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Lean Manufacturing Tool Kit
Techniques, Tools, Terms, and Tricks Used
In World Class Manufacturing
Philosophy vs. Techniques: The overall philosophy of Lean, i.e. Continuous
Improvement and the Elimination of Waste, is best enforced through constant
pressure to reduce inventory and ship on time.
Consider the techniques, listed below, as “tools” in
your “Toolbox”. As you lower the inventory, problems will surface. The
following tools and techniques will help resolve them.
Just as you would not attempt to drive a nail with a screwdriver, each of these
tools has an appropriate time and place for its use.
- 5S / Area Organization. The 5 S’s actually stand for
Japanese terms, which loosely translate as Sort, Set in Order, Shine,
Standardize, and Sustain. A place for everything. Everything in its
place. Clean. Shadow boards. Labels. Transparent containers. Clear
posted instructions. Color codes. All appropriate tools where needed and
fit for use. Remove the un-needed. Place infrequently used items out of
the way.
- 80% Solution: When approached with a capital expense proposal,
ask “How would you solve this problem if we could only provide you 10% –
20% of your requested funds? In many cases, Pareto’s law applies; i.e. we
can attain 80% of the results with 20% of the expenditure. Note: The
remaining 20% of the gain might still justify the additional 80% of the
expenditure, but the alternative solutions are worth understanding.
- 90% of Authority is Assumed: It’s been many years since a
very wise mentor made that profound statement. It continues to be proven
true. Decide what needs to be done, and do it. Another expression that
often applies is “Sometimes it’s better to Beg Forgiveness than to Ask
Permission”!
- Activity Based Costing: (ABC): Refers to the allocation of the
various major components of overhead, based on the % of effort that each
product requires from those support areas. As an example, product “A”
might be very labor intensive, but require very little space, capital
equipment, or engineering support. Product “B” is just the opposite,
highly automated but requiring a large factory area, considerable amount
of maintenance, and constant engineering support. Applying overhead based
only on labor, or space, will likely provide inappropriate costing of both
product lines. ABC attempts to ascertain the actual costs of each
overhead department, and then applies those costs to the various product
lines based on the percentage used by such product line. Note that a
detailed ABC can be quite time consuming. Quite often, a “thumbnail” ABC
is sufficient.
We had one client that was just about to terminate a product line. I
asked if we might do a quick ABC. It turned out that the product line in
question was a “cash cow”, while the line that had been planned to expand,
was marginal at best!
In some situations this technique can be critical. The inappropriate
application of overhead can be detrimental, or even terminal, to the
company. Pricing decisions and product terminations are often made based
on “full costing”. When the “peanut butter” approach is used, i.e.
smoothly applying overhead based on one attribute such as direct labor, or
space, products can be inappropriately costed, causing bad decisions.
(See Contribution vs. Full Costing)
- ABC Inventory Classification: Utilizing Pareto’s Law,
inventory is generally classified into 3 broad categories. The “A” parts
representing the “Critical Few” items that constitute the biggest annual
dollar usage, and must be closely controlled. The “C” Items representing
the “Trivial Many” that make up the largest number of SKU’s, and the least
amount of annual dollar usage. And the “B” items represent the moderately
important middle ground. Each company chooses where the demarcation is
between such classifications. Note that there are no “rules” as to where
you draw the line between A’s, B’s and C’s. We recommend that the A items
be kept to a quantity of SKU’s that you can adequately manage.
Percentages of A, B, and C items also vary significantly by industry. A
common breakdown in the electro-mechanical assembly industries is: 80% of
annual dollar usage = A items, 15% = B items, and 5% = C items. Pick what
makes sense for you. And, change it whenever it no longer makes sense.
Once the classification is done, your planner’s emphasis is placed on
carefully monitoring and controlling the level of “A” items on hand.
Contrarily, the rule on “C” items is to make them non-issues, i.e. make
sure that we never run out. This philosophy is often expressed in the raw
material inventory and/or lot size policy: e.g. we plan to carry a 2 week
supply of “A” items, 5 Weeks of “B” items, and 13 weeks of “C” items.
- ABC Raw Material Inventory: Actual vs. Plan:
Many inventory
planners use a lot size and/or order point formula for raw material
procurement based on the ABC classification of the raw material items.
E.g. 2 weeks of “A” items, 4 weeks of “B” items, and 12 weeks of “C”
items. The general rule is to procure a lot size of the policy number of
“weeks supply” when the on-hand inventory reaches it’s order point
(generally about ½ the lot size). I.e. when the on-hand inventory level
of an “A” item got down to 1 week supply, an order for an additional lot
of approximately 2 weeks supply would be placed.
It is therefore reasonably straightforward to calculate the amount of
inventory dollars that this policy should create.
In almost every company where we have calculated this number, the actual
inventory was TWICE as much as computed. We’ve found, consistently, that
just about ½ of the raw material dollars on-hand are “exceptions” to the
inventory policy (either planned or unplanned).
The point is this: Attacking the A,B,C inventory rules will only get at
half of the problem. You’ll need to dig into the exceptions to get at the
other big piece of the pie.
- Accountability: We dropped a client, after
several months of their people missing due dates on their action
commitments. They were wasting our time and their money.
Don’t even bother to begin any significant transformation process, like
Lean Manufacturing, if corporate management neglects to hold people
accountable. Should we expect an occasional failure? Of course. But
when the recover date is missed, repeatedly, it’s time to take clear demonstrated
corrective action. Occasionally the “rock” is a person. Remove the rock,
or you risk undermining the entire transformation process.
- Accuracy vs. Precision: As you move toward a lean
operating environment you will discover that measurements often become
less precise. At the same time, however, they tend to be more accurate
than before. In all too many traditional operations, the parameters being
measured are “precisely wrong” or at very least, denote an unwarranted
degree of precision.
As an example, a product in a traditional layout may move in a batch
through multiple departments. Each department would “cost” the item based
on either the actual set-up and run times, or “standard” times plus some
efficiency factor. The result would be a detailed listing of every cost
segment (operation), plus an applied factor for factory overhead functions
such as material handling, etc.
In a lean environment, the operations might be assembled into a cellular
layout, with hand-offs between operations. Unit cost would simply be the
total cost of the cell, divided by the number of units produced. While
the Lean cost measurement is less detailed, it is hard to dispute its
accuracy.
- Analysis Paralysis. Time is indeed “of essence”. There are, of course, issues that justify a complete and thorough
analysis prior to taking action. Most decisions, however, do NOT involve
major risk. Ask the questions: “What will it cost to do this? If this
should fail, in the most spectacular way, can we recover? What will it
cost to put it back if it doesn’t work?”
Take a quick look at the risks in “just doing it”. It has been
our experience that far too much inappropriate analysis takes place in
industry. We have literally seen companies repeatedly spend thousands of dollars
to “study” a situation, when a simple trial and error of the alternate
solutions would have cost hundreds. One company spent a small fortune
analyzing where to put a tool supply cabinet! They concluded that it
should be in the middle of the shop area so that all could access it
efficiently. Who’d of thought?!
Look to error on the side of action. Do something. If it works,
do more of it. If it doesn’t, try something else.
On a side note: If you are attempting to choose between a couple alternatives
where none has a clear advantage… It probably doesn’t make any difference
which one you pick! Chose one and get on with it!
- Andon: See “Opportunity
Signals”
- Backflush: Typical MRP logic removes parts from raw material
inventory when a “kit” is pulled from stock, i.e. the parts are issued. A
second transaction is then processed to “close” the assembly back into
stock as a completed unit. Backflush eliminates one transaction. The
parts are deleted from inventory, upon completion of the assembly.
E.g. “I built 5 bicycles so I must have used 10 tires”. Doing so can
significantly reduce and simplify transactions. Note that backflush is
credible, from an inventory control and accounting perspective, only if
the production lead times are extremely short (ideally, less than one
day), and when process quality is extremely high, i.e. items do not linger
in “discrepant material” limbo. Backflush is extremely effective when
parts are stored at the point of use.
Note: Some of the older MRP software required a simple software fix:
simultaneous open and close of the work order. The computer is
instructed that when an order is closed, assume that it had been opened,
and do both transactions simultaneously.
