productivity), is therefore to

adopt a

Proactive, Holistic and

Total Value Chain

Approach (Strategic Methodology)

Tools & Techniques all aligned to

business strategies and objectives

Horizontal Focus of the Company

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

5 stages

OMNI Strategic Methodology

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Strategy Action • Understand background

information

• Review current business

competitive strategy and

gaps

• Determine business

objectives

Stage 1

Determine DETERMINE BUSINESS

STRATEGY AND

OBJECTIVES

• Assign responsibilities

and estimate budgets

required

• Establish duration and

deliverables

Stage 5

Develop DEVELOP ACTION

PLAN

• Identify improvement areas

• Identify activities, input

resources, and outputs of

improvement areas

• Assess current productivity

of improvement areas

Stage 3 Improve

IDENTIFY IMPROVEMENT

AREAS AND ASSESS

PRODUCTIVITY

• Understand organization

structure

• Check alignment between

business objectives and

departments

• Identify current activity

map

Stage 2

Identify IDENTIFY ACTIVITY

LANDSCAPE

• Generate initiatives

• Assess productivity indexes

of improvement areas

• Prioritize initiatives

Stage 4

Prioritize GENERATE AND

PRIORITIZE INITIATIVES

OMNI approach (OmniMethodologyTM )

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Source: The Discipline of Market Leaders (Treacy & Wiersema)

Customer Intimacy the customer has turned over

an entire process to you.

You are creating the

best total solution

for the

customer

Operational Excellence you have your processes so under control that you deliver best total cost to your customers

Performance Threshold

Product Leadership you sell the best product on

the market

OMNI Toolbox Stage 1

Determine DETERMINE BUSINESS

STRATEGY AND

OBJECTIVES

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Productivity

Champions

Leadership

Team

C/T=?

Acceptance

Test

SO, Forecast

CyberOptics Asia Pacific

Headquarters

(Singapore)

Customers

Consolidated SO

PO, Loading Plan Forecast (3mths)

Production Progress

Delivery Record

Manufacturing Leadtime: ~ 1 week

~ 6 weeks

2 – 4 weeks

RM

FG

Regional Offices

By sea

By sea

Reps

PO

Suppliers

C/T=?

Electrical

Panel sub-

Assembly

C/T=?

Weldment

Frame sub-

Assembly

C/T=?

Electrical

Panel

Assembly

C/T=?

Data

Collection

C/T=?

Hi-POT

Test

C/T=?

Computer

set-up

C/T=?

Hardware

Test

C/T=?

System

CalibrationC/T=?

Burn In

C/T=?

Packaging

Production Control

Assembly

Testing

Daily Production Schedule

C/T=?

Cable

Routing

C/T=?

SIM

Module

Assembly

WIP

Process Level Functional Level Supply Chain

SO, Forecast

Malaysia

(cables,

conveyors, etc.)

Taiwan

(robots, etc.)

CyberOptics Asia Pacific

Headquarters

(Singapore)

Manufacturing

(Singapore)

Customer A

Consolidated SO

PO, Loading Plan Forecast (3mths)

Production Progress

Delivery Record

Total Leadtime: 4 – 6 weeks

~ 6 weeks

~1 week

2 – 4 weeks

RM WIP FG

Suppliers

Customers

Customer B

Customer C

Regional Office

(Asia)

Regional Office

Regional Office

(China)

Regional Office

(USA)

By seaBy sea

Rep A

Representative

Rep B

Rep C

Rep DRegional Office

(Europe)

PO

PO

PO

PO

Singapore

(computers, etc.)

USA Corporate

HQ (critical

components)

OMNI Toolbox Stage 2

Identify IDENTIFY ACTIVITY

LANDSCAPE

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

SO, Forecast

Malaysia

(cables,

conveyors, etc.)

Taiwan

(robots, etc.)

CyberOptics Asia Pacific

Headquarters

(Singapore)

Manufacturing

(Singapore)

Customer A

Consolidated SO

PO, Loading Plan Forecast (3mths)

Production Progress

Delivery Record

Total Leadtime: 4 – 6 weeks

~ 6 weeks

~1 week

2 – 4 weeks

RM WIP FG

Suppliers

Customers

Customer B

Customer C

Regional Office

(Asia)

Regional Office

Regional Office

(China)

Regional Office

(USA)

By seaBy sea

Rep A

Representative

Rep B

Rep C

Rep DRegional Office

(Europe)

PO

PO

PO

PO

Singapore

(computers, etc.)

