Architecting an RFID Industry - MIT IDEebusiness.mit.edu/.../Architechting_an_RFID_Industry.pdf ·...
Transcript of Architecting an RFID Industry - MIT IDEebusiness.mit.edu/.../Architechting_an_RFID_Industry.pdf ·...
Architecting an RFID Industry
Brian Subirana (MIT & IESE)Sanjay Sarma (MIT)Richard Lee (Gillette)Jamshed Dubash (Gillette)
Presenter: Brian SubiranaAssociate Professor of Information Systems at IESE Business SchoolVisiting Associate Professor of Information Technologies at CCS (MIT Sloan)Visiting Associate Professor at the MIT Auto-ID Labs (MIT Mechanical Engineering Department)
History
1999: Auto-ID Center founded at MIT2000: Auto-ID Field Trial2001: First standards presented2002: Gillette orders 500,000,000 tags from Alien 2003: Wal-Mart, DoD Mandates
EPCglobal launched, Center retired2004: More mandates
RFID
The hypothesis or bet
context-aware router context-aware
router
context-aware router
context-aware router
sensor
context-aware router
context-aware routercontext-aware
routercontext-aware router
context-aware router
context-aware router
context-aware router
sensor sensor sensor
01. 203D2A. 916E8B. 8719BAE03C
Manufacturer 24 bits
Product 24 bits
Serial Number 40 bitsHeader 8 bits
Place unique number on tagElectronic Product Code, EPC64 bit, 96 bit, and upwards
Develop manufacturing technology for small chips and tags
Move data on the networkNetwork service for resolving EPCNetwork architecture for gathering and routing data
The Commercialization of EPCLandmark Event: EPCglobal is formedMany companies have significant tests and pilots underwayMandates:
DoDMarks & SpencerTescoWal-MartMetro GroupTargetAlbertsonsBest Buy
Other major retailers are continuing to announce their strategies
RFID Status3 protocols
Class 0 UHFClass I UHFClass I HF
Tens of manufacturersTags: Alien, Matrics, Philips, ST Micro, Rafsec, ….Readers: Alien, Matrics, AWID, ThingMagic, Tyco, Symbol, Samsys,…
New versions being designedGen 2 taking off
Retailer ROI is Here and Now
Retailer business case is solidAutomated receiptBackroom visibilityOut-of-stocksShrinkage
Wal-Mart ROI: $8 billionMomentum is building
Target, Wal-Mart expansionEMEA: Tesco, MetroConsumer electronics
Magnitude of ChallengesInventory Management:
Inventory uncertainty:65 % of 370,000 records inaccurate (HBS study of one major retailer)Transportation uncertainty: Perfect delivery is dismal
Stock-outs:Average 9% out of stock in retailers world-wideLost sales due to stock-outs: 4%
Overstock: Huge channel inventoriesCPG average 11 weeks inventoryRetailers average 7 weeks inventoryLocked up capital, industry-wide
Brand Management:Counterfeit:
$500B pharmaceuticals business, $50B counterfeitDiversion:
Market size difficult to estimate
The problems are everywhereOverall OOS Extent (Averages)
7.9
8.68.2
8.3
0.0 2.0 4.0 6.0 8.0 10.0
USA
Europe
Other Regions
Worldw ide
Percent OOS
Across geographies
OOS Averages by Category
9.8
7.7
7.0
6.8
6.6
5.3
8.3
0.0 2.0 4.0 6.0 8.0 10.0
Hair Care
Laundry
Diapers
Fem Hygiene
Toilet Tissue
Salty Snacks
World Avg (18 categories)
Percent
12.0
Across product lines
OOS by Day of Week(Average of 13 studies)
10.9
7.3
8.7
9.1
9.8
10.0
10.9
0.0 2.0 4.0 6.0 8.0 10.0 12.0
Sun
Sat
Fri
Thur
Wed
Tues
Mon
Percent
Across time
Store Forecasting13%
Store Ordering34%
Store Shelving25%
Distribution Center10%
Retail HQ or Manufacturer
14%
Other Cause4%
Across the supply chain
RFID Industry Barriers
ITProcessLegal
RFID and IT Systems
IT Systems today are a patchwork
Transaction Systems
Planning Systems
Forecasting
WMS#1
WMS#2
HomegrownSystem
ERP Systems
Planning Systems
Fore-casting
WMS#1
WMS#2
HomegrownSystem
A Better Way
ReadersTags
Middleware
EPC-IS Server
An independent stack
What the software Needs to Do
Device Management
DataManagement
Edge EPC-IS Server
Device Management
DataManagement
Extracting contextual information
from data
Actionable information:pallet built, pallet manifest
complete.
Edge EPC-IS Server
RFID Framework
RFID Framework
Sample Workflow: Pallet building through discovery
Wait
ForRetr
yPrin
t
The pallet has been builtIt has the right contentsA label has been printedThe attributeshave been set
Here are thecase EPC’sin thispallet EPCwith prescribedSales Order
RFID Framework
Why not Slap & Ship?
Manual, costly and short-termThrowaway solution (by definition)The value lies in the data
Trading partners will want it (and some will require it)Develop internal business caseLong-term competitive advantage
Will be hard to catch up
Why not add-on to EES (WMS…) systems?