- Backlog: Measure and Control It: Backlog of work in technical
and support departments such as engineering and drafting must be
controlled or lead times will grow. This is accomplished through
continuous monitoring of backlogs, with a rule that they will not be
allowed to grow beyond some pre-determined amount. A required change in
capacity can be determined by watching the amount of overtime necessary to
maintain this level of backlog. Example: Our policy is to maintain the
backlog of engineering work at under five days. If the backlog grows to
six days, overtime will applied to reduce the backlog to within our
guideline. If overtime is consistently required, management will need to
evaluate the need for adding of more permanent resources to the
department. (See “Value Engineering”)
- Banked Hours of Capacity: During periods of rapid WIP and
/ or Finished Goods inventory reduction, additional capacity will
generally be freed up. Example: We currently have 6 weeks worth of
Finished Goods inventory on hand, and we wish to reduce that level to
three weeks. This can only be accomplished by 1) making less than we
ship, or 2) shipping more than we make. For some period of time, we will
need to produce less than we ship. You can think of the labor that has
been invested in the WIP or finished goods inventory as “banked”. In
some client companies, we have been able to utilize this effect to get
caught up on an over-extended order book. People were moved from the
front-end operations, and utilized to help with the finish-end operations,
thereby allowing increased shipments during the inventory reduction
period. In other plants, the freed up capacity was used for cross
training, re-layouts, painting the factory, etc. All too often we hear
these statements, made in earnest: “We don’t have the time to train our
people” and in the next breath “We can’t let the people sit around while
we reduce the inventory”. Take advantage of this one-time effect. Use
the excess capacity to get caught up, or to improve your process
capability!
- Bench Marking: Bench marking has become the
vogue of late. The idea is to compare your operating performance, in
various categories, with the world’s best. Some companies will spend
weeks, even months, researching other companies to find “best in class’
data. Before spending this time and money, it is critical that you ask
this simple, but powerful, question: “What would we do differently if we
had this data?” In every case, where we’ve asked this question, the
answer was “Well, we’ll seek to get better in those areas”. Here’s an
idea: “Seek to get better” now!
I’m going to go out on a limb here. Odds are that you are NOT the world
leader in any parameter! Your lead times are too long. Your inventory is
too high. Your delivery performance isn’t good enough. Your quality and
reliability need improving. And, your costs are too high.
In our experience, bench marking is either 1) an ego trip, e.g. “we’re
already really good”, 2) a way for some consultant to add a few more
billable days, or 3) a way to postpone actually DOING anything! Don’t
waste the time and effort. If you really want to know what world class
companies are doing, try reading any of the excellent books that are
readily available. An old classic is “World Class Manufacturing” by
Richard Schonberger.
- Best Practice Studies: If it is truly used to see what, and more importantly, HOW other companies are excelling, then "BPS" can be of benefit. Too often, however, "best practice" is tied to "bench marking". Pretty much all real "Best Practice" methods are well documented in the available literature. We generally recommend that you do not spend the money and time sending teams of individuals on boondoggles. Bring in a mentor that's done it with proven results. As NIKE would say... "Just Do It" And, when you're done, "Just Do It again"!
- Bills of Material: Flatten them! Flat Bills of Material: Lean demands that we simplify operations, reduce lot sizes, eliminate inter-unit in-process inventory, failsafe operations, and attain a high level of on-time completions. These steps greatly reduce the need for deep bills of material. Challenge every level. Continually ask: "Why can't we make that subassembly as part of the higher level assembly? Eliminate sub-assemblies where ever possible. Utilize "Blow-Through" BOM's where required. Use kanban controls to schedule subassemblies, thereby eliminating all "in & out of stock" inventory transactions. (See "Blow-Through BOM's" and "MAPO")
- Blitz: A commonly used (and often abused) term meaning to
target an area / process and make rapid significant changes, with minimal
study and analysis. It is a powerful concept, when appropriately applied,
and can also be used to illustrate the power of a “Just Do It” approach.
In most environments, the results of the blitz will generate considerable
improvement. It is important to emphasize, however, that the operators in
the area blitzed, will need to “tweek” and fine-tune the operation in
order to achieve the blitz’s full potential. Most blitzes should be
thought of as a series of changes: try something, adjust it, tweek it, let
it settle in, tweek it again, and then, after it has settled down, proceduralize
and document it.
Caveat: Blitzes are all too often un-targeted, i.e. done with little
concern as to the overall impact on the total company. The results of
such un-focused blitzes typically have a significant local impact, but
little or no impact on overall company well being. See “Solutions Looking
for a Problem”
- Blow-Through BOM’s (Bills of Material): Many “assembled product”
manufacturers need to maintain subassembly identity, and/or control
configuration, for replacement parts. In these circumstances, rather than
have a flat bill of material, it is much more practical to continue to
show all subassembly levels on the bill of material. A “Blow Through”
level, allows the subassembly’s parts to be called out, for kitting or
backflush purposes, on the next higher level assembly. The MRP algorithm
“blows through” i.e. treats the subassembly’s parts as if they were called
out on the next higher-level assembly.
- Boom-Bust Cycle: Some Causes: I just got off the phone with
a steel finishing plant / distributor. He said that their on-time
delivery performance was terrible, and that their lead times had extended
considerably. When I mentioned some ways to fix this issue, his response
was classic: “The customers have learned to expect it” “We can't turn
down orders. We just promise what they want to hear,
then beg forgiveness”
And what do the customers do in these situations? You’ve go it! They
double order. They order high “just in case”. They ask for it early,
knowing full well that it will be late.
And what then happens when things slow down, just a little bit, and
suppliers begin to get on time? Right again! The customers start
canceling orders, and pushing out deliveries. They'll ask you to “hold
it” for them until they really need it.
We go from “Can’t make Enough” to “Can’t Give It Away” virtually
overnight! Classic Boom – Bust cycle.
Ask any customer which he'd rather have: An unfavorable, but realistic
promise date? Or a “Tell them what they want to hear, then ship it when
you can” promise?
When I mentioned that we could help them fix this situation, he said,
"It isn't a priority. We're too busy".
This is doubly interesting since when we’d spoken a few years prior, he’d
said that he didn't want any help then either. You got it!
They were too slow then! Odds are, the answer will be the same in
another year or so when this bubble, caused by artificially inflated
demand, bursts.
When are we going to learn?
There are some simple, yet powerful ways to reliably promise, and deliver,
on time, and NOT turn down lucrative “urgent” orders, and, while still
keeping the plant running at capacity.
You may not be able to protect your entire industry. But by
maintaining reasonable lead times and reliable delivery performance with,
at minimum, your "A" customers, you can dampen your
own boom - bust cycle considerably.
- Bottleneck: The machine or function that limits the output of
the entire factory. The idea is to focus all efforts on improving the
output of the bottleneck.
One caveat: Challenge the validity of all perceived bottlenecks. Is it a
physical limitation? Or is it an imposed limitation? Unless your
facility is running 24 x 7, most bottlenecks are imposed, not truly a
physical constraint. When looked at, in its most basic form, there are
only a few true physical limitations to increased output: Time, Money, and
the Marketplace. If you are trying to increase the output of buggy whips,
the market will likely be your limitation. For most other products, given
enough time and money, any bottleneck can be overcome. In the short term,
however, very real bottlenecks may exist in your operation. (See “Theory
of Constraints”)
- Build the Entire Plant at Dock Height with Easy
Access to the Entire Periphery. In a lean environment, we seek cost effective material
delivered directly to the point of use. We also want easy shipment /
loading. Having a plant that is all at truck dock height allows for dock
doors to be placed anywhere on the periphery of the plant, thereby
providing considerably more flexibility. The use of side loading trucks
may also enhance this process.
- Build in flexibility: Make it easy to re-arrange
equipment. Leave a loop of wire in the ceiling so that benches and
equipment can be repositioned. Put twist lock outlets in the ceiling on a
grid. Use quick-disconnect air hookups (in ceiling). Put equipment,
where practical, on wheels (with wheel locks). The idea is to make
“change” as easy and inexpensive as possible. Once flexibility is
established, the organization can readily capture the gains that small
incremental improvements provide.
- Capacity: Demonstrated vs. Theoretical: There are several ways to
calculate “theoretical” capacity. And, in circumstances where there is no
other data, doing so can provide useful information. However, wherever
actual DEMONSTRATED performance data exists, use it. And be careful to
use long-term average data. Not, the “best week we ever had” data. While
history doesn’t always represent the future, it’s generally more accurate
than the calculated numbers.
