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© 2012 Material Handling Industry®. Copyright claimed as to audiovisual works of seminar sessions and sound recordings of seminar sessions. All rights reserved. Welcome to Session 229 Leveraging Metrics to Drive Warehouse Performance Improvement Sponsored by: Presented by: John M. Hill 1

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Page 1: Leveraging Metrics to Drive Warehouse Performance …cdn.modexshow.com/seminars/assets-2012/229.pdf · ¥ ABC Percentages CONSIDERATIONS ¥ Shelf Life, Lot & Date Codes ¥ Serial

© 2012 Material Handling Industry®. Copyright claimed as to audiovisual works of seminar sessions and sound recordings of seminar sessions. All rights reserved.

Welcome to Session 229

Leveraging Metrics to Drive Warehouse Performance

ImprovementSponsored by:Presented by:

John M. Hill

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People need to be reminded

more often than they need to be instructedSamuel Johnson

1709 – 1784

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TAMING THE SUPPLY CHAIN JUNGLE

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WE’VE GOT THE TOOLS!

Supply Chain Execution Systems --- right time

Network & Process Optimization --- right environment

Automatic ID & Data Capture --- right material

Material Handling & Controls --- right condition

4

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"Would you tell me please, which way I ought to go

from here?" "That depends a good deal on where you

want to get to," said the cat. "I don't much care where," said Alice. "Then it doesn't matter which way you go,"

said the cat.

HOW DO YOU GET THERE?

5

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ROADMAP TO EXCELLENCE

Warehouse

Excellence

Establish Target Performance Metrics

Profile & Measure Current Performance

Map Processes, Material & Data Flows

Define Trading Partner Needs

Identify Gaps & Opportunities

Launch Initiative(s)

Prepare Roadmap & Action Plan

Match Likely Costs & Benefits

Put a Value on Potential Incremental Gains

Define Structural & Functional Needs

Examine Alternatives to Close the Gaps

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WHAT WOULD MOM SAY

ABOUT YOUR WAREHOUSE?7

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CONGESTIONü Does the facility resemble an LA freeway at rush hour? ü Are pickers delayed while waiting for others in the same area? ü How about slotting & activity scheduling? Spread the fast

movers across a wider pick front. CLEAN, WELL - LIGHTED SHIPü Are work areas clean or cluttered? What about lighting?ü Are storage, staging & pick locations well & logically marked? ü What about the temperature? Too cold? Too hot?

THE DIRTY FINGER TEST While walking through the storage or picking areas closest to the shipping docks, drag a finger across the tops of the stored pallets, cases or items and check that finger every ten feet. The quicker it becomes dirty, the greater the problem with improper storage of slow moving materials.

WHAT WOULD MOM SAY?

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GOLDEN ZONINGü Are pick locations positioned at or near picker waist height? ü SKU profiling can help with deployment of fast movers in the

“golden zone”. DOCKSü Do you use proper dock plates, levelers, trailer wheel chocks &

restraints that engage the impact guard on trailers to prevent movement?

ü When lift trucks fall from docks, injuries can be serious & sometimes fatal. Don’t skimp on the busiest & most dangerous part of the warehouse!

PEOPLEü What’s the mood? Do managers know team members by name

& greet them accordingly?ü Do workers receive regular feedback on targets & actual results?

WHAT WOULD MOM SAY?

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HORSES FOR COURSESShould we go with an AS/RS or vertical or horizontal carousels?

Which conveyor / sortation systems should we consider?

What about robotic picking?

Can we use our ERP for warehouse management?

What about SaaS WMS?

Is RFID ready?

10

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It’s critical that you take the time to describe the track & define performance requirements before picking the horses to run the race.

