BIG DATA
TRANSFORMS BUSINESS Bill Schmarzo CTO, EMC Global Services @schmarzo
© Copyright 2013 EMC Corporation. All rights reserved.
1
We’re In The Golden Age Of Data! Enterprise
Partner
External
Unstructured Credit Data
Shipping Data
Forecast Data
Location Data
Structured (Transactional)
10101010100101010 011001010101110010 1101010100101011111
© Copyright 2013 EMC Corporation. All rights reserved.
Sensor, Telemetry
Sales Data
Social, Video, Mobile, Public Data
2
New Data Popping Up Every Day… Sports Nutrition
Sporting Goods Manufacturers
Healthcare Provider
Insurance Companies
© Copyright 2013 EMC Corporation. All rights reserved.
First Aid Products
Sporting Goods Retailers
3
Big Data Business Model Maturity Index Measures the degree to which the organization has integrated big data and advanced analytics into their business model
Business Metamorphosis Data Monetization
Business Optimization
Business Monitoring © Copyright 2013 EMC Corporation. All rights reserved.
Business Insights
4
The Big Data MBA
© Copyright 2013 EMC Corporation. All rights reserved.
5
Multiple Big Data Business Impact Areas Sales & Marketing
Operations
Finance
• Acquire more customers
• Optimize network performance
• Rationalize products
• Retain existing customers
• Predict maintenance problems
• Close unprofitable channels
• Cross-sell/up-sell
• Eliminate shrinkage
• Increase inventory turns
• Increase market basket
• Predict utilization/capacity
• Increase asset utilization
• Increase store traffic
• Increase fill-rates
• Reduce DSO
• Optimize pricing and yield
• Reduce out-of-stocks
• Reduce SG&A
• Increase conversion rate
• Consolidate suppliers
• Reduce T&E
• Improve ad effectiveness
Increase Top Line © Copyright 2013 EMC Corporation. All rights reserved.
• Reduce fraud and waste
Reduce Costs
Reduce Risks 6
Big Data Business Value Drivers Big Data Business Drivers
Data Monetization Impacts
1
Structured Data: More Detailed Transactional Data (e.g., POS, CDR, RFID, Credit card)
Enable more granular, more detailed decisions (localization, seasonality, multi-dimensionality)
2
Unstructured Data: Diverse internal (email, consumer comments) and external (social media, mobile) data
Enable more complete decisions (new metrics, dimensions and dimensional attributes)
Data Velocity: Low-latency (“Realtime”) Data Access
Enable more frequent, more timely decisions (hourly versus weekly; ondemand analytic model updates)
Predictive Analytics: Causality, Predictors, Instrumentation, Experimentation
More actionable, predictive decisions (Optimize, Recommend, Predict, Score, Forecast)
3 4
© Copyright 2013 EMC Corporation. All rights reserved.
7
Infrastructure Human Resource Management Technology Development
Service
Marketing and Sales
Outbound Logistics
Operations
Procurement
Inbound Logistics
Support Activities
Michael Porter’s Value Chain Analytics
Primary Activities Michael E. Porter "Competitive Strategy: Techniques for Analyzing Industries and Competitors” 1980 © Copyright 2013 EMC Corporation. All rights reserved.
8
Michael Porter’s Five Forces Analysis New Market Entrants • • • • •
Entry ease/barriers Geographical factors Incumbents resistance New entrant strategy Routes to market
• • • • •
Number and size of firms Industry size and trends Fixed v. variable cost bases Product/service ranges Differentiation, strategy
Supplier Power • • • • •
Brand reputation Geographical coverage Product/service quality Customer relationships Bidding capabilities
Competitive Rivalry
Buying Power • • • • •
Buyer choice Buyers size/number Change cost/frequency Product/service importance Volumes, JIT scheduling
Product/Technology • • • •
Alternatives price/quality Market distribution changes Fashions and trends Legislative effects
Michael E. Porter "Competitive Strategy: Techniques for Analyzing Industries and Competitors” 1980 © Copyright 2013 EMC Corporation. All rights reserved.
9
What’s Important to Foot Locker? Strategic Priorities • Become the Power Merchandiser of athletic footwear and apparel with clearly-defined Brand Banners • Develop a compelling Apparel Assortment • Make our stores and internet sites Exciting Places to shop and buy • Increase the Productivity of all of our assets Foot Locker’s 2010 Annual Report
© Copyright 2013 EMC Corporation. All rights reserved.
10
Value Chain: Improve Merchandising Inbound Logistics • Use real-time POS data to identify and notify suppliers of potential out-ofstock situations more quickly
Operations • Use real-time POS and RFID data to manage markdowns, identify slow and no movers and optimize in-store inventory
Infrastructure
Human Resources
• Deploy predictive, real-time merchandising dashboards to store and department management
• Use social media data to forecast promotion demand in order to optimize labor scheduling
© Copyright 2013 EMC Corporation. All rights reserved.
Outbound Logistics • Leverage social and mobile data to uncover merchandising insights to optimize merchandising performance Technology
• Use in-memory analytics to alert management regarding merchandising performance changes
Sales / Marketing • Use Conversion Attribution Analysis to optimize ad placement and messaging more quickly
Service • Combine Social Media with POS data to identify potential product or service performance problems
Procurement
• Use merchandising insights from granular POS data to negotiate superior supplier terms and conditions
11
Five Forces: Improve Merchandising Competitive Rivalry
Buyer Power
Supplier Power
• Use Cross-media Attribution Analysis to outflank competition on cross-channel pricing and promotional effectiveness
• Leverage Sentiment Analysis from social sites to identify micropopulation merchandising trends to improve customer targeting
• Leverage POS and RFID data to identify “hot” products more quickly than competitors to “lock in” supplier inventories
• Provide suppler dashboards to leverage merchandising insights to help suppliers minimize inventory and distribution costs
• Leverage A/B Testing to uncover merchandising messaging and placement category insights
• Leverage realtime customer engagement data to optimize on-site customer monetization
• Leverage POS and RFID data to cancel or return slow movers and no movers to minimize merchandise markdown costs
• Leverage predictive analytics to recommend in-flight supply chain adjustments to key channel partners
© Copyright 2013 EMC Corporation. All rights reserved.
Product & Technology
New Market Entrants • Monitor social media and mobile data for merchandising trending insights that can be used to pre-empt new market entrants
12
How Do I Get Started? © Copyright 2013 EMC Corporation. All rights reserved.
13
Business Drives Big Data Initiative Big Data requires strong IT and LOB collaboration
Align To Initiatives
© Copyright 2013 EMC Corporation. All rights reserved.
Prioritize Use Cases
Determine Data & Technology
14
Begin With Big Data Vision Workshop Identify Where And How Big Data Provides Competitive Advantage Identify Big Data uses cases Acquire and prepare structured and unstructured data Build and continuously refine analytic models Publish insights into applications
Measure decision effectiveness © Copyright 2013 EMC Corporation. All rights reserved.
15
Summary
© Copyright 2013 EMC Corporation. All rights reserved.
1
Big Data Transforms Business
2
Big Data Requires Business and IT Collaboration
3
EMC Can Help You Get Started Today
16
Questions and Answers
To submit a question use the Q & A Panel located in the lower left hand corner of your screen. Thank you!
© Copyright 2013 EMC Corporation. All rights reserved.
17
THANK YOU
© Copyright 2013 EMC Corporation. All rights reserved.
18