USA Corporate

HQ (critical

components)

Hotspot Improvement Area

Hotspot Improvement Area

Hotspot Improvement Area

Identify Activities, Input Resources and Outputs of Improvement Areas

Assess Current Productivity of Improvement Areas

OMNI Toolbox

Stage 3 Improve

IDENTIFY IMPROVEMENT

AREAS AND ASSESS

PRODUCTIVITY

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Tools and Techniques

OMNI Toolbox Stage 4

Generate GENERATE AND

PRIORITIZE INITIATIVES

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Roland

Roland

Jasmine

Jasmine

Amrik

Amrik

Material Ordering Process

RM Allocation Process

Manufacturing

Process

Productivity Planning

Meeting (4 hour time limit)

Daily Standup Meeting

(15 minutes)Productivity Review

Meeting (4 hour time limit)

Productivity

Retrospective (3 hourtime limit)

Cluster Meeting (as

needed)

PLAN

DOSTUDY

ACT

1

2

4

3

3-week

productivity cycle

Productivity Planning

Meeting (4 hour time limit)

Daily Standup Meeting

(15 minutes)Productivity Review

Meeting (4 hour time limit)

Productivity

Retrospective (3 hourtime limit)

Cluster Meeting (as

needed)

PLAN

DOSTUDY

ACT

1

2

4

3

3-week

productivity cycle

Productivity Planning

Meeting (4 hour time limit)

Daily Standup Meeting

(15 minutes)Productivity Review

Meeting (4 hour time limit)

Productivity

Retrospective (3 hourtime limit)

Cluster Meeting (as

needed)

PLAN

DOSTUDY

ACT

1

2

4

3

3-week

productivity cycle

Week 1-3 Week 4-6 Week 7-9

PDSA Cycle Discipline

Productivity Room

OMNI Toolbox Stage 5

Develop DEVELOP ACTION

PLAN

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

PRACTISE and IMPLEMENT –

Project & Mentoring On-Site

with Company

PRACTISE and IMPLEMENT –

Project & Mentoring On-Site

with Company

How we deliver OMNI Programme ?

Understand Operations

Learn with Knowledge

Transfer

Improve Operations

Practise with On-Site mentoring

and projects

Develop Action Plan

Implement with On-Site mentoring

and projects

SIMTech and WDA jointly developed this programme to improve productivity of companies

by transfering knowledge and developing productivity champions to sustain productivity

improvements and achieve operational excellence.

Page 26: A*STAR’s assistance to SMEs - Home - Singapore Furniture · KPI numbers CAA 31 March 2015 65% SMEs MNCs >13 START-UPS A YEAR 1 RSE SPUN OUT TO ... Bio-Pharma Processing Functional

Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

Thank you for your attention Any Questions?

Thank You

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

1

wfMOBILETM

(Generic Mobile Workflow)

Dr Justin Lim, MPTC

June, 2016

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2

Agenda • Background & Introduction

• Generic Mobile Workflow Setup

• Sample Mobile Flows – Goods Delivery Mobile Workflow

– Process Assembly Mobile Workflow

– Employee Mobile Communications Workflow

– Printing Process Tracking Mobile Workflow

– Vehicle Repair Workshop workflow

• Reports

• Future Work to be done

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3

Background • Many SMEs still rely on paper travelers /

jobsheets to track key production processes

• Reasons : • Cost

• Difficult to implement

• As a result, no data for analysis

Target Applications • Simple workflows for SME process tracking

• Target applications without mobile workflow

• Work process tracking & Onthego resource management

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

4

wfMOBILETM • Objectives

– Low-cost generic mobile workflow applications

– Easily configurable to fit into various industry scenarios

– Mass deployment

• Features

– No programming needed to enable mobile workflow

– Configurable GUI • Database, GUI and Flow are auto-created

– Conditional flows and calling of new web services

– Web services for interfaces to other systems

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5

wfMOBILETM Workflow Setup

Configure any workflow

Configurable Workflow GUI

Database

Scheduler

Engine

Workflow Engine

Workflows Loader

Attributes Loader

Workflow configurator

Attribute lists

1. Define Configurations using Excel Template File

• Process Flow Name & GUI

• Data Groups – User Group, List, Images

2. Load templates into Workflow Engine

3. Start using workflow on Mobile App

wfMOBILE

Apps

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

6

Workflow Generator

App_Name Step_Name StepNo UserGroup NextStep NextUser Remarks CompType Label Attribute CompType Label Attribute