HORSES FOR COURSES

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PROFILINGFACILITY LAYOUT

• Size: Usable Sq. Feet, Height• Material & Data Flow Diagrams

MOVEMENT• Lift Trucks, Pallet Jacks• Conveyor, AGVs, Other

STORAGE LOCATIONS• Bulk, Pallet Rack & Flow Rack• Bins/Shelving• AS/RS, Mini-Load, Carousels

SYSTEMS• Types, Applications, Interfaces

PRODUCT PROFILE• Number of SKU’s• Classifications; e.g., Hazardous• ABC Percentages

CONSIDERATIONS• Shelf Life, Lot & Date Codes • Serial Numbers• Seasonal Issues, Other

DATA COLLECTION• Radio Data Terminals• Bar Code, RFID, Voice• Other Terminals

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ACTIVITIESRECEIPTS / HOUR / DAY• Trucks/Railcar/Other• Orders/Lines/Items• Pallets/Cartons/Pieces

PICKS / HOUR / DAY• Orders/Lines/Items• Cartons/Pallets/Other

SHIPMENTS• Trucks/Rail/Courier/Other

RESOURCES• Supervisory• Receiving Operators• Pickers / Packers / Checkers• Replenishment Operators• Shipping Personnel• Inventory Control• Expeditors• Data Entry / Indirect• Other

PROFILING

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Collect receipt, order & item history

Profile transaction volume by task type• Receipts by handling unit, material type• Orders by handling unit, ship method, client• SKU volume & daily activity by handling unit

Profile transaction volume by labor expended

Audit and validate results with users

PROFILING

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ABC ANALYSISCATEGORY # OF

SKU’STOTAL PIECES % OF SKU’S % PIECES

SHIPPEDA+ 36 58,665 0.9% 10.1%A 822 397,758 20.7% 68.8%B 867 80,594 21.8% 13.9%C 869 31,973 21.9% 5.5%D 1381 9,021 34.7% 1.6%

TOTALS 3,975 578,011 100% 100%

A20.7% A+

0.9%B

21.8%C

21.9%

D34.7%

SKU’s (%)

Pieces (%)

D 1.6

A 68.8

B 13.9

A+ 10.1

5.5 C

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0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

0% 5% 11% 16% 21% 27% 32% 37% 43% 48% 53% 59% 64% 69% 75% 80% 85% 91% 96%

% o

f Pie

ces

– Cum % Pieces

90% of Picking / 37% of SKUs

80% of Picking Activity / 22% of SKUs

% of SKU’s

Velocity Curve - Total PiecesACTIVITY PROFILE

16

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Order Picking Productivity

January Through November

10

20

30

40

50

60

1,000

2,000

3,000

4,000

5,000

6,000

7,000

8,000

LaborOrders

Lines/Person/HrOrdersLines

ACTIVITY PROFILE

17

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WHO PLAYS GOLF WITHOUT A SCORECARD?

18

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ESTABLISH KPI’S• Perfect Orders

• On-Time Deliveries

• Inventory Accuracy

• Inventory Carrying Cost

• Inventory Turns

• Order Cycle Time

• Order Entry Accuracy

• Workforce Utilization

• Shipping Accuracy

• Order Fill Rate

• Customer Satisfaction

INTERNAL KPI's• Profitability

• Sales Volume

• Growth Potential

• Credit / Payment History

• Shared Strategic Vision

• Return Rate

• Customer Viability

• Order Frequency

• Loyalty

• Cost to Serve

• Competitive Pressure

• Hassle to Serve

CUSTOMER KPI's • Inbound Cost/Order Value

• On-Time Deliveries

• Lead Time

• Fill Rate

• IT / Technology Resources

• Service Flexibility

• Attitude

• Returns Policy

• Value Added Services

• VMI Capabilities

• Ease of Doing Business

• Ethics / Compliance

SUPPLIER KPI's

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Order Fill RatesOrder Cycle TimesLines & Orders/Person/HourErrorsDamageInventory AccuracyDays on HandCost / OrderCost as % of Sales

ESTABLISH KPI’S

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ORDER FULFILLMENT

On-Time Delivery Orders On-Time Total Orders Shipped % % $

Error-Free Orders Total Orders ShippedOrder Accuracy % % $

Actual Ship Date Minus Customer Order DateOrder Cycle Time Hrs Hrs $

MEASURE CALCULATION TODAY FUTURE VALUE

Orders Filled Complete Total Orders ShippedOrder Fill Rate % % $

Perfect Deliveries Total Orders Shipped

Perfect Order Completion

% % $

Error-Free Lines Total Lines ShippedLine Accuracy % % $

%

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Inventory AccuracyActual Qty per SKU

