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Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
MERCHANDISE INTELLIGENCE
DAN MITCHELL, RETAIL INDUSTRY GLOBAL PRACTICE
Copyright © 2012, SAS Institute Inc. All rights reserved.Copyright © 2012, SAS Institute Inc. All rights reserved.
KNOWPLAN, OPTIMIZE,
ACT
ENGAGE/
INFLUENCE
SAS RetailLocalization, Personalization….and
Relevance
Customer AnalyticsMerchandise Intelligence
Customer Intelligence
Copyright © 2012, SAS Institute Inc. All rights reserved.Copyright © 2012, SAS Institute Inc. All rights reserved.
SAS RetailMerchandise
Intelligence
• Plan sales strategy across
channels.
• Determine optimal product
mix to achieve targets and
customer expectations.
• Localize product mix.
• Ensure execution is
informed by operational
constraints.
• Merchandise Financial Planning & Store
Planning
• Demand Forecasting
• Assortment Planning/Category
Management
• Store Segmentation & Intelligent
Clustering
• Revenue - Price Optimization
• Allocation/Size OptimizationPLAN, OPTIMIZE,
ACT
Copyright © 2012, SAS Institute Inc. All rights reserved.Copyright © 2012, SAS Institute Inc. All rights reserved.
Merchandise
Intelligence
• Belk
• Sears
• Levi’s
• Canadian Tire
• Macy’s
• JC Penny
• Lord & Taylor
• Overstock.com
• DSW
• Unimarc
• Shoppers Drug Mart
• Wet Seal
• Aeropostale
Net sales, for the Q1 2010 ended November 28, 2009, increased 3.9% to $1.823B from $1.754 B in the Q1 2009. Comparable store sales for the quarter increased 2.4%.
SAS named FDO Strategic Partner of the Year 2009PLAN, OPTIMIZE,
ACT
Proven
Capabilities
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
Merchandise Intelligence
ERP CRM EDW Online POSSupply Chain
SocialCampaig
nOthers
Data Mining & Customer Analytics
Demand ForecastingSentiment & Unstructured
Data AnalysisCustomer Profitability
& ForecastingAnalytical
Insights
Merchandise Financial Planning
Assortment Planning
/ Optimization
Demand Planning
Size & Pack Optimization
Advanced Clustering
Space Optimization
Revenue Optimization
Inventory Optimization
Data Quality Data Integration Data Model MetadataData Management
Buying PlanningStore Ops
Logistics MktingReplenis-hment
Cust.Service
Mercha-ndising
Direct Mail
Online MobileCall
CentreStores Kiosks Social Emails
Consistent Customer Experience
SAS Retail Solution FrameworkMarketing & Merchandising
Campaign Management
Real-Time Offer Optimization
Social Media Analytics
Online Customer Behavior
MarketingOptimization
Marketing Mix Optimization
Marketing Resource
Management
Marketing Performance Management
Customer Intelligence
Integrated Merchandising & MarketingCapabilities
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS® SIZE / PACK
OPTIMIZATION
THE SHOPPING EXPERIENCE
I want this dress
but they don’t have
my size. I really
wanted to wear it
tonight
I’ll wait; I can
always get my size
on sale
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
Understand how sizes are truly demanded
• Lowest intersection product and location
• Continue to plan at the levels done so today
• Optimize Assortments
• Maximize Omni Strategies
• Localize by Size
• Reduce Stock Outs
• Build Customer Satisfaction
• Rapid ROI
• Give Users Time Back
SAS®
SIZE / PACK
OPTIMIZATION
HOW SAS CAN HELP…
Size Profiling Pack Optimization
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS® SIZE / PACK
OPTIMIZATIONTHE POWER OF ONE
THE VALUE
Based on $1B Annual Revenue, $25 AUR, 30% MD ppt, 65% ST prior to MD
Net Revenue $ Power of One Net Revenue $s
-1 +1
+$3MAverage Sales Unit
Shift
3 – 8 units
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
DSW SIZE OPTIMIZATION
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS®
SIZE / PACK
OPTIMIZATIONINTELLIGENCE GATHERED AND CONSUMED
Pack OptimizationSize Profiling
Enables retailers to
automatically convert higher-level plans into
optimized size- and pack/single
recommendations for pre-season orders and in-season allocations
Delivers Value Quickly
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS®
SIZE / PACK
OPTIMIZATION ‘FITS’ INTO THE BUSINESS PROCESS
Pre-Season Planning
MerchantsPlanners
Size Analysts
Assortment Planning
MerchantsPlanners
Size Analysts
Supply Chain and Factory Collaboration
Supply ChainSuppliers
Size AnalystsLocations
Purchase Order Creation
MerchandiseOperationsOrder Entry
Allocation / Replenishment
Allocations
Size Profiling Pack Optimization
Decision Making
Insights
ExecutivesMerchantsPlannersSize AnalystsAllocationsRegionsLocations
Product Planning
Product Development
MerchantsSize Analysts
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS® SIZE / PACK
OPTIMIZATIONA QUICK BIG WIN TO PREVENT LOST SALES
Drive Financial Results
Improve Size Precision Accuracy
Optimize Assortment Management and
Omni Strategies
Maximize Location Size Precision with
Recommended Packs
Size Profiling Pack Optimization
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS MARKDOWN
OPTIMIZATIONOVER INVENTORIED? GOT MARKDOWNS?
