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3324
Which DC metrics matter most in the
age of e-commerce?
SOURCE:
The annual DC metrics study is produced through a partnership between the
Warehousing Education and Research Council (WERC) and DC VELOCITY. This year’s
survey was conducted by Joe Tillman, a WERC researcher and founder of TSquared
Logistics, and Drs. Donnie Williams and Karl Manrodt of Georgia College & State
University. To see the full results of the survey, including performance and
benchmarking data, go to www.werc.org.
Companies in the wholesale and distribution
sector made up the largest percentage of
respondents to this year’s survey, followed
closely by manufacturers and third-party
warehouses. Together, those three industry
sectors accounted for nearly three-quarters
of the respondents.
More than half of the
survey respondents
worked for companies
that either serve the
end consumer or supply
a wholesaler/distributor.
Other 3.5%
Transportation service provider 0.9%
Utilities/Government 0.9%
Life sciences – Medical devices 2.6%
Life sciences – Pharmaceuticals 1.6%
Third-party
warehouse
19.5%
tail
0%
Who is your customer?
Survey respondents by industry
Retail firm
23.8%
How are orders picked in your DC?
Partial-pallet
picking
12.9%
In total, about two-thirds
of respondents (64.4
percent) said that orders
were picked by the case
(either full or broken) in
their DCs, while 35. 6
percent said they picked
orders by the pallet
(either partial or full).
Those figures are
consistent with last
year’s survey sample.
What type of software do you use to
manage your warehouse operations?
WMS ( warehouse management system) 39.4%
ERP (enterprise resource planning system) 20.2%
Legacy software — homegro wn/developed over time 15.4%
Excel/Data file 14.4%
Do not use software 4.3%
Cloud-based WMS 3.7%
MRP (material requirements planning or manufacturing resource
planning) software 2.6%
Predictably enough, when survey-takers were asked about the software used to run their
operations, warehouse management systems (WMS) emerged as the most common
response. But the results also showed that ERP systems were used in a significant share of
operations. That may be because many facilities are trying to integrate their data among
different siloes and platforms, which is made easier by using an umbrella ERP platform
that includes a WMS alongside other modules.
What technologies do you use or plan to use to
move materials within your DC?
Planned or Not
Technology Use today implementing planned
Conveyors 53.3% 24.9% 21.8%
Cart-based picking 38.2% 15.2% 46.7%
Driverless vehicles 23.6% 16.5% 60.0%
Automated storage and retrieval systems (AS/RS) 22.7% 25.8% 51.5%
Slotting systems (outside of WMS) 14.3% 15.6% 70.1%
Carousels 12.9% 28.5% 58.7%
Sortation systems 12.4% 11.1% 76.4%
Robotics 12.1% 16.1% 71.9%
As warehouses pursue ever-greater accuracy, material handling technology plays a
growing role. We asked respondents what technologies they used to move goods within
the four walls of their DC and found that the trusty conveyor still rules in terms of
installed systems. However, many respondents told us they plan to buy—or are already
implementing—technologies ranging from AS/RS ( 25. 8 percent) to carousels ( 28. 5 percent)
and even robots ( 16. 1 percent).
Note: Percentages may add up to more than 100 because of rounding.
Top 12 most commonly used metrics, 2019
“Order picking accuracy” rose to the top of the list of most commonly used warehouse
performance metrics this year, while a related measure, “inventory count accuracy by
location,” jumped from #10 to #5. That focus is a reaction to the small size and high
frequency of orders in e-commerce fulfillment, said survey author Joe Tillman, who explained
that picking mistakes take on great importance when an order may consist of a single item.
You can’t manage—or improve—what you don’t measure. That has long been the premise of our annual warehouse
and DC metrics study. The survey, conducted among DC VELOCITY readers and members of the Warehousing
Education and Research Council (WERC), asks respondents what metrics they use, how their operations are
performing against those yardsticks, and what tools and technologies they use—or plan to use—in
their DCs. Here are some highlights of the 16th annual study.
Metric (in 2019 rank order) 2018 rank 2017 rank
1. Order picking accuracy (% by order) 2 2
2. Average warehouse capacity used 1 1
3. Peak warehouse capacity used 3 4
4. On-time shipments 5 3
5. Inventory-count accuracy by location 10 10
6. of supplier orders received damage-free 11 11
7. Order fill rate 14 12
8. of supplier orders received with correct documents 13 14
9. Dock-to-stock cycle time, in hours 16 13
10. On-time ready to ship 12 8
11. Part-time work force to total work force 7 5
12. of cross-trained workers 8 9
40
news
13 \ newsworthy \
Industry growth slowed in March, according
to Logistics Manager’s Index
Slowing U.S. freight market to stay in
positive territory through 2020, DAT says
Trucking industry faces challenges in
parking, safety, insurance
Groundbreakers: who’s building a new DC?
Fortna acquired by private equity firm,
plans growth in e-commerce and
warehouse automation
Last mile is the crucial mile, tech exec tells
Home Delivery World
Kroger, Ocado to build next CFC near
Orlando
Global Tranz sold to new private equity
owner after just eight months
Short takes
Uber Freight expands brokerage service
to Europe
Quiet Logistics acquired by pair of
real-estate developers
Accolades: awards and recognition
Rakuten acquires two Salt Lake City firms
to boost e-comm capabilities
Truckstop.com lands investment from
venture capital firm
in every issue
1 \ inbound \
Boxes and briefs: Industry news at a glance
39 \ inPerson \
An industry insider looks at the supply chain
42 \ rollouts \
Spotlight on pallets, containers, and tracking
systems
55 \ adindex \
How to reach our advertisers
voices
11 \ bigpicture \
No silver bullet \
DAVID MALONEY
56 \ outbound \
Catch a wave \
MITCH MAC DONALD
EDITORIAL ADVISORY BOARD
n Jim Bowes
Peach State Integrated
Technologies
n Earl Boyanton
Independent Consultant
n George Clopton
Polo/Ralph Lauren
n John White III
Fortna
n John A. Gentle
John A. Gentle & Associates, LLC
n Brian Gibson, Ph.D.
Auburn University
n Steve Inacker
Cardinal Health
n Richard Jackson
Mast Logistics
n C. John Langley Jr., Ph.D.
Penn State University
n Clifford Lynch
C.F. Lynch & Associates
n Karl Manrodt, Ph.D.
Georgia College & State University
n Scott Mc Williams
Geodis
n Christopher D. Norek, Ph.D.
Chain Connectors
n Richard H. Thompson
JLL
n Kate Vitasek
University of Tennessee
DC VELOCITY is committed to accuracy
We are committed to accuracy and clarity in the delivery of important logistics and supply chain news and
information. If you find anything in DC VELOCITY you feel is inaccurate or warrants further explanation, please
contact Editorial Director David Maloney at dmaloney@dcvelocity.com.
inside
Hints: Carly Simon, Bob Seger, The Beach Boys
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