White Paper
"Voice Directed Picking: Expected ROI"
By Tony
Beales
Director
Business Computer
Projects Ltd - Supply Chain and eBusiness Solutions
Introduction
The use of voice technology in the warehouse is starting
to take off, particularly for order picking. Voice directed
order picking involves the use of a wearable computer with a
headset and microphone so that the order pickers are instructed by voice on
what items to pick and where to pick them, verbally confirming their actions
back to the system. The wearable
computer communicates with the warehouse management system via a radio
frequency (RF) local area network (LAN).
The list of potential benefits is impressive:
·
Increased accuracy 99.9% plus
·
Increased productivity 15% plus
·
Removes trips back to assignment desk
·
Removes cost of printing and distributing picking
documents
·
Removes cost of re-keying order amendments, picking
confirmations and catch weights
·
Hands free & Eyes free makes picking easier
·
Real-time feedback for proactive management
·
Real time stock updating
·
Improved safety hands free & eyes free
·
Reduced training verbal prompts easier
The biggest benefits are obtained in low margin, high
volume, labour intensive case picking operations, and because of this, the
Foodservice Industry and Grocery Retailers and Wholesalers are leading the way
in adopting the technology. Accuracy
and productivity are critical in these low margin, labour intensive operations,
and the use of voice technology delivers this by freeing both the hands and the
eyes for the picking task. The hands
free operation is also particularly suitable for picking Frozen Foods and
Chilled Foods, where gloves hamper the handling of paper or radio data
terminals. Catchweights are easily
captured, and the subsequent re-keying of information removed. Furthermore, the improved accuracy usually
eliminates the need for costly order checking altogether.
Accuracy
The biggest cost benefit is increased accuracy, and this is
frequently used on its own to cost justify the adoption of voice
technology. However, the cost of a
picking error is frequently underestimated, and of course differs for
wholesalers and for retailers distributing to their own stores. The cost of a picking error also differs for
short picks, over picks and mis-picks.
Wholesaler:
Short pick The costs
are the clerical effort of handling the credit claim and the margin on the lost
sale.
Over pick If reported,
the costs are the transport costs of returning the item, labour costs in
handling the return, and in some cases the cost of writing off stock if outside
acceptable shelf life or QA parameters.
If not reported, the cost is
the stock loss incurred, perhaps an average of £10 ($15) per case.
Mis-pick If the error
is correctly identified and reported, the costs are the clerical effort of
handling the credit claim, the margin on the lost sale, the transport costs of
returning the item, the labour costs in handling the return, and in some cases
the cost of writing off stock if the returned item is outside acceptable shelf
life or QA parameters.
If the error is incorrectly
identified as a short pick (i.e. the item sent is not returned, but also not
paid for), then the costs are the clerical effort of handling the credit claim
and the cost of the stock loss incurred a very costly error!
The average cost per picking
error for most wholesalers is in the range of £5 to £25 ($8 to $40) per error,
with £5 ($8) being a significant underestimate in most cases.
Retailer:
Short pick The costs
are the clerical effort of recording an adjustment in the stock and accounts
system and the margin on the lost retail sales if the short delivery results in
a stock out in the store (typically 20% of short picks might result in stock
outs)
Over pick The costs
are the clerical effort of recording an adjustment in the stock and accounts
system, and if the overstocking is great enough to justify a return, the
transport costs of returning the item and the labour costs in handling the
return. The overstock situation may in
some cases result in writing off short shelf life stock.
Mis-pick The costs are
the clerical effort of recording an adjustment in the stock and accounts
system, and the margin on the lost retail sales if the short delivery results
in a stock out in the store. If the
overstocking of the incorrect item is great enough to justify a return, the
costs include the transport costs of returning the item, the labour costs in
handling the return. The overstock
situation of the incorrect item may in some cases result in writing off short
shelf life stock.
For retailers, the greatest
cost arising from picking errors is often the cost of checking orders on
delivery to stores. In most cases, the
improved accuracy arising from the use of voice technology is such that there
is no longer any need to perform this check at all.