Source: http://www.westcoasttrading.com/sites/all/themes/theme530/images/slide1.jpg
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS MARKDOWN
OPTIMIZATIONRETAILER’S MARKDOWN CHALLENGES
?Poor Customer Experience?Increased Shrink?
Broken Merchandising
Assortments?Supply Chain Inefficiency?
Loss Margins and Profitability? Space Allocation Concerns?
Markdowns may mean ‘deals’ to your customers, but
what does it mean to your organization?
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
MARKDOWN
OPTIMIZATIONWHAT IS MARKDOWN OPTIMIZATION?
Markdown Optimization is simply defined as a solution
that defines the right price, at the right place, at the right
time markdown pricing to drive improvements in margin,
sales, and customer satisfaction
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS MARKDOWN
OPTIMIZATION EFFICIENT CLEARANCE STRATEGIES
• Manages markdown recommendations to the store level
• Maintains budgets and margin protection while eliminating inventory
• Monitors inventory at risk to identify areas of opportunities
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
A MARKDOWN STRATEGY THAT LEVERAGES…
30% OFF
10% OFF
45%
OFF
1 Coat
10% OFF
45% OFF
...AN OPTIMIZED AND LOCALIZED APPROACH CAN PRODUCE A…
2%Incremental
Margin
Gain for
Total Chain
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS IS ABLE TO EFFECTIVELY MARKDOWN PRODUCTS THAT…
FORECAST, LOCALIZE, AND OPTIMIZE DEMAND TO MEET CONSUMERS’
EVER-CHANGING NEEDS!
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
SAS®
ASSORTMENT OPTIMIZATION
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
WHAT IT IS ASSORTMENT OPTIMIZATION
Assortment Optimization recommends the best
assortment mix based on available shelf space
and your financial objective.
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
WHAT DOES IT DO ASSORTMENT OPTIMIZATION
Recommends an assortment mix that reflects how
the customers shop
Finds the best products to carry to meet the
financial objective
Makes the best use of available space to offer
variety while avoiding duplication of like products
Determines optimal inventory for the space
Balances the breadth and depth of an assortment
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
Scale assortment to store specific space
Store Specific Shelving
Eligible Assortment
The eligible assortment is
considered the largest possible
planogram with forecasted or
historical performance as a input.
SAS Assortment Optimization then
identifies the best mix of product to
fit store specific fixture
configurations.
SAS ASSORTMENT OPTIMIZATION
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
Available Space
AssortmentStore
Specific
Demand
Service
Levels
Critical
Mass
Balance Variety
& Duplication
Presentation
Balance
SKU
Dimensions,
Pack Size
Shelf
Height &
Depth
Clustered
Customer
Segments
Customer
LoyaltyCategory
Role
Financial
Objectives
Attribute
Constraints &
Item
Associations
Unit Quantity
Thousands of
possible choices
& multiple store
configurations
SAS ASSORTMENT OPTIMIZATION
Optimization is required
Copy r i ght © 2015 , S A S I ns t i tu te I nc . A l l r i gh ts r ese rv ed .
Optimally choose the best performing mix of SKUs for specific space
Optimization objective- Maximize financial objectives
Subject to:
Decision variables - describing the actions that can be taken
» Customer Decision Tree, Eligibility list
Constraints- describing the limits of the decision variables
» Item selection requirements: days of supply, consumer loyalty, item relationships, minimum presentation size
» Physical properties: Item and shelf dimensions
Optimization Tasks
» Score each item based on financial objective and occupying linear space.
» Determine inventory requirements based on service level and local demand.
» Calculate product block shape that maximizes shelf space.
» Optimally determine breadth & depth by store considering space trade-offs.
SAS ASSORTMENT OPTIMIZATION
Company Confident ial - For Internal Use Only
Copyright © 2014, SAS Inst i tute Inc. Al l r ights reserved.
THANK YOU
@DMitchell_
www.sas.com/retail