System Reported Qty % % $

Total Damage $$$Inventory Value (Cost)Damaged Inventory % % $

Avg. Occupied Sq. Ft. Total Storage CapacityStorage Utilization % % $

Total Dock to Stock HrsTotal ReceiptsDock to Stock Time Hrs Hrs $

Receipt Entry Time -Physical Receipt TimeInventory Visibility Hrs Hrs $

Avg. Month Inventory $ Avg. Daily Sales/MonthDays On Hand Days Days $

MEASURE CALCULATION TODAY FUTURE VALUE

INVENTORY MANAGEMENT

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WAREHOUSE PERFORMANCE

Orders per Hour Orders Picked/PackedTotal Whse Labor Hrs

Total Warehouse CostTotal Orders Shipped

Lines per Hour

Items per Hour

Cost per Order

Cost as % of Sales

Ord/Hr

$/Order

% %

$

$

$

$

$

Ord/Hr

Lines/Hr

Items/HrItems/Hr

Lines/HrLines Picked/PackedTotal Whse Labor Hrs

Items Picked/PackedTotal Whse Labor Hrs

Total Warehouse CostTotal Orders Shipped

$/Order

MEASURE CALCULATION TODAY FUTURE VALUE

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MEASURE CALCULATION CURRENT TARGETOn-Time Delivery Total Orders On Time /

Total Orders Shipped 87% 95%

Order Accuracy Errorless Orders /Total Orders Shipped 92% 98%

Order Cycle Time Actual Ship Date -Customer Order Date 12 Hrs 8 Hrs

Inventory Accuracy Actual Qty. by SKU /Reported Qty. by SKU 96% 99%

Damaged Inventory Total Damage $$$ / Total Inventory Value .75% .50%

Days on Hand Avg. Inventory Value ($) /Average Daily Sales $ 50 Days 42 Days

Storage Utilization Avg. Inventory Sq. Ft. /Storage Capacity Sq. Ft. 78% 85%

Orders per Hour Orders Picked & Packed /Total Whse. Labor Hrs 15/Hr 20/Hr

Lines per Hour Total Lines Picked /Total Whse. Labor Hrs 40/Hr 54/Hr

Cost per Order Total Warehouse Costs / Total Orders $4.26 $3.62

Cost % of Sales Total Warehouse Costs / Total Revenue 3.1% 2.7%

ESTABLISH KPI TARGETS

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BENCHMARKING RESOURCES

www2.isye.gatech.edu/ideas/

www.apqc.org/OSBCdatabaseProcess Classification FrameworkSM & Open Standards Benchmarking CollaborativeSM

Multiple Process Standards & Metrics Reports, 2011 State of Logistics Report, 2011 Logistics Cost & Service Report

www.cscmp.org

Supply-Chain Benchmarking with SCOR and SCORmark

www.supply-chain.org

System-Based Self-Assessment of Warehouse Operations

25

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www.supplychainmetric.com

Improving Order Execution Performance: A Holistic View of Metrics

www.mhia.org/search/Holistic+Metrics

A Comprehensive Look at Performance Metrics, Definitions & Calculations

Supply Chain Metric

www.werc.orgMultiple Reports, Tools and the Warehouse Manager’s Guide to Benchmarking

BENCHMARKING RESOURCES

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METRICS CAVEATSLevel the playing field:

Over-complexity can undermine value

So can over-simplification Workforce involvement is critical

canoes vs. cases

A Hard Look at the Soft Side of Performance, Vitasek & Maylett, CSCMP’s Supply Chain Quarterly, Q4 2011

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METRICS CAVEATSMETRIC / IMPACT

Orders /Hour

On Time Delivery

Order Cycle Time

Order Accuracy Damage

Orders / Hour

On Time Delivery

Order Cycle Time

Order Accuracy

Damage

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YOU HAVE THE METRICS, NOW WHAT?

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IT’S TOUGH PLAYING GOLF WITH A BASEBALL BAT!

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The best technology installed in operations with ill-

conceived material flows & processes will only enable

users to do thingsBADLY - - - FASTER!

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SIMPLIFY & STREAMLINE

PROCESSES BEFORE IMPLEMENTING

TECHNOLOGY OR SYSTEMS

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MATERIAL

DATA

33

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Receiving Flow

34

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Cycle Counting

System Confirms Location

Operator Enters UOM/

Quantity

System Requests

Tag #

Operator Scans (or key enters) Tag #

System Logs Counts & Updates Inventory Records

5

7

6

10

12

9.6.1

System Displays

Count Location

Operator Proceeds to

Location

System Confirms

Tag #

8

2 3

System Requests UOM/Qty.