- Capacity: Do We Really Need More?
“We need more draftsmen.” Said the head of engineering. “Our backlog of drafting work is 40 days!” It turned out that their backlog of drafting work had ALWAYS been about 40
days! Do they need more permanent drafting capacity? No. Here’s a
simple rule of thumb. If your backlog of work continues to remain
fairly stable, then you probably do NOT need additional capacity (on
average). In this circumstance, you have demonstrated that you have, in
fact, got the appropriate capacity to deal with your average demand. If
you didn’t, your backlog would continue to grow. Instead, you may just
need a temporary, one time, increase in capacity to reduce the backlog.
In the real-client example above, we worked a considerable amount of OT,
and brought in some part-time help. Once the backlog was reduced (to less
than 5 days on average) the original level of staffing was able to
maintain it at that level. (See Backlog: Measure and Control It)
- Capacity Planning / Capacity Requirements Planning (CRP):
Providing a realistic achievable amount of work to the shop floor is a basic requirement for high levels of on-time delivery performance. Capacity planning is a necessary tool to achieve this. Capacity planning can be done at two different levels: Rough Cut, based on the top level schedules only, and Detailed, which utilized the entire set of "detailed" schedules produced by the scheduling system (ERP/MRP). In each method, the approach is to multiply the amount of the various resources required for each individual item, times the number of items that are scheduled to be produced. The cumulative requirements are then totaled by resource (e.g. work center) and time bucket. This total requirement is then compared to the amount of capacity available, and if adjustments are required, they are made (overtime is planned, people are re-allocated, schedules are moved in or out, etc,)
One important point is that Lean principles will greatly simplify capacity planning, and in many environments, will eliminate the need entirely for detailed CRP. When lead times are compressed, bills of material flattened, and lot sizes cut, rough-cut CRP, based on the master schedule, is often sufficient.
- Capacity Reservation: In many industries, it is
imperative that suppliers retain capacity for their “A” customers. Doing
so protects your critical few customers from lead-time vacillations.
Aggregate capacity control, i.e. not accepting orders in excess of your
demonstrated capacity, is also crucial. It allows you to continue
reliable deliveries, even in the face of excess demand. Lead time may
float for your “B” and “C” customers, but quality and delivery performance
remain World Class.
- Cascade Planned Maintenance: In capital intense
industries, scheduled maintenance “down periods” tend to dry up the
inventory prior to the next downstream process step. The idea of
cascading planned maintenance is to schedule these down periods
sequentially, in the sequence that the product flows. Picture an
inventory “hole”, created by the maintenance down period, flowing from
operation to operation. While process #1 is down for maintenance, the
inventory queue in front of process #2 dries up. We then shut down process
#2 for maintenance, thereby allowing the queue in front of it to re-build,
while the queue in front of process #3 is depleted. This cascading
continues throughout the entire the remaining processes. This technique,
combined with modularizing the planned maintenance duration, can have a
huge impact on the success of in-process kanban controls. (See
“Modularize Planned Maintenance” and the article “Running Steel lean”)
- Cause & Corrective Action Reports: Accountability can be
significantly improved via this simple technique. Whenever a commitment
is missed, demand a “cause and corrective action” report. As the name
implies, we’re seeking an explanation of the reason for the missed
commitment, and the proposed fix so that the commitment will be attained.
Understand, we are NOT advocating a lot of bureaucratic paperwork. The
real purpose is twofold: 1) force a real understanding of the situation,
and 2) make it such a pain in the @#$%%^^ that it quickly becomes evident
that it is easier to make the commitment, than do the explanation!
- Challenge all “Cure Times” “Test Times” etc. Nature doesn’t necessarily work
in 8,16,24 hour blocks. Plot failures vs. time. If ALL failures occur
within the 1st 2 hrs, why run an 8 hr test?
Do some failure testing for various cure times. We have seen dramatic
reductions in overall cycle times simply by challenging and changing
here-to-fore sacrosanct “rules”.
- Cellular Manufacturing: Arrange equipment so that a
product can flow easily from operation to operation. Seek one-piece flow
within the cell. Minimize storage and conveyance devices. Wherever
possible use “Hand-offs” between operations.
Note that cells will naturally occur if there is enough pressure to reduce
inter-operation inventory (the catalyst for change). We were working with
an electric power meter company that was very vertically integrated. On
the 1st floor, punch presses made components used for the
various meters. On the 3rd floor, one product line of meters
was assembled. We formed a team composed of both assembly and punch press
operators, and set an inventory reduction goal curve. This rapidly
evolved into work cells on the 3rd floor. However, in about
one month the team said “This is crazy, we’re wearing a path in the floor
running over to get the punch press parts” (They had a dumb waiter
elevator to move the parts between floors) “We need to add back some
inventory” they said. We, of course, said “That’s the wrong answer. What
else can we do?”
With a little more discussion, it was agreed to move the press from the
“press floor” to the 3rd floor. It was placed in the cell.
Problem solved.
- China Contingencies: In a large number of industries, due to the substantial
cost differential, some portion of the product line (parts, sub-assemblies,
or even finished product) will be procured from distant sources (China, India, Korea, Mexico, etc.). It is imperative that a clear set of
contingencies be incorporated with this procurement policy to mitigate
your shipping performance risks. Such policies may include: Retaining
some capability to produce in-house or domestically; Willingness to pay
for air-freight when / if required; Producing / procuring domestically
during startup / product introduction “trial” phase (possibly at a loss,
due to the higher local cost structure); etc.
- Color-of-Money Issues: Standard corporate measurement
systems treat cash generated from inventory reduction differently than
cash generated from operations. This is a correct procedure in “normal
operating conditions”, i.e. when there is not a transition to “Lean” going
on. However, during such a transition from traditional operating
practices to “Lean Manufacturing” a one-time windfall of cash, via
permanent inventory reduction, is likely to occur. As long as the
appropriate systems (kanban controls, inventory goal curves, etc.) are put
in place, this inventory delta is enduring. Management should seriously
consider providing all, or a portion of this inventory reduction cash to
fund operating improvements: tooling, cross-training, equipment
re-arrangement, capital items, etc. In addition, top management
should consider allowing permanent inventory reduction to be considered
when evaluating capital and expenditure proposals. If spending $10,000 on
a piece of equipment (a “working asset”) will allow for a $50,000
permanent inventory reduction (a “non-working asset”), the decision
appears to be a no-brainer. Yet, all too often, this type of proposal is
rejected because it doesn’t fit the normal justification criteria.
- Column Pricing: It is common practice, in many
industries, to provide price breaks at increasing volumes of purchase.
The name comes from the typical form in which such pricing is presented,
i.e. columns showing the price at various purchase quantities. The
problem occurs when column pricing is set up so as to encourage “lumpy”
demand; i.e. buy a bunch now, then nothing for a long period of time.
This happens when the price break is based on the amount taken at any one
time. A Lean organization is always looking for ways to smooth demand.
This can be accomplished by rewarding volume in terms of annual
purchasing volume, as opposed to “per delivery”. Needless to say,
smoothing demand implies smaller, more frequent, runs. This, of course,
forces reducing set-up costs so that small lots can be effectively
produced. Every solution causes new problems! Lean is, indeed, an
iterative process.
- Common Sense: My teenage daughter wanted to
see what her Dad did for a living, so I brought her along to a basic
“Lean” workshop I was conducting. I presented the philosophy and some of
the common techniques of Lean. At lunch I asked what she thought. “They
pay you for this?” she said. “It’s all common sense”. And so it is.
There are a lot of people trying to make it complicated. It isn’t. 1)
Reduce the inventory. 2) Fix the problems that arise. Repeat!
The concept and techniques are straightforward. Making the necessary
culture change to embrace these concepts, however, is NOT. Every company
makes this transition, hopefully, just once. The problems that you will
encounter are predictable. Get some help. Find someone that’s done it
20, 30, 50 times. The payback can be huge.
- Communication Devices: I walked into the meeting with
our new client. After a few minutes of discussion, I got up to explain a
concept. There was no whiteboard or flip chart in the room! “How the
heck do these people communicate?” I thought.