SemiAssemblyFlow Lot Start 1 Planner 2 GROUP Lot Start BARCODE_INPUT Lot Num E,U LIST_INPUT Device E

SemiAssemblyFlow Saw 2 SawGroup 3 GROUP Saw TEXTBOX Lot Num E TEXTBOX Device E

SemiAssemblyFlow DieAttach 3 DieAttachGroup 4 GROUP DieAttach TEXTBOX Lot Num E TEXTBOX Device E

SemiAssemblyFlow Mold 4 MoldGroup 5 GROUP Mold TEXTBOX Lot Num E TEXTBOX Device E

SemiAssemblyFlow Test 5 TestGroup 6 GROUP Test TEXTBOX Lot Num E TEXTBOX Device E

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Copyright © 2016 All rights reserved Singapore Institute of Manufacturing Technology

7

GUI Objects & Attributes Available

Name Description TEXTBOX Display Text ACPT_RJCT_RMK Accept or Reject INPUTBOX Enter text DATE_INPUT Select Date SUBMIT_BUTTON Update the workflow with user input DATE_BUTTON Get the Current Date CREATE_BUTTON Create the Workflow LIST_INPUT Select the value from list USERNAME Automatically with logged username SIGNATURE_INPUT Capture the signature from app DATE_TIMERANGE_INPUT Enter date with time range IMAGE_DISPLAY Display the Store image ADDRESS_INPUT Enter address by postal code CAMERA_INPUT To Capture image CAMERA_DISPLAY Show the image BARCODE_INPUT Scan the barcode and get the value ID_INPUT Generate Unique id GROUP_INPUT Select a group from list MESSAGE_INPUT Enter Multiline Text MESSAGE_DISPLAY Display Multiline Text BROADCAST_BUTTON Assign the workflow to multiple users

Attribute Action Description A Any Any type of value. Character or numeric value.

D Disable Not visible in the mobile.

E Enable Visible in mobile

A_NUM Any numeric value

U_NUM Unique Numeric

C_[Field Name] Copy the relevant Field Copy value to the next step

> Greater than For Date input ,date must be newer than specified field

For number value must be greater than specified field

>=

Greater than or equal For Date input ,date must be equal or newer than specified field For number value must be equal or greater than specified field

< Less than For Date input ,date must be older than specified field

For number value must be less than specified field

<=

Less than or equal For Date input ,date must be older than old specified field For number value must be less than old specified field

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8

Workflow Reporting

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9

Sample wfMOBILETM Flows Demo

• Goods Delivery Workflow

• Process Assembly Workflow

• Employee Mobile Communications Workflow

• Printing Process Tracking Workflow

• Vehicle Workshop Activity Tracking Workflow

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10

Thank You

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Making Measurements using Photographs

Associate Professor Lee Yong Tsui

School of Mechanical and Aerospace Engineering

Nanyang Technological University

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What We Are Offering

• Fast and accurate measurements of the interior of rooms any time, anywhere from photographs.

• Ability to measure linear distances, areas, angles, etc.

• Graphically recording and display of the dimensions.

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2.25 m

3.62 m

4.70 m

6.34 m

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4.05 m

6.18 m2 3.78 m2

3.10 m

Page 41: A*STAR’s assistance to SMEs - Home - Singapore Furniture · KPI numbers CAA 31 March 2015 65% SMEs MNCs >13 START-UPS A YEAR 1 RSE SPUN OUT TO ... Bio-Pharma Processing Functional

What people do now

• Linear measurements using tape or laser guns

• Discrete measurements made individually

Page 42: A*STAR’s assistance to SMEs - Home - Singapore Furniture · KPI numbers CAA 31 March 2015 65% SMEs MNCs >13 START-UPS A YEAR 1 RSE SPUN OUT TO ... Bio-Pharma Processing Functional

The issues you may have currently

• Discrete measurements taken on site

• Difficulty with inaccessible positions

• Need to make new trips if an essential measurement is missing

• Manual recording and storage of the data

• You cannot easily measure – Areas

– Angles

– Inclinations

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The new process

Take photo

System finds the key edges

Feed photo to system

System generates 3D model

User identifies key points in

the photo

Measurements in the 3D model

Scaling using one known dimension

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Some FAQs

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What is the accuracy?

