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Spatial Analytics

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Demand Supply Paradigm. What is Magma Ecosystem ... The shading represents supply by area. Plot Demand (shown in red) ... Identifying optimal Supply Levels ... – PowerPoint PPT presentation

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Title: Spatial Analytics


1
Geo-Optimizing Supply Chains using SOA - Business
Case for SKF
2
Presentation Objectives
  • Concept Overview
  • What is SOA?
  • Business Simulation using SOA
  • What are Mashups?
  • Space time Simulation
  • Simulating business functions in space and time
  • Geo-optimizing space-time business functions
  • MAGMA Detail Demo
  • Module Overview
  • Demand Driven Supply chain
  • Identifying supply bottlenecks
  • Excess Inventory scenario
  • Batch recall Identifying defective inventory
  • Global Supply-Network optimization
  • Wrap-up
  • Smart Analytics using Google SAP SOA
    solutions

3
What is a Mashup?
4
Mashup - SOA
5
SOA Optimization Opportunity
6
Demand Supply Paradigm
7
Introduction
  • What is Magma Ecosystem Spatial Analytics ?
  • Addressing Real Time Application issues
  • Visual Analytics
  • Spatially Actionable Processes
  • View your Spatially distributed Business
    processes easily
  • Advantages of Spatial Analytics
  • Provides a Truman Show Workspace
  • Summarized and Detail Information at a click of
    a button
  • View Thematic information (e.g. Demand and
    Supply)
  • View Physical Assets, Field Deployments
  • Overlay information sets from disparate sources
  • Gain new insight into Business models and
    processes
  • Study factors that affect your Business
  • Overlay with external information like Customer
    demographics
  • Study your business response to Weather, Fault
    Lines, Traffic conditions
  • Involve business parameters that were never
    before considered

8
Magma for CPG Retail
Ground Reality
Analytics
Simulations
What If Analysis
Thematic Replays
SAP Integration
Demand vs. Supply
Marketing analytics
Consumer Visualization
ABM (Business Modeler)
Thematic Analysis
Physical Visualization
Pattern Recognition
Merchandizing
Store Layouts
Exception Visualization
External Influencers
Demand and supply Metrics
Outage Analysis
Yield Optimization
Customer Distribution
Traffic Conditions
Demographics
Weather
Billboard Visualizations
Influence of Every day life parameters
9
Data Acquisition
SAP
CRM
Db
GPS
Asset Tracking
Enterprise Applications
Operational
Google Earth Client
Super Market Diagrams
CAD
Amazon
Google
EBay
Customer Demographics
Document Management
The Truman Show Dashboard
10
Understanding Demand
  • Viewing Customer distribution
  • Analyze Demand behavior by region
  • Product penetration analysis
  • Success simulations
  • Consumer Distribution

11
Understanding marketing dynamics
Top Demand for Products (Blue)
Poor Demand for Products (Red)
Green Indicates Consumer Distribution
12
Understanding Regional Demand
The Yellow Pages of SOA Services
Understand the distribution of distributors
13
Understanding Demand against the competition
Understand product market share by region vs.
competition
Web service calls fetches regional demographics
and understand regional spend and consumption
behavior
Run optimization scenarios to fetch the best
product sale proposition
14
Demand and Supply analytics
  • Studying Demand, Supply, Forecasting
  • Plot Supply (shown in green). The shading
    represents supply by area
  • Plot Demand (shown in red). The shading
    represents demand by area
  • Overlay supply and demand, intersection
    represents Demand v/s Supply

Demand
Supply
15
Identifying optimal Supply Levels
  • Predicting Supply levels based on Forecast
    (Integration with ERP / Supply chain)
  • Perform What-if Analysis of demand v/s
    supply, to derive optimum supply value
  • The intersection represent the overload point
  • Slide the Slicer plane, till the optimum
    tip-over is identified
  • Identify areas of supply outage

16
Identify Demand Zones
17
Long term Distribution Forecast
Forecasted demand
  • Long term planning
  • Understand Seasonal trends on regional
    inventory levels
  • Retail prosperity, Grid demographics, income
    modeling
  • Demand and Supply Forecasting

Delivery Capacity
18
Understanding your supply network
  • Identifying Supply Networks
  • Simulate distribution of inventory in space and
    time
  • Identify bottlenecks in your supply chain
  • Demand and Supply Forecasting

19
kkumar_at_enterprisehorizons.com
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