Make it easy for people to convey ideas. Hang butcher paper in the
hallways and on the walls. Hang markers on strings or make wall mount
hangers to hold them. Make sure that every office and conference room has
a large white board and an ample supply of markers. Put flip charts in
every meeting room. Make sure everyone knows to bring a pad and pen to
every meeting. These simple, low cost items stimulate conversation,
communication, and brain-storming. Communication devices are not an
expense. They are an investment, with a huge payback.
- Compete with Speed / Responsiveness. Not just price (note: Quality is
a given). One strategy that I have personally implemented at one of our
own factories is this: Get your customers dependent on your quick
response time. We provided product in 1-2 days. Our competition required
2 weeks. Our customers loved the quick response, and soon got dependent
on it. They couldn’t go elsewhere! A great book on this subject is “Competing
Against Time”, by George Stalk.
Needless to say, speed without reliability is not of much value. Measure
both your response time and your on-time delivery performance to the original
promise date. Set goals to improve each. (See “On-Time Delivery”)
- Continuous Flow Manufacturing (CFM): Another term for “Lean
Manufacturing”
- Continuous Questioning: Things are often not what they
seem. Don’t be afraid to dig deeper. Ask Why? Why not? A couple
extremely powerful questions are: “What value does that add?” And “What
would keep us from doing that… Right Now?” (See Five “Whys”)
- Continuous Product Replenishment (CPR): A modification of traditional
kanban replenishment. The idea is to produce the aggregate forecast
quantity of product, but use the lowest “days supply” to determine what
specific SKU’s are produced, rather than using an absolute kanban quantity
per item.
- Contribution, vs. Full Costing: One technique that companies use
to avoid the risk of misapplication of overhead, deals with the
“contribution” that a product makes. No attempt is made at “Full
Costing,” i.e. applying overhead to the more readily attained “direct
costs” of labor and material. Contribution is defined as the amount
and/or percent of money that the product “contributes” toward both
overhead and profit. This can be extremely important when considering the
elimination of a product line. If no other product is available to fill
the capacity that would be freed up, the elimination of a “loser” could
have serious detrimental consequences. I.e. the product that is “losing
money” when fully burdened with its overhead, might still be “contributing”
to covering some of those overhead costs. When in doubt, do a proforma
with and without the product line.
Contribution is a relatively simple way to look at costs and pricing when
the application of overhead is subjective or difficult to do. (See
Activity based Costing)
- Conveyors: Avoid them where possible. They’re
inflexible, take up a lot of space, can block traffic flow, and can be
used to store inventory. If you must use conveyors, investigate moveable
conveyors (wheeled) and extension conveyors (the conveyor can be extended
or collapsed like an accordion). (See Slippery Floors)
- Cost of Complexity: Unit optimization rules, lot
sizing, etc. all complicate the scheduling process. It is
intuitively obvious that complexity costs money. However, since it is
difficult to measure the actual costs of complexity, we tend to treat it
as zero. Assign an arbitrary cost adder to complex solutions. Seek
simplicity.
Note: The very simplest scheduling method is FIFO: First In First Out.
Lean attacks all of the things that cause us to deviate from simple FIFO.
- Counter Cyclical Products. We worked with a toy
manufacturer. Their workforce went from 90 people to 900 people every
year due to the seasonality of toys. Not a terribly efficient way
to operate. The idea is to find compatible products / markets that
have a demand pattern that is counter to your current demand pattern, i.e.
is “up” when your current demand is “down”. Using the toy manufacturer as
an example, their primary capabilities were injection molding and
assembly. We would search for products that require similar capabilities,
but have their strong season in the spring and summer, such as landscape /
gardening, construction, etc.? We would also look for counter cyclical
markets, e.g. spring & summer toys (outdoor games, water toys) and
counter-seasonal locations (i.e. their summer is our winter), e.g. winter
toys (sleds, skis, toboggans, etc.) in South America?
- Credibility: Say what You’ll Do, and Do What You Say: In too
many companies, the strategy is to take the order, then hope like hell we
can find a way to ship it! Order entry must have, and use, rough cut
capacity control. Credible delivery begins with credible order
promising.
- Creative Ways to Increase Capacity: Switch to a 10 hr, 4 day shift
to draw employees. Stagger people’s days off to increase capacity, i.e.
every employee works only 4 days per week, but not necessarily the same
days (you can run a 4, 5, 6 or 7 day operation). Note that a 10 hour day,
6 day week buys you 50% more capacity from the same plant and equipment,
without having to add an afternoon or night shift.
If you are, or plan to run a 2nd shift, consider changing the
work hours to start the shift at 8:00 PM In our experience, this
pattern better fits the American employee’s needs (parents are home with
the kids after school, and can still participate in the family dinner).
We had a client that was experiencing great difficulty staffing a second
shift. They then changed their 2nd shift offer to a 4 day week (10
hrs/day) and a 8:00
PM starting time.
They had people standing in line applying for the positions!
- Critical Equipment Spare Parts: As we reduce production
inventory and focus on on-time delivery, the need for reliable equipment,
and quick response when a piece of equipment does fail, increases
significantly. Beware the temptation to start slashing this spare parts
“inventory”.
In the early stages of a lean transition, it is not unusual to actually
increase the supply of spares. Some of the cash, freed up from the
reduction of “production inventory,” may need to be spent on additional
“critical spares”. Later, after production inventories have been
dramatically reduced and are now reasonably stable, you can begin working
on ways to reduce the spare parts inventory pool as well. Work with
critical parts suppliers to reduce their replenishment times. Standardize
equipment to minimize the variety of spares that must be retained. Etc.
Note: In some industries, retaining a machine shop and some capable
employees (machinists) can also hedge against the loss of a critical part.
- Cross Training: The need for cross training
increases as the Work In Process inventory is decreased. Variations in
the work content of the individual tasks becomes increasingly obvious.
Employees, therefore, will need to become more flexible and
multi-skilled. This will require cross training. Establish
cross-training matrices, with target dates. Create/define, if necessary,
different levels of proficiency. Typical levels are 1) Capable: The
employee can perform all the requirements of the task, to specification,
and produce a good quality product. 2) Skilled: Same as above but at a
higher level of output. I.e. “proficient”. And 3) Master: Capable of performing
the job at the skilled level, plus set-up the machine, perform routine
maintenance, and train other operators.
- Culture Change: For most traditional
manufacturing companies, the transition to Lean is truly a culture
change. Emphasis on individual operator / unit performance is replaced
with aggregate performance measures. Teams become the norm. On-time
delivery becomes a “given”. All too often we see a top management team
basically saying “Go get us one of those ‘lean’ things.” Making the culture
shift, and sustaining it, requires top management understanding, buy-in,
and constant vigilance. As they say, “you can delegate authority, but you
will always retain responsibility”.
The transition typically requires a Clear Vision, with a Perceived Need,
and a Sense of Urgency, Pervasive throughout the Organization. We have
found it essential that top management keep it’s finger on the pulse.
This takes place at the weekly review of the goal curves. Management must
quickly change the questions from “If” to “How” the goals will be met.
Another key role of top management is the modification of measurement and
reward systems to reflect the new way of operating. Traditional
measurements typically encourage and reward “Local optimization”. Lean
measurements and reward systems seek to optimize “the whole”. Quite often
this will require, at least temporarily, sub-optimizing some units.
Without a change in measurements and rewards, there will be conflicting
pressures that will inhibit progress.
- Customer Classification: All customers are NOT equal. Like most other business parameters, customers can and should be ranked by importance. Pareto’s law will likely prevail, i.e. 20% of your customers generate 80% of sales and profits. These are your “A” customers. Reserve capacity for them. During good times or bad, you’re “A” customers should expect and receive short, fixed lead times. Lead times may, however, float for your B and C customers.
Note that All customers should expect and get reliable delivery performance. Lead time may float, but delivery performance to your promise date must be constant.
- Cut Lead Times in the System, Immediately. Planned lead times are
self-fulfilling. If you “plan” for an assembly to take 4 weeks to
complete, it will almost always actually take at least four weeks! You
will issue it to the shop floor 4 weeks ahead of its due date. And, there
will also be four weeks worth of other work on the floor “ahead” of this
item.
You can think of WIP as items standing in line waiting for their turn.
The more items waiting in line, the longer the wait. If we were to
increase the planned lead-time to five weeks, the system would tell us to
issue another week’s worth of stuff to the shop floor. And each item
would have that much longer to wait in line for its turn. Conversely, if
we cut the planned lead-time, fewer items would be on the shop floor, and
all items would therefore have a shorter wait.
