人工智慧與物聯網引領產業創新 AI & IoT Innovation – An industry focus 講師: Young Yang, Solutions Architect, AWS

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How AI and IoT Drives Innovation
Young Yang, Solutions Architect

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start
with the
and work
backwards
customer

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Tradition Innovation

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Tradition Innovation
Initial Building Cost High Fair
Warehouse Space Permanent Elastic
Slot Utilization Fixed Flexible
Routes Static Dynamic
Maintenance Cost High Low
Upgrade Hardware Software
Response to demands Awkward Agility
Reliability Single point of failure High availiability

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Tradition Innovation
Initial Building Cost High Fair
Warehouse Space Permanent Elastic
Slot Utilization Fixed Flexible
Routes Static Dynamic
Maintenance Cost High Low
Upgrade Hardware Software
Response to demands Awkward Agility
Reliability Single point of failure High availability

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Tradition Innovation
Inventory check Stop your business Real time
Check out Line up Just walk out
Clerk Value Store operation Customer focus

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Product life
begins at
Installation

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Technology
always comes from
nature
Human

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Voice-Enable All the Things
Source: MindMeld
TIME
2005 2010 2015 2020
0B
100B
200B
300B
A Massive shift in voice has already begun.
• In 2014, voice search traffic was negligible.
Today it exceeds 10% of all search traffic.
• Virtual assistants exceed 50B voice
searches per month.
• By 2020, over 200 billion searches per
month will be done with voice.
K E Y W O R D
S E A R C H E S
V O I C E
S E A R C H E S
WORLD WIDE SEARCHES
PER MONTH

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Alexa Made Voice the Mainstream UI at Home
“Alexa, call Jane”
“Alexa, order a pizza”
“Alexa, Start my TV”
“Alexa, lower the
temperature”
“Alexa, dim the lights”

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Your
With customers
takes on-going work
Digital
Relationship

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Philips Improving
patient relationship

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Earn
of your customers
Trust

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is the key to
optimizing process,
reducing cost and
improving customer experiences
Data

26. DataDecisionInsight
BusinessValue
Humaninputtodecision
Phase of IoT Values
DATA ACQUISITION
Enhance
Knowledge
(Data Applied)
GET CONNECTED
• Define / Deploy Devices
• Real-time data collection
LIMITED DATA
• Adhoc reporting
• No historical data
INSIGHTS
How Do We Add Value
(Applied Data à Insights)
GAIN INSIGHTS
• Customer scoring & Asset scoring
• Cause & effect
GAIN UNDERSTANDING
• Understand customer usage
• Correlation
INTELLIGENCE
Drive Sustainable Value to
Customers
(Insights à Action)
DATA-DRIVEN INNOVATION
• Highly differentiated revenue- generating services
• Build your long term digital relationships with customers
• Remote products have autonomous actions
• Process becomes more agile and continuous

27. DataDecisionInsight
Past Present Future
Analytics Focus
BusinessValue
Descriptive Analytics
What has happened?
Humaninputtodecision
Diagnostic Analytics
Why did it happen?
Predictive Analytics
What will happen?
Prescriptive Analytics
What should I do?
How will these decisions impact?
Analytics Landscape and Maturity

28. Machine Learning Transformation Path - Manufacture
Data Lake
Descriptive
Understand Data
Predictive
Use Historical Data
Prescriptive
Machine Learning
• Security
• Governance
• Compliancy
• Lifecycle
• ETL
• BI Reporting
• Data statistics
• Knowledge Graph
• Describe, show or
summarize data in
a meaningful way
• Demand Forecasting
• Anomaly Detection
• Fraud detection
• Predictive Maintenance
• Industry 4.0
• Raw Materials Pricing
Forecasting
• Demand / Production
Planning
• Pricing Optimization
• Worker Safety
• Security Immersion Day
• Data Migration
• 3A on Data Management:
Authentication, Authorization
and Audit
• Big Data Immersion Day
• Workshop and POC
• AWS Glue
• Amazon RDS
• Amazon EMR
• Amazon Redshift
• Amazon QuickSight
• ML Discovery Workshop
• ML Solutions Lab
• Amazon SageMaker
• DeepLens
• AWS IoT
AWSServicesBusinessNeeds

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Building blocks:
from edge devices to analytics
in the could
AI & IoT

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Our Concept of IoT
Things
Sense & Act
Cloud
Storage & Compute
Intelligence
Insights & Logic → Action

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AWS IoT Architecture
Things
Sense & Act
Cloud
Storage & Compute
Intelligence
Insights & Logic → Action
Secure device
connectivity
and messaging

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AWS IoT Architecture
Endpoints
Fleet onboarding,
management,
and SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Intelligence
Insights & Logic → Action
Secure device
connectivity
and messaging

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Take Away

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start
with the
and work
backwards
customer
is the key to
optimizing process,
reducing cost and
improving customer experiences
Data
Your
With customers
takes on-going work
Digital
Relationship

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My view is
there is no bad time to
Innovate

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Thank you