sas forum kl - making it count at the point of decision · title: sas forum kl - making it count at...
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MAKING IT COUNT AT THE
POINT OF DECISION
DAMIAN LIM
PRINCIPAL SOLUTIONS CONSULTANT, ANALYTICS,
CENTER OF EXCELLENCE
SAS FORUM 2015
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IN A NUTSHELL – DECISION MAKING PROCESS
Important vs.
Trivial
Unique vs.
Repetitive
Probabilistic vs.
Deterministic
DECISION
MANAGEMENT
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DECISION MANAGEMENT
“You cannot change your destination
overnight, but you can change your
direction overnight.”
Jim Rohn
American entrepreneur, author and motivational speaker
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THE EVOLUTION OF
DECISION MAKING A BALANCED APPROACH
STRATEGIC OPERATIONAL MARKETS
GLOBAL
OPERATIONS
PRODUCT
LINES
PRICING
DECISIONS
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THE EVOLUTION
OF ANALYTICS HIGH-VOLUME OPERATIONAL DECISIONS
Historically, Analytics Was Deployed For
Highly Strategic, Low-Volume Decisions
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THE EVOLUTION
OF ANALYTICS HIGH-VOLUME OPERATIONAL DECISIONS
Today Analytics Is Expanding Into
Tactically-Based, Operational Decisions…
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THE EVOLUTION
OF ANALYTICS HIGH-VOLUME OPERATIONAL DECISIONS
Now, Analytics Is Improving Decision Making
Across the Entire Organization
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CUSTOMER EXPERIENCE ENHANCEMENT – PERSONALIZED OFFERS
IBEACON, WI-FI, GEO-FENCE – MICRO LOCATION
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CRITICAL COMPONENT FAILURE AVOIDANCE
BUSINESS CHALLENGE
• Monitoring Electronic Submersible Pump efficiency & well performance
for deep sea drilling rigs
• Failure of one pump is $2M/day; one day of productivity loss equates to
$20M in deferred revenue
SOLUTION
• Over 2.1 million sensors generating 3 trillion rows of data/minute
monitored for potential failure (temperature, vibration, ..)
• Automated sub-second detection of spectral performance and sensor
reading quality
• Solving more event-driven problems in shorter time than previously
possible
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CREDIT APPROVAL DECISIONING
BUSINESS CHALLENGE
• Centralize and standardize all credit modeling and decisioning
• Modernize existing processes
• Support for both batch and online decisioning requirements
SOLUTION
• More accurate and traceable decisions through combination of
advanced analytics and business rules
• Quicker loan approval process
• Major cost reduction through automation
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ENTERPRISE DECISION MANAGEMENT
ACCURATE
SCALABLE
GOVERNED
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CONCEPTUAL OVERVIEW
SAS-generated
Insights
Event Actions
SAS In-Memory
SAS®
Event Stream Processing Model
Continuous
Query
Pu
blish
Su
bscri
be
Streaming Events
Enrichment
Data
Analytic
Models Busines
s Rules
SAS®
EVENT STREAM
PROCESSING
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CONCEPTUAL OVERVIEW
SAS-generated
Insights
Enrichment
Data
Event Actions
SAS In-Memory
SAS®
Event Stream Processing Model
Continuous
Query
Pu
blish
Su
bscri
be
Streaming Events
Analytic
Models
Busines
s Rules Enrichment
Data
Analytic
Models Busines
s Rules
SAS®
EVENT STREAM
PROCESSING
Copy r ight © 2015, SAS Insti tute I nc . All r i ghts r eserved.
CONCEPTUAL OVERVIEW
SAS-generated
Insights
Enrichment
Data
Event Actions
SAS In-Memory
SAS®
Event Stream Processing Model
Continuous
Query
Pu
blish
Su
bscri
be
Streaming Events
Analytic
Models Busines
s Rules
Low-latency assessment of high-volume, high-velocity data streams to detect, filter, aggregate & analyze
SAS®
EVENT STREAM
PROCESSING
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DESIGNING STREAMING ANALYTICS SAS
®
EVENT STREAM
PROCESSING
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SAS®
Decision Manager
Decision Management
Business Processes
Pervasive Analytics
Growing Data
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SAS®
DECISION
MANAGER OVERVIEW
Data Integration
Batch applications
Decision Flow
Models
Rules
Decision Services
Real-Time applications
Data
Decision
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SAS®
DECISION
MANAGER DECISION BUILDER AND BUSINESS RULES MANAGEMENT
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SAS®
DECISION
MANAGER ANALYTICAL MODEL MANAGEMENT
Publish
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