Reenter Data

Discrepancy

Reenter Data

Discrepancy

Reenter Data

Discrepancy

9

More Cycle Count Tasks?

YES

System Closes Session &

Directs Operator to Next Task

1413 15

NO

Operator Signs on to RF Cycle Count Screen

1Operator

Scans (or key enters)

Location ID

4

System Confirms UOM/Qty.

11

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ISSUESTravel between locations

Location searching

Pick tour set-upCase & item picking

Checking & verifyingCounting

Replenishment

CongestionOperator idle time

SOLUTIONSBring location to operator

Use WMS, lights, voice or RFIDSequence via WMS

Assess alternate storage modesBar code, voice or RFID

Prepackage or weighDynamic via WMS

Spread fast movers

WMS task management

BEST PRACTICES

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Improve Space UtilizationReduce Travel TimesIncrease Pick Rates & ThroughputOptimize Replenishment ActivityReduce DamageImprove SafetySimplify Retail Restocking 01 0402 0301 0402 03

{GoldenZone

REFINE INFRASTRUCTUREEVERYTHING HAS TO BE

SOMEPLACE

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INFORMATION TECHNOLOGY & SYSTEMS

REFINE INFRASTRUCTURE

SYNCHRONIZE MATERIAL & DATA FLOW

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Measure Calculation Current Target ValueOn-Time Delivery Total Orders On Time /

Total Orders Shipped 87% 95% $250,000

Order Accuracy Errorless Orders /Total Orders Shipped 92% 98% See above

Order Cycle Time Actual Ship Date -Customer Order Date 12 Hrs 8 Hrs $100,000

Inventory Accuracy Actual Qty. by SKU /Reported Qty. by SKU 96% 99% See above

Damaged Inventory Total Damage $$$ / Total Inventory Value .75% .50% $100,000

Days on Hand Avg. Inventory Value ($) /Average Daily Sales $ 50 Days 42 Days $1 Million

Storage Utilization Avg. Inventory Sq. Ft. /Storage Capacity Sq. Ft. 78% 85% $100,000

Orders per Hour Orders Picked & Packed /Total Whse. Labor Hrs 15/Hr 20/Hr $864,000

Lines per Hour Total Lines Picked /Total Whse. Labor Hrs 40/Hr 54/Hr See above

Cost per Order Total Warehouse Costs / Total Orders 4.26 $3.62 See above

Cost % of Sales Total Warehouse Costs / Total Revenue 3.1% 2.7% See above

Annual Savings $2.4 Million Probable Cost $1.8 Million

USE KPI’S TO DEVELOP YOUR ROI

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RETURN ON ASSETS IMPACT

35

45100

15

20

15

8

2

25

55 5

100

100

50

5%

2

10%

25

Return onAssets

Sales

COGS

Variable Expense

Fixed Expense

Inventory

Receivables

Other

50%

25

Gross Margin

Expenses

Taxes

Current Assets

Fixed Assets

Net Profit /

Sales

Sales /

Total Assets

Asset Turnover

Net ProfitMargin

X

Improved fill, increased sales

10% cut in transportation & outside warehousing costs

7% Inventory reduction

46.35100 + 3

56.65

103

103

5.6755.5%

11.3%

2.06

3515 +45%33.5

13.5

6.425

12.8%

6.24%

14.5%

7.16.9%

18.6

1424

33.5

49

2.1

6.43

32.1

7.1256.9%

40

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Characterize current operationsProfile current & projected activityDevelop metrics & performance targets (KPI’s)Identify “gaps”Look at processes to identify options for improving layout, inventory slotting & handlingAssess value of automation, AIDC & WMS for throughput, accuracy & productivity Quantify potential gains & build ROI

RECAP

41

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Warehousing is like riding a bicycle –

keep moving forward or you’ll fall

down! 42

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© 2012 Material Handling Industry®. Copyright claimed as to audiovisual works of seminar sessions and sound recordings of seminar sessions. All rights reserved.

For More Information:[email protected]

www.transystems.com

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HAVE A GREAT SHOW!43