Bottom Line: Cut system lead times, and enforce schedule adherence.
Instill the discipline to not start any product into WIP prior to its
scheduled start time. Do this NOW! This is a big “bang for the buck”
item.
- Cycle Counting: Cycle counting is the process of monitoring
your inventory accuracy by regularly counting a few randomly generated
part numbers. While each count discrepancy is corrected through this
process, that is NOT the purpose. The purpose is to identify, and
correct, procedural problems that allow inventory accuracy to degrade.
Focus less on the number of SKU’s counted, and more on the analysis and
corrective action of the underlying root causes.
- Cycle Counting; Do it on the “Off Shifts” if
possible:
Cycle counting is considerably easier if parts are not being transacted
during the cycle count process. The easiest way to accomplish this is to
do cycle counting at a time when no production activity is taking place.
For a one-shift operation this might be done in the evening or nighttime.
It could also be done on the weekends. In companies that do “batch” processing
of transactions, if possible, choose a time after the batch has been run,
and before the beginning of operations; typically early morning before the
start of the 1st shift. Note: Where parts are stored at the
point of use, ALL items can be counted daily / weekly by the area
production operators.
- Defect Display Boards: Many cosmetic defects are
difficult to quantify. Providing samples and/or photos showing the
distinction between minimally acceptable and not acceptable provides a
clearer reference for operators. Make sure that such aids are placed on
the shop floor where they are easily accessible by the appropriate
operators. Get the operators involved in the design of the display: which
items / defects should be displayed? Layout? Location of the display,
etc.
- Design for Manufacturability: Design new products with the
manufacturing process/s in mind. Make sure that you have representation
from manufacturing intimately involved during the front-end design
process. Designing a product with current and future production
capabilities in mind, can save not just money, but also time-to-market.
- Designing to a Target Cost: The marketing group provides
forecast sales volumes for various price levels. Management decides the
target price and cost needed to accomplish its objectives. The design
team is then tasked to provide a product that meets the requirements, at
or below the target cost. If it cannot do so, the project may be
terminated.
- “Doneness” Criteria: Establish, in advance,
exactly what constitutes successful completion of an action item. Is the
task to initiate a discussion? Establish a plan? Produce a result? What
result? To what level of performance? How measured? Is someone else’s
verification required? If so, who? Getting agreement on this critical
parameter can be the difference between completing a project on time, and
missing the due date.
- Don’t Over Study. Just Do It! Overcoming inertia to get
something done is difficult. We suggest that you ask three test questions:
1) Is it safe? (i.e. no one will get hurt if we try this) 2) Is the
customer protected? (If this fails in the most spectacular way, can we
still provide the customer with a quality product, on time?) and 3) Has
everyone been INFORMED (and there’s been no outcry). If the answers are
positive, then Just Do It!
Do what you can, with what you’ve got, where you are, right now!
(See “Silence is Acceptance”)
- Drive the Inventory Out of WIP: In most manufacturing
companies, the initial lean focus should be on reducing WIP inventory.
Push the existing WIP forward into Finished Goods, or, preferably,
backward to raw.
Inventory in WIP correlates directly with cycle time (think of WIP as
items waiting in line. The longer the line, the longer the average cycle
time).
We generally advocate a multi-phase approach. First, get the inventory
out of WIP. This will force operating improvements, shorten replenishment
times, and improve on-time completion reliability. These improvements
will then allow you to work on reducing finished goods. This frees up
cash and reduces risk of obsolescence. Finally, work with suppliers to
reduce raw material.
Note: during phase one, it may even be advisable to temporarily increase
the amount of raw material on-hand. Reducing WIP is difficult enough
without facing chronic parts shortages.
- “Dropping a Product Line? Be Careful!: Be
extremely cautious when considering the elimination of “unprofitable”
product lines. Make certain that the allocation of overhead to such product
lines is a valid representation of the level of support required from the
OH departments. I saw a company eliminate a very labor intensive product
line because it was “unprofitable”. With this product line gone, ALL of
the overhead now fell on the “profitable” product, making it, too,
unprofitable. (See Activity based Costing)
- Employee involvement: While this is, of course, a
powerful tool in achieving world class operating performance, it is not
an end in itself. When you squeeze the inventory out of the system,
employee interaction and interdependency will automatically occur. It is
in this environment that employee involvement and teaming skills will be
required. Provide the skills training and empowerment as, and when, the
environment is ready to accept them. Forcing “teams for teams sake” can
be both a waste of money and a cause of additional headaches. We have
seen companies spend small fortunes forming employee teams, only to have
the teams focus their energy discussing critical issues such as what music
should be played over the PA system!
- Empowerment: The idea is to free up 100% of the brainpower
within an organization. We consider the production operator as the
“expert” in his/her job. The difficulty is in focusing the empowered
employee to work on things that better the company. To do so, it is
critical to align goals and reward systems so that what is good for the
individual is also good for the company.
Recommendation: Provide clear quantifiable objectives for the natural work
teams to pursue. In our process, this is typically the local increment of
the corporate goal curves. Then provide the empowerment to achieve these
goals. This will require Time & Money. Allot specific time for team
meetings and time to work on the initiatives. Provide some discretionary
funding, when appropriate, to allow the team to try low-cost ideas without
going through an approval cycle.
- Enforce Schedule Commitment, Every Shift, Every
Area. There
are two ways to attain reliable delivery: 1) carry a lot of finished goods
inventory, or 2) maintain reliable schedule completions. Consider on-time
performance as a quality parameter. Measure on-time completion to the
schedule date and set goals to improve it. One critical change in
perception is the following:
The shift ends when the schedule is done, not the other way
around. Start with “every week”, then “every day” and finally “every
shift”. Needless to say, if you are on a two-shift operation, it is
difficult to hold the 1st shift accountable for their schedule
attainment if the 2nd shift starts at the same time that the 1st
shift ends. One solution to this problem is the staggered shift pattern,
e.g. 8 hr shift, 4 hour gap, 8 hr shift. This pattern allows each shift
to work overtime when required to hit their schedule, exactly, every day.
- Enterprise Resource Planning (ERP): “MRP on steroids”. ERP was a
natural progression from Material Requirements Planning or MRP. ERP
software attempts to integrate all functions of the organization, as well
as customer and supplier information. While a comprehensive ERP system
can be a powerful resource to the company, be fully aware of the
tremendous resource drain that must be incurred to implement, train your
people, and truly adapt / institutionalize such a system into your
culture. Whatever the software company tells you, in terms of time and
money, double it!
Another big risk is in installing an ERP system prior to “leaning” the
operation. Too many companies have spent huge amounts of money to,
basically, automate their waste! If your lead times are too long, lot
sizes too large, and discipline too weak, no system on earth will do you
much good. In addition, when the operation is greatly simplified, many of
the computer system requirements are similarly simplified.
Caveat: ERP software is typically “general”, i.e. has features and
capabilities that may not be required in your environment. Be careful to
“lock out” these features before someone starts playing with them.
Wherever possible, Keep It Simple! (See the article “ERP and Lean”)
- Equipment Isolation: (also known as “Lock Out, Tag
Out”): Is a much needed precaution when performing maintenance on large
dangerous pieces of capital equipment. It can, however, also be a major
stumbling block when attempting to reduce change-over times and/or
modularize scheduled maintenance. If this rock appears, focus some
blitzes and be prepared to spend some money to shorten the isolation
time. In capital intense industries, such as metals production, doing so
can be a big payback item. (See “Running Steel Lean” article)
- Expense Your Raw Material: Traditional accounting systems
consider inventory as an asset. In most companies, that asset is broken
down even further into Raw, WIP (work in process), and Finished Goods.
Tracking and controlling this inventory asset can be a complicated and
costly exercise, and generally adds no value from the customer’s
perspective.
As inventory and cycle times are reduced, and kanban controls are put in
place, inventory levels become very low, and quite stable. In such cases,
you may be able to greatly simplify your bookkeeping by expensing raw
material as it is received. Your CFO will need to investigate all legal
and tax reporting constraints. Where this is impractical, consider
backflush upon completion to finished goods, or even upon shipment. (See
“Backflush”)
- Expediting; Cause of Many Missed Deliveries: When lead times are long, it is
common practice to give priority to key customers. This typically means
expediting them ahead of older orders that may already be in queue. This
“re-shuffling of the deck” adds complexity, and causes the previously
scheduled completion dates to become invalid; e.g. customer A’s order was
scheduled to complete today. However customer B’s order was expedited in
front of A, thereby making A late. We have found a consistent correlation
between the amount of expediting taking place, and the percent of missed
deliveries.