• We are working towards 1 mm in 1 m.

• But this depends on the resolution of the photograph.

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What is the required resolution?

• The higher the resolution the better.

• However, it depends on the scale of the object in the photo too.

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What camera can we use?

• Any camera, with as little distortion as possible.

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What distortion?

• Every camera, however good, has inherent distortions. This needs to be corrected.

• We can correct photographs with small distortions.

• We can't deal with fish eye lenses.

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Distortion example

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What are the limitations?

• Measure only areas within the photograph

• Must have straight lines and flat surfaces

• Not yet able to deal with curved surfaces

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Thank you.

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World of Artificial Intelligence

Agents

Kooki is an I2R- A*STAR

spin-off company.

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Hi there, I am

KOOKI

VISION

Kooki is your hybrid

intelligence agent

Kooki recommends actions by

adapting to your preferences and data sources.

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A enterprise platform (network) of

personalised & autonomous artificial

intelligence (MI1) agents that unify

data, self-evolve, co-create insights,

co-share knowledge in the dynamic

field of market intelligence.

Market

Intelligence One

Management

Mid-Management

Working

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LIMELIGHT PLUS

-Media Sensing

Tool

MARKET

INTELLIGENCE 1

(MI1)

-Market Research & Intelligence

What we have now…

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PP PP

Reports & Publications

Enterprise Systems

Others (e.g. emails, storage)

Websites Information

Banks & Commerce Transactions

Social Media Data

Sector

Co./ Org.

Individual

*Proprietary (PP) and Public (PB) Data

Unified Insights?

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PP PP

Reports & Publications

Enterprise Systems

Others (e.g. emails, storage)

Websites Information

Banks & Commerce Transactions

Social Media Data

Sector

Co./ Org.

Individual

*Proprietary (PP) and Public (PB) Data

Unified Insights?

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• Statistic from “BuiltWith” puts the

number of websites that publish RSS

feeds at over 20 million worldwide

RSS Feed

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Science & Research Publication

Exponential growth of scientific output from 1980 to 2012

1.75 million

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PP PP

Reports & Publications

Enterprise Systems

Others (e.g. emails, storage)

Websites Information

Banks & Commerce Transactions

Social Media Data

Sector

Co./ Org.

Individual

*Proprietary (PP) and Public (PB) Data

Unified Insights?

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Social Media BOOM

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Social Media is exploding

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Social Media is moving faster than

ever.

In 1 second, there are

2,851

Photos on Instagram

10,364

Tweets on Twitter

54,925

Posts on Facebook

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• Your customers are spending A

LOT of time on social media

• There is so much new content

coming online.

• If you’re not tapping on it,

you’re losing out!

What does all this mean?

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How do we harness the rich

online content?

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Product of Kooki

Media Sensing

Tool

Uncover business insights

Analyzing data

Help businesses

make better decision

Monitor online

conversation

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Ontology

Ontology: The

categorization of

concepts and the relations between them.

Connection between Weather, Rice & Gold

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Text Analysis

-Sentiments

-Trends

Metrics

-Volume

-Day and Time

-Content Sources

Explore

-Topic Wheel

-Tag Cloud

-Post List

Influencers

-Authors

-Affinities

-Authors Geography

Limelight Plus Features

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Contextualise People

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Contextualise Companies

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Contextualise Sectors

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Rui En

Jeanette Aw

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Text Analysis: Sentiments

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Text Analysis: Trends

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Metrics: Volume, Day and Time

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Explore: Topic Wheel

Rui En Jeanette

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Identify Influencers

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Understand Influencers

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We know where they are

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Coming

Soon…

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Coming

Soon…

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And much more….

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Statistics API

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Semantics & Search API

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Text Analytics API

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Influencer Analytics API

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Our Clients

Limelight Plus is eligible under the Innovation

Capability Voucher administered by SPRING

SINGAPORE. • Singapore SMEs are able to enjoy FREE PRO

subscription via the ICV program.

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OUR TEAM

Weetiong Ang

CEO

“There will come a day when we witness the convergence of

human and machine.” - Weetiong Ang

Teewee Ang CMO

“If you want to go fast, go alone. If you want to go far, go

together.” – African Proverb

Joey Sim Business Development

Executive

“Success is how high you bounce when you hit bottom.”

-George S. Patton

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