Edge systems aren’t in a position to deliver a framework for enterprise-wide deployment
Multiple points of integration……from multiple points of capture
Not architected to handle serialized dataRequire upgrade
Often different systems across an enterpriseCostly and time-consuming
Initial RFID-Centric Applications are Simple Analytics
Reconciliation of shipment/receiptIntra-enterpriseBetween trading partners
Service-Level Agreement (SLA) auditing and management3PLsContract manufacturersShipping/transportationCustomersSuppliers
Medium-term ROI has been well-documentedOut-of-stocksCounterfeitDiversions
Tropicana Ad
Peapod Mobile-phone ad
TYPEWRITERS
AUTOMOBILE
Milestones2004
Customer Pilots
2005 Customer
Implementations
4-Walls –All Cases / Inners (US)
4 Walls –All Cases / Inners (EU)
Auto-Tagging 100% B&R
at PC
Major milestones
2004 Customer Pilots2005 Customer ImplementationsAutomated Tagging of 100% Blades & Razors Cases at Pack Centers4-Walls, All-Cases/Inners (US)4-Walls, All-Cases/Inners (EU)
The Peloton Team Cycling Analogy
/ pel´ə ton /: A densely packed group of riders, sheltering in each others’ draft.
/ pel´ə ton /: A densely packed group of riders, sheltering in each others’ draft.
• In team cycling, cyclists travel as a squad toward a goal, at varying paces.
• Working collectively and collaboratively, the group can travel faster and more efficiently than a cyclist could individually.
• The same is true in the rapidly emerging RFID industry. By collaborating, retailers and manufacturers can build a business case for accelerated adoption.
• Companies can only be successful if the entire industry is successful.
There is a need for leaders (both retailers and suppliers) to step forward and provide guidance and direction to the rest of the industry.
There is a need for leaders (both retailers and suppliers) to step forward and provide guidance and direction to the rest of the industry.
Assume each Auto-ID variable is represented by a single race carRacing Analogy
For each car (or vector) we estimate when certain events will occur and map them along a timeline
In the appliance/machinery example below, we estimate reader-equipped put away truck to be financially viable (FV) mid-2006.
The racer travels at his own pace; however, within a peloton, he could travel faster in collaboration with other cars.
The racer travels at his own pace; however, within a peloton, he could travel faster in collaboration with other cars.
2004 2005 2006 2007 2008
Reader-Equipped Put away (FV)
Appliances / Machinery
The Peloton ConceptCollaboration is critical to success
Vectors, on their own, cannot meet certain milestonesTethered by farthest common eventExample; Despite reader-equipped put away, unless all product is tagged, business benefits from receiving cannot be fully achieved.
Mapping events and dependencies must be done for each vector and milestone
Mapping events and dependencies must be done for each vector and milestone
Auto-Tagging@ PC (FV)
2004 2005 20082006 2007
2004 2005 2006 20082007
Reader-Equipped Put away (FV)
Appliances / Machinery
Operations
RFID Has Many PlayersTechnology Providers
EPC Standards bodiesRF Hardware vendorsSoftware VendorsSystems IntegratorsONS managerMachine providers
Drivers and Regulators
Regulatory AuthoritiesRetailersConsumers3PL service providersManufacturers
All the players are evolvingAdoption stage
Pilot?DC’s?Manufacturing?Items?
Where and how much?Slap and Ship: tagging at the shipping dockTag@pick: tagging a case when it is picked.Tag@entry: tagging a case when it is received in the DCTag@source: tagging the case at the manufacturing site itself.
System VariablesFunctionality of readers available in the marketFunctionality of Tags available in the market Attaching Methodology being used for attaching TagsAvailability of appliances such as turntables, wi-fi shelf etc.Availability of Machinery such as forklifts with readers.Installed Wireless infrastructure within the facility (Distribution Center)
Extent of impact of RFID on business operations Impact on Selling, General & Administration (SG&A)Legal requirementsPrivacy concernsExtent of visibility achieved over the value chainLevel of Physical Markup Language (PML) requiredExtent of integration required.
Categories of variablesProduct Tagging: The variables in this category are reader functionality, tag functionality and tag attachment methods.Physical Plant: This category includes availability machinery like forklifts, development of appliances like wi-fi shelf and improvements in infrastructure, Business Processes: Changes in Business processes like warehouse operations and SG&A come under this category. Regulation: Changes in regulatory environment with respect to privacy and legal issues are fall in this category. Systems: System architecture issues like availability of advanced PML, integration with enterprise systems and coordination with channel partners for enhanced visibility belong to this category.
There are a number of system variables
And they evolve over timeSee White Paper
A graphical representation
© Sarma and Subirana
System variable evolution
© Sarma and Subirana
Initial Pilot
© Sarma and Subirana
Slap & Ship
© Sarma and Subirana
RFID enabled DC
© Sarma and Subirana
Adoption cash flow
ROI
Figure 5EPC Event, Vectors and Groups Example
4 Walls – All Cases / Inners (EU)
CPG Retailer Adoption Drives Strategic Planning
20062004 2005 2007© Sarma and Subirana
4-Walls –All Cases / Inners (US)
Auto-Tagging of 100% B&R
at PC
2005 Customer
Implementations
2004 Customer
Pilots
TES/METPilots
(inners)Retailers
Tags
Attachment
Readers
Appliances / Machinery
Infrastructure
Operations
Other Customer
Pilots (cases)
WMT/ DOD(cases)
Top 10 EU30% inners
WMT Pilot(cases)
Top 10 US30% cases
Top 10 US50% cases
WMT/TGT(cases)
Pilot (units)Top 10 EU50% inners
Retailer adoption will drive Auto-ID industry for the foreseeable futureStrongest growth occurs after 2006Retailers will begin to pilot unit tagging in 200x; however, cases/inners will still be primary focus
Retailer adoption will drive Auto-ID industry for the foreseeable futureStrongest growth occurs after 2006Retailers will begin to pilot unit tagging in 200x; however, cases/inners will still be primary focus
ProcessImplementation
Legal
Privacy
Visibility / Coordination
PML
Enterprise Systems
2008
Questions?