Be extremely careful about the questions you ask. If you ask, which order
gets priority, it is pretty well a given that someone’s order is going to
be missed. Ask instead “What will we need to do to get ALL the orders
that have been promised for today?” You’ll get a lot better answers!
Solution: Control the order book, i.e. do not over promise. Cut WIP
inventory levels (which reduces lead times). Measure on-time completions
and set goal curves to improve. Establish a policy “The day ends when the
schedule is completed” not the other way around. Remember: another definition
for “priority” is “who do we screw?” (See “Order Promising”)
- Fail Safe: Make the process incapable of producing a
defect. Every defect is a treasure. It identifies a process problem that
we can now attempt to permanently fix. At every defect discovery ask
“What can we do to make this defect impossible to re-occur?” There are
excellent books, complete with illustrations and examples of failsafe
devices and techniques. Get some and pass them out. (See “A Chapter per
Week”)
- Faxban: A pre-filled out form requesting replenishment of items,
complete with supplier name and fax number. Office and production workers
simply dial or hit the speed dial for the vendor, and insert the faxban to
order replenishment materials. The back of the form has a history file
where the date ordered is recorded.
- FIFO, LIFO, and FISH: (FIFO = First In First Out) (LIFO
= Last In First Out) (Fish = First In Still Here) Rotate your stock.
Doing so minimizes risk of obsolescence and aids in the quick discovery of
defects. Make sure that all of your storage systems are FIFO. We’ve
found dead bodies buried in some of those old LIFO inventory piles!
- Figures Don’t Lie, But Liars Figure: Be “from Missouri”. Make sure you dig into the
data. One common trick is to use a “creative” scale to portray a
distorted picture. Graphs can be adjusted to look great, or terrible,
depending on the scale and / or the time period reflected. Another trick
is to tell the truth, but use a rare or isolated case as if it represented
the norm. Get the source data, and check it out for yourself. We
commonly see this ploy utilized when explaining why lean “can’t be done”
in their situation.
- Finite Loading Systems: A philosophy and software
methodology that schedules only to your stated capacity. With such
software, any schedule requirement that exceed the stated capacity in any
given time period is automatically pushed in or out to an available
capacity “hole”. This software approach has proven to be very powerful in
industries that are truly capacity limited, i.e. that run 24 x 7. This
approach has, however, caused major problems, even disasters, where it was
applied to “widget makers” that were not 24 x 7 operations. Do you
really want the system to automatically reschedule a product when you hit
8.1 hours (one shift operation)? At 16.1 hours (two shift operation)?
Also, finite loading systems are often extremely “nervous” i.e.
continually changing schedule dates.
In the vast majority of industries, standard MRP back-scheduling logic is
far simpler to use, and provides more credible and stable schedules. We
advocate a simple philosophy: Combine reasonable schedules, with perfect
execution. Use capacity planning (and capacity reservation for your “A”
customers) to provide reasonable promise dates. Then do what ever it
takes to make sure that those dates are achieved.
- FISH: First In, Still Here! You've heard of FIFO (First in, First Out) and LIFO (Last in First Out). FISH is a slang term for parts, material, or product that comes in and simply stops moving. It's the stuff that gets rejected and never dispositioned. It's the items that need rework that never seem to get reworked! It's the parts we procured for a prospective new product that never got off the drawing board, but the parts remain in stock. Or the material for a product that's been discontinued. In some companies, the amount of FISH can be substantial.
We've worked with companies where FISH amounted to half of their total inventory dollars! We recommend that all slow-moving / obsolete material be identified and a person clearly tasked to get it dispositioned and moved. Significant gains in cash, reduced clutter, and freed up space can often be achieved. (See "Lead Time: How to Calculation")
- Five Whys: As a rule of thumb, if you ask “why” five times,
you’ll get to the actual root cause of the problem.
“We didn’t make the schedule” Why? “The machine stopped” Why?
“The fuse blew” Why? “The bearing hadn’t been lubricated” Why?
“We didn’t know it needed grease” Why? “We have no preventative
maintenance schedule.”
- Forecast Error: It is considerably easier to forecast aggregate
sales, rather than sales for an individual SKU. Use “Total Volume”
forecasts to plan your capacity and capability needs, both in-house and
with your supplier base. Then leverage quick response to handle the
individual SKU variability wherever possible.
Reserve capacity. Standardize components. Etc. (See “Rubber Factory”)
- Forward Pricing Using Learning Curves: Forward pricing generally refers
to the practice of aggressively pricing new products based on an
anticipated or historical cost improvement formula. Learning /
Improvement curves are planning tools evolved from historical data. They
basically say that the production cost of a certain type product will
reduce by a factor of X% every time the cumulative output doubles. For
example, with as 70% improvement curve (from history) we would expect that
if the 1000th unit produced cost us $1.00, then the 2000th
unit should cost us about $0.70. The 4000th unit should cost
about $0.49 (.7 * $0.70 = $0.49), etc..
The pricing process is a bit of chicken-and-egg in nature. Marketing says
“We think we could sell 1,000,000 of these if we could produce them for ~
$0.35/ea.” Operations makes a few runs and then applies the historical
learning curve to see if such a production cost is feasible. If agreement
is reached, the initial pricing of the product will be substantially below
the current cost! Marketing signs up to “get the volume” at this price.
Operations signs up to drive the actual cost to the target cost over that
same volume. Progress is continually monitored by plotting “actual cost”
vs. “target cost” taken from the learning curve. Corrective actions are
taken as required to stay on plan.
- Freight: As lot sizes are cut, and frequency of replenishment is
increased, freight costs can become an inhibitor. There are a
multitude of alternative solutions: Buying from a distributor,
Consolidating shipments via use of a consolidator, Utilizing company
vehicles running a regular route, etc. One client of ours had a wire
mill that provided wire to multiple motor assembly plants throughout the
southeast. We set up wire racks in each plant with a designated number of
coils for each wire type that they used (kanban control). Each day the
truck from the mill replenished the wire that was used the day before. He
then noted the number of coils missing from the racks, by type, and called
it in to the mill. That night the mill ran the required coils for
delivery the next day. The trucks ran a route that began at the wire mill
and circled from plant to plant, returning to the mill at the end of the
cycle.
- Go, No-Go Gauges: One simple form of Failsafe is a
set of gauges that measure a part for its’ upper and lower dimensional
tolerance. If the “go” gauge will fit over the part, the part is not
oversized. If the “no-go” gauge does not fit over the part is not
undersized. This type of gauge system is regularly used to measure
cylindrical items like shafts.
- Goal Curves: This is one of the most powerful mechanisms that
we’ve found to drive continuous improvement. Measure a parameter that is
important to your customer, then set a goal to improve that parameter,
e.g. reduce our lead time by 20% in the next six weeks. Now draw a line
on a graph from the existing performance level to the target level and
date. Measure progress against the goal curve weekly and take corrective
action to stay on the curve. This process forces continuous improvement.
Goal curves form the foundation of our Rapid Impact process. This process
has generated consistent dramatic results in over 100 companies and in 30+
different industries. Goal curves work!
- Goal Curve Review Meetings: Goal curves drive improvement
& provide a powerful mechanism for top management to monitor and
control the improvement process. Weekly reviews of actual progress vs.
the goal curves are the control mechanism. Division / department heads
present their data to top management. If they are on their curve, no
additional data is required. If not, then a cause and corrective action
report is required. (See “Cause & Corrective Action Reports”)
- Habits: It takes 3 weeks to truly extinguish an old habit and
replace it with a new one. Do NOT expect a change, often even a simple
one, to immediately demonstrate it’s potential. I recall a re-layout that
the natural work team proposed. It required an operator to work “from
right to left” where she had, for years, taken parts from the left side
and moved them, after processing, to the right. “It can’t be done” she
said. We asked her to try it for one month, and then we’d “let the data
decide” whether to keep the new layout, or go back as before. Needless to
say, by the end of a month, the operator was quite happy with the new
workflow, and the output was substantially increased.