The reduction in picking errors resulting from voice
picking can vary considerably (in some environments 99.9% accuracy is
exceptionally good, while in others it is exceptionally bad!), but some
recorded examples are error rates of:
·
3 per thousand reducing to 0.3 per thousand (accuracy
of 99.7% improving to 99.97%)
·
8 per thousand reducing to 1 per thousand (accuracy of
99.2% improving to 99.9%)
·
1.1 per thousand reducing to 0.1 per thousand (accuracy
of 99.89% improving to 99.99%).
These represent reductions in picking errors of between 80%
and 90%.
As an indication of the magnitude of the possible savings,
a wholesaler picking 500,000 cases per week with an error rate of 2 per thousand (99.8% accuracy) is experiencing 50,000 errors per year. An 80% reduction to 0.4 per thousand (99.96%
accuracy) will reduce errors by 40,000 per year, which at a cost of £10 ($15)
per error represents savings of £400,000 ($600,000) per year.
Picking Productivity
Typical productivity improvements are between 10
and 20%, arising from:
·
Hands free no paper or bar code scanner to
handle. The benefit is even greater for
frozen and chilled foods.
·
Eyes free no stopping to read picking instructions,
pickers listen & speak while moving.
·
No return to assignment desk to collect next picking
list.
·
Voice direction pushes pickers harder workers
respond well to verbal instructions.
·
Faster recording of catch weights spoken rather than
written or keyed. The benefit is even
greater for frozen and chilled foods.
·
Fewer re-picks due to fewer empty picking slots because
real time stock updating triggers replenishment instructions
As an indication of the magnitude of the possible savings,
a distribution centre employing 50 pickers might have a total labour cost of £1
million, and maybe significantly more if overtime payments are
substantial. A 15% saving on £1 million
is £150,000 ($240,000) per year.
Administration Productivity
Improvements in administrative efficiency arise from:
·
Elimination of the tasks of printing and distributing
picking documents
·
Elimination the re-keying of picking confirmations,
order adjustments for out of stocks, and catch weights for variable weight
items.
These cost savings are significant, and for a large
wholesaler there may be several administrative staff no longer needed for those
tasks.
Savings in Stationery Costs
Eliminating paper picking labels brings a significant cost
saving in the cost of the paper alone.
Many distribution centres spend in excess of £50,000 ($75,000) per year
on purchasing picking labels.
Real Time Stock Updating
Real time stock updating allows:
·
Triggering of letdowns to replenish picking faces,
optimising the use of fork lift trucks and preventing re-picks or waiting time
due to empty picking faces
·
Cycle counting can built in to the replenishment
(letdown) task, improving the efficiency of the stock checking process.
·
Immediate action to be taken on stock discrepancies if
picking face is empty or from cycle counting, allowing picking face
replenishment to take place and improving accuracy of stock recording.
·
In turn, the improved accuracy of stock recording leads
to improved service level and less time spent investigating stock discrepancies
Improved Safety
The hands free and eyes free operation leads to fewer
accidents.
Eliminating paper leads to less waste paper or label
backing sheets, resulting in a cleaner, tidier and safer warehouse.
Reduced Training
The training time for new pickers is reduced by the use of
voice, as a voice directed task is easier to learn than interpreting a paper
task. Training time can often be
reduced by as much as half.
Expected Return on Investment (ROI)
The expected ROI from voice directed order picking will,
of course, vary significantly from one company to another, depending on:
·
The current level of picking accuracy and the potential
for improvement
·
The current method of picking paper based or radio
data terminal
·
Whether orders are checked before despatch
·
How many picking shifts are in operation
·
What infrastructure is already in place e.g. RF
Network
·
Whether the existing Warehouse Management software (if
any) supports voice technology
One of the biggest factors is the number of picking shifts
in operation. If there is more than one
picking shift per day, then equipment can be shared between pickers on
different shifts. Typically each picker
would have their own headset (and microphone), but would share the wearable
computer or terminal, as their voice profile can be downloaded to the terminal
when they log on. For a company with
more than one picking shift moving from paper based picking to voice directed
picking, the cost of installing voice technology is now such that payback can
often be achieved within 6 months. For
a company with a single picking shift per day, payback within one year would be
a more realistic target.
BCP provide an online payback calculator for voice
directed picking