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Analytics Innovation Executive Forum 201715 November | Kuala Lumpur
Analytics at the Edge:Bringing Intelligence to Internet of Things (IoT)George Ng, Head of Advanced Analytics & IoT, SAS Institute
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Lap 45
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INTELLIGENCE OF THINGS
Intelligence to ThingsAddingartificial
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RAINING DATA
Raining of Streaming Data
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Intelligence of Things ANALYTICS AS A KEY ENABLER
“IoT creates a big data problem that analytics must solve — transform huge volumes of data into a small (readily synthesized by a human mind) quantity
of usable/actionable information.”
- Gartner 2013
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Analytics EconomyDealing in the currency of data-driven value
Data
Analytics
Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and disruption.
Shared DataEnable access to
data that is consistent across the organization
CollaborationFoster joint
insight development and
innovation by establishing a
common dialogue
Analytics that drive insights
Use methods to generate value, answer more
questions and do things better than
before
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Internet of Things
Data Insight Action Value
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WHO IS GOING TO EAT YOUR LUNCHWho is going to eat your lunch?
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SAS for IoT Analytics quickly detects and alerts of leaks and abnormal water
usage, providing the city and their citizens valuable information that help them use water more wisely.
Connected Cities
Intelligence for the Connected world
Connected Gaming
Monitor in game activity for up sell promotions,
inappropriate player behavior, and forecast
game play.SAS for IoT Analytics uncovers insights on
player interaction with games, purchasing behavior, and their
interaction with other users.
Connected Factory
Providing customers with personalized
shopping experiences. SAS combines customer preferences, shopping visits across channels
store, mobile and online to best predict customer
needs. The result is timely suggestions and
offers that customers are more likely to accept.
Major US
Department Store
Connected Customer
Identifies hidden patterns that predict
failures improving production yield and
product quality. SAS for IoT Analytics leverages equipment sensor and
tag data to develop and deploy early warning
models.
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Connected Service
Improving service operations through
predictive maintenance. SAS for IoT Analytics
provides manufacturers with new insights that
proactively identify equipment issues,
positively impacting customer satisfaction
and service profitability.
Connected Energy
Improving profitability and customer service
by leveraging data from smart meters, applying SAS for IoT Analytics, to more accurately predict
both short and long term demand.
Global Healthcare
ManufacturerAustralian Utility
Intelligence for the Connected world
Connected Health
Improve patient care and drive better patient outcomes. SAS for IoTAnalytics allows health care organizations to leverage electronic
medical recorders with health sensors to
establish optimal care and monitor conditions
in real – time to minimize risks.
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Connected CustomerConnected Car
Predict issues in the fleet before failures occur and
provide new value added services. SAS for IoT Analytics uses data
vehicle sensors and customer information to
develop and deploy models that provide
proactive information leading to better customer service.
ConnectedTransportation
Intelligence for the Connected world
Ensure uninterrupted service and passenger
safety. SAS for IoTAnalytics leverages data from tracks and vehicles
to predict potential issues that compromise performance and safety,
and optimize maintenance schedules leading to safer, more
reliable service.
Provide your customers with the right content and offers in real time.
SAS for IoT Analytics leverages data from
connected devices to predict customer
preferences, in real time. The result is timely
suggestions and offers customers are more
likely to accept.
Global
Telecommunications
Company
Connected Auto Insurance
SAS for IoT Analytics captures driver behavior from automotive black
boxes so insurance companies can attract
and retain low-risk customers and provide innovative value-added
services.
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Value of Analytics
conceptual Overview
SAS-generated Insights
Enrichment Data
Event Actions
SAS In-Memory
SAS® Event Stream Processing Model
Continuous QueryPu
blis
h
Sub
scri
be
Streaming Events
Analytic Models
Business Rules
Low-latency assessment of high-volume, high-velocity data streams to detect, filter, aggregate & analyze
MULTIPHASE ANALYTICS IN ACTION
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INTELLIGENCE OF THINGS
Intelligence to ThingsAddingartificial
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Source: Minority Report (2002) – Personalized Advertising
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Online lifestyle/ businessChatBots
New Digital Business Models(CoSoLoMo)
Contextual Ads
empowered by Analytics
Machine learning / AI Image recognition
Natural Language Understanding
Social Network analysisLocation analysis
What are Digitalization Trends?Embracing Disruptions
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Personal Digital Assistant
Personalized content recommendation,
when you are specific
Natural Language Understanding
Today 6:18 PM
Based on your typical monthly spending, you have an additional RM150 to pay your Credit Card
Really? How much can I save?
This could save you up to RM300 per year.
Great! Please go ahead and do it for me.
Done! Your next scheduled payment is 15th Dec 2017.
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The Benefits Of Operationalizing AI
Machine Learning Natural Language Processing
Deep Learning Natural Language Understanding
Pattern Recognition ● Prediction ● Classification ● Image Recognition ● Speech to Text ●Cognitive Search ● Natural Language Interaction ● Natural Language Generation
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Personal Entertainment
Chatbot
Personalized content recommendation,
when you are specific
Natural Language Understanding
Today 1:18 PM
I am looking for a movie to watch
Great! What do you feel like watching?
Maybe something like Wonder Woman where there is some action and adventure la
Checkout Spiderman:Homecoming. It’s always entertaining to see Peter Parker prowl the skies and confront villain. Here is the trailer try.me/spiderman
Excellent. Thanks!
Would you like a collector’s edition Spiderman t-shirts to go with it? Buy.me/spidey-tshirt
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What’s your
vision?
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