A good way to illustrate this to a group is to ask people to tie their
shoe. Then ask them to do it again, only reversing the roles of each
hand. It quickly demonstrates the need to practice a new procedure
sufficiently long to become adept, before judging the applicability of a
change!
- Hours of Operation, Order Entry: If your customer base covers
more than one time zone, it may provide a competitive advantage to man
your customer service area during “normal business hours” for all the time
zones served. One of our east coast clients did a considerable amount of
business with customers located on the west coast. We encouraged them to
stagger the hours of a couple of their order entry people to 8:00 PM (5:00 west coast time). They rapidly
experienced a 20% growth in sales from that time zone! While the
automated systems continue to improve, there is still no substitute for
that human interaction.
- Inventory Build: There are many business issues that can
justify a short-term build up of inventory: anticipated supplier price
increases, anticipated increase in demand beyond plant capacity, etc. The
CEO of one client made a decision to build inventory in anticipation of
increased demand. The inventory build was held at a flexible stage, and
was kept separate from the inventory reduction targets. Doing so, allowed
the company to continue it’s lean initiatives while accomplishing this
other business objective (Note: Demand DID increase, and a sizable profit
was made on the inventory investment). There are very few “absolutes”.
Common sense must prevail.
- Inventory Carrying Cost: Cost of money, space, insurance,
taxes, tracking, counting, shelf life (material deterioration), material
movement / handling, counting, record keeping, lost, damaged,
obsolescence, rework, etc. Inventory delays innovation (we must wait
until the old parts are used before implementing the new design), and can
add to lead time (items must wait their turn). Inventory adds to
complexity. Many of our electro-mechanical assembly clients have
estimated their inventory carrying cost at between 2% and 4%… per month!
Some academics have claimed as high as 100% per year.
Calculate a realistic cost of inventory for your operation. Be sure to
add a factor for the very real, but difficult to quantify, parameters
mentioned above.
- Inventory and Quality: Reducing inventory can have a
significant positive impact on product quality. Less inventory means
fewer potential defects. Reduced inventory means less handling and
storage damage. And, most importantly, less inventory means shorter lead
times, thus reducing the time between the cause of the defect and its
discovery. And quicker discovery means improved probability of
identifying the cause of the defect. Identifying the true cause is half
of the solution.
- Inventory Reduction: This is the basic fundamental philosophy of Lean Manufacturing: Drive the inventory out of the system (See "Rocks and Water") and, thereby, force improvement. There are two fundamental approaches to WIP inventory reduction: 1) Reduce the planning parameters within the ERP system, or 2) Institute Kanban controls, and a systematic process to reduce the size of the kanbans (See "Goal Curves").
Where applicable, kanban controls are preferable. They allow for easy visual controls, and also allow for front line inter-unit teams of operators and support people to own the inventory reduction process.
Where kanbans are not applicable, a systematic reduction of system lead times, lot sizes, and safety stock parameters can be utilized to attain similar Lean operating performance results.
- ISO 9000: While ISO is touted as a quality tool, in practice it
is generally more of a marketing tool. The gist of ISO is that a company
will DO as they say they will do. Generally speaking, if you document
your procedures and follow your documentation, you can become ISO compliant.
The good news is that ISO can be used to help institutionalize the Lean
procedures.
Do your Lean conversion first. Then follow up with ISO.
Another caveat: Keep all ISO documentation at the highest level possible,
i.e. avoid getting too detailed. Do NOT let ISO become an excuse to not
make the myriad of small changes that World Class performance requires.
Good enough… Isn’t. Keep the documentation at a high enough level that
small changes are still compliant.
- Iterative Automation: The continuous pressure to reduce inter-unit inventory allows for the gradual elimination of all issues that would keep two operating units from being tied directly together. The easiest way to accomplish this is to establish kanban controls between operations. Then set inter-unit inventory reduction targets (see "Goal Curves"). When fully accomplished the kanban quantity approaches zero and the units are physically connected, requiring no operator intervention.
- JUST DO IT! How much will it cost to make a suggested
change? And how much to put it back if it doesn’t work? Will that
break the company? Is it safe (no one will get hurt)? Can we recover so
as to protect the customer if this initiative should fail? If the change
passes this test… Then just do it!
At one client site, the area work teams concluded that a concrete block
wall needed to be removed so that the two areas could be combined into one
large manufacturing cell. Without batting an eye, the plant manager
brought in the maintenance guys, and began knocking out the wall. The
area operators were given tours of other plant areas and some additional
training while waiting for the demolition to be completed. I asked the
plant manager, after the fact, if the cost had been worth it (he could
have waited and done it when the operators were no longer on the clock).
He said “It was the best money I’ve ever spent. The additional training
was needed, the plant tours helped the operators better appreciate their
role in the big picture, and the ownership that was conveyed by taking
their suggestion and implementing it with a sense of urgency was
priceless!” (See Analysis Paralysis)
- Just In Time (JIT): An earlier term for “Lean
Manufacturing”.
- Kaizen: Japanese term for Continuous Improvement.
- Kaizen Blitz: A concentrated improvement initiative typically
focused on one shop or office area. Generally involves 2-5 days. The
intention is to MAKE SOMETHING HAPPEN, i.e. to attain significant tangible
results by the end of the project. (See the article “Just Do It”)
Caveat: Blitzes are a powerful way to get something done in a particular
area. Too often, however, blitzes are performed without any company-wide
direction. Local results look great. Company wide bottom line results
are negligible. (See “Solutions looking for a Problem”)
- Kanban: A signal to move or make an item. The simple rule is
that no item is to be produced or moved unless there is a kanban
authorizing it. While a kanban can be anything: A light, a card, etc. in
the USA, it most frequently takes the form of a physical space or
container: e.g. squares taped out on a table, lines painted on the floor,
marked tote bins, carts, racks, etc. (See Kanban Controls) (See Pull
System) (See the article “Taking the Mystique out of Kanban Controls”)
- Kanban “Blitz”: Form teams between operations,
areas, and/or departments. Set goal curves to reduce the amount of
inventory between the locations. The team reaches agreement on the size,
amount, and location, of the initial kanbans. They then go into the area
and install the agreed upon kanbans: Mark off the locations, remove the
excess inventory, mark containers, establish preliminary procedures and
checklists, hold education sessions for all operators, etc. At the end of
the blitz, a functioning kanban system should be in place and
operational. Following the blitz, the teams should be plotting their
progress vs. the goal curve and initiating the necessary actions to stay
on the goal curve. (See “Cause & Corrective Action”) (See “Problem
/ Idea Charts”)
- Kanban Carts: In some circumstances the ideal form of kanban control is a number of wheeled carts. Each cart holds a pre-determined amount of inventory and can easily be moved between source and using departments. Reducing the number of carts forces continuous improvement. An alternate approach is the use of generic carts carrying removable kanban containers.
- Kanban Checklist: A listing of good kanban
practices that is used to periodically monitor kanban utilization. The
checklist includes tracking “exceedances” i.e. how often the actual level
of inventory exceeds the allotted kanban quantity, the level of operator
understanding, clarity of the limits, procedures, rules posted in the
area, use of goal curves to reduce the kanban quantity, a listing of tasks
to be performed when the kanban is full, etc. (See “Kanban Full” Projects)
- Kanban Controls: Kanbans put upper limits on
inventory, potential defects, and cycle times. They provide visual
control and a simple mechanism to force continuous improvement. While
kanban controls are not applicable in every circumstance, utilize them
wherever possible. They are easy to implement. Easy to
understand. Easily monitored. Visual. And provide a simple, but
powerful way to force improvement, i.e. continuously press to reduce the
kanban size!
- “Kanban Full” Projects: Have your production teams
compile a list of project type things that need to be done in or around
their work area. Sort the list by approximate time modules, e.g. the
minimum amount of time that they would need to accomplish all, or a
meaningful portion, of the project. Have the teams post their list in the
production area.
When the operation is stopped due to a down stream issue, i.e. the kanban
is full, or an upstream issue, i.e. the work has dried up, the list
provides the team alternatives for meaningful work while the problem is
resolved.
- Kanban Lights: In some industries it makes sense to have
dedicated areas for certain item production. If these items are not in
constant demand, you may need a signaling device to notify operators that
a product needs production / replacement. One easy signaling device is a
simple pole sticking high in the air, with a light bulb on top. The light
tells your operators when it is time to move to that area. Similarly,
kanban lights can be used to signal the need for more product or materials.
- Kanban Size: As a general rule, attempting to “calculate” the
correct kanban size is a waste of time. Kanbans provide a perfect
mechanism to force continuous improvement through inventory reduction.
Choose an initial kanban quantity large enough to cover the common
problems that are currently being encountered. Establish the disciplines
of stopping upstream production when the kanban is full.
Then, set a goal curve to reduce the size of the kanban over time. A
simple rule of thumb for sizing kanbans: “What ever it is, It’s too
much!” The eventual outcome of such kanban reduction pressure is the
assembly line. Here, the kanban size between operations is zero! (See "Iterative Automation")
- Kickoff Video: In making such a dramatic change
as the transition from traditional manufacturing philosophy to Lean, clear
visible Top Management support is critical. In small companies, this is
readily accomplished through all-employee meetings that begin with a short
introduction by a top level officer of the company.
In large companies, a reasonable substitute can be attained by utilizing a
short video clip of the CEO / COO. The video contains a “perceived need”
and a “sense of urgency” to make the change.
- KISS vs. KICC: Everyone has heard of KISS:
“Keep It Simple, Stupid.” And, most people believe that KISS makes
sense. Yet, so many companies have an ingrained culture of “Keep It
Complicated and Confusing.” Over testing. Over documentation. Over
approvals. Management must challenge these unreasonable impediments to
progress. At a meeting with the management team of a Fortune 100 company,
we recommended a “just do it” change. One of the Vice Presidents said
“That’s not our culture.” The CEO responded with “That’s why they’re
here” (meaning The Hands-On Group). We’ve seen companies spend months
discussing the need for speed! (See “Just Do It”)
- Kitting: The “Set-Up” for Assembly: The traditional way to get sets of parts to the assembly area is through “kit pulling.” The stockroom stores the parts. The MRP system then generates a “pick list” that the stockroom uses to “pull” the parts, which are then issued to the shop floor.
This kitting activity acts very much like the change-over of a machine in its impact on the ability to reduce lot sizes. As the batch size for assembly is reduced, i.e. moving us closer to making just what the customer wants, just when the customer wants it, the number of kits being pulled increases. This increases the workload (and cost) of this non-value adding activity. Kitting becomes a “rock” that needs to be addressed.
And then there is the issue of “kit integrity.” The assembly area comes up short of a part. Did they lose it? Or did the stockroom simply count wrong? We’ve seen this lead to even more non-value adding steps such as “kit inspection” where the stock room’s counts are verified, “witch hunts” to assign blame, additional trips to the stockroom to get the missing parts, and trips back to the stockroom to re-stock any overages that may have been inadvertently kitted (more often, however, any excess parts are simply “stashed” in the assembly area for "future use"). Generally the solution is NOT in improving the kitting function. The focus, instead, should be on reducing or eliminating the entire centralized kitting activity. (See “point of use stocking” and “Locked Stockrooms.”)
- Late-in-the-Day Pickup Time from UPS / Fed-Ex: Many companies, after making the
transition to “Lean,” are now capable of shipping “same day” for certain
types of orders. This capability may be inhibited if your means of
shipping is via Fed-Ex, DHL, or UPS and they have an early pickup time.
We worked with a client that produced high-pressure valves and fittings.
After making the transition from “Make to Stock” to “Make to Order” and
dramatically reducing the process times, we were able to produce same
day. However, the UPS pickup time was 2:00 PM. We work with UPS to delay the pickup until 5:00 PM. The end result: Eliminated $500,000 of finished good
inventory, and went from a 2 day lead time (filled from finished good
stock) to an “Order by 10:00 AM,
ships same day” lead time and make to order. As you would expect, the
company attained a significant increase in market share solely from this
improvement in responsiveness.
Work with your carriers to improve your scheduled pickup times. Also,
investigate the opportunity to cost-effectively “drop off” product at the
carrier’s office.
- Latest Technology: Utilize the available technology
to enhance performance: portable phones, cell phones, speaker phones, fax
machines on the shop floor, bar codes, e-mail, web sites, web based
training, video conferencing, video cameras, TV’s on shop floor, voice
recognition software, laptops, PDA’s, wireless networks, etc. (See
“Video Kanbans”)
- Lead Time: How to Calculate: There are some elaborate methods to calculate the actual amount of time it takes to get a unit through production. These methods are, however, typically less accurate, and a lot more difficult to do than the following simple method.
Think of your inventory as items waiting in line for their turn (See the "Lead time / Inventory Relationship" illustration below). In any queue, the more items in line, the longer it takes to get an item through the queue.
To calculate actual lead-time, simply divide your on-hand inventory by your average usage rate. E.g. we have 2000 pieces in WIP, and we complete, on average, 500 pieces per day. Therefore our average actual lead-time is 2000 / 500 = 4 days.
- Lead time / Inventory Relationship: There is typically a direct relationship between the amount of Work in Process inventory and the actual lead time required to get a product through your manufacturing process. This correlation is easy to understand if you imagine items in WIP as things waiting in line. The longer the line, the longer it takes before it's "your turn". In the illustration below, there are 10 units between operation A and operation B. If we process one unit per day, our lead-time is 10 days. If we produce 2 units per day, our lead time is 5 days (10 units in WIP divided by 2 units processed/day).
The key point: There is a direct correlation between the amount of WIP and lead time through the process. (See "Lead Time: How to Calculate")
- Lead Time Reduction by Increasing Available Work
Hours: In most
traditionally operated plants, the lead time to get a product through the
operation is considerably longer than the actual “Value Add time.
However, as you reduce the lead times you may hit the “available work
hours” rock. One way to further reduce lead times is to increase
the number of available work hours. This does not, necessarily, mean
adding capacity. It may simply mean moving some of your workforce to the
currently idle hours of the day or week. As an example, in a typical
one-shift operation, plant and equipment sit idle 16 hours per day (plus
24 hours per day on weekends). By simply moving some of your people from
1st to 2nd shift, you can cut your lead times
dramatically. A simple example is a product that requires 4 sequential
operations, each operation takes 8 hours to perform. On a one-shift
operation, the shortest possible lead time is 4 days. By moving some of
your people to 2nd shift, the lead time is now 2 days.
Operation A is done day 1, 1st shift. Operation 2 is done day
1, 2nd shift, etc. Capacity does not change, but WIP inventory
and lead-time are both cut in half.
Note: If you can not get sufficient numbers of your current employees to
immediately move to 2nd shift, the shifts can be balanced
through longer term policy rules: Require that all new hires be added
only on 2nd shift. Allow attrition to balance the shifts.
Note: theoretically, the optimal crewing covers 7 days/week. (See “Creative Ways to Increase Capacity” for
some additional ways to entice employees to move to the “off shift”)
- Lean Manufacturing: The latest term used to
describe a philosophy of manufacturing committed to the elimination of
waste from the entire value stream, and to “Continuous Improvement” in all
things. Waste is defined as anything that does not add value from the
customer’s perspective. Previous names for this same concept include
“Just In Time,” “Zero Inventory,” “World Class Manufacturing,” “Continuous
Flow Manufacturing,” etc.
The term is often misused.
The basic concept is that inventory hides waste. Applying continuous
pressure to reduce inventory, while maintaining a high level of customer
service, forces the exposure of this waste. A host of techniques have
evolved to assist with eliminating the root cause of this waste. (See
“Rocks & Water Analogy”)
- Lean Manufacturing Consultants: While it is certainly possible to make the difficult transition to Lean without outside guidance, it is typically NOT cost effective. Choose a sensei that has a large number of successes in a wide variety of industries. The ROI on a good consulting group can be huge. Our average client ROI exceeds 50 to 1. (See "How to Choose a Lean Consultant" elsewhere on this web site)
- Let the Data Decide: This is a powerful counter to
the “It won’t work” objection. When hit with all the reasons why a
recommended change “Can’t be done” simply ask that the team give it a good
valid test (at least 3 weeks) and then we’ll “let the data decide”. By
that, we mean that we will measure the important parameters, for both alternatives,
and choose the one that is best for the company. This is also an
excellent way to resolve disputes. Can’t agree on which way to do
things? “Let the Data Decide”
- Level the MPS (Master Production Schedule): There is a lot written about
level loading the factory. This is a useful and practical endeavor in
some industries, notably automotive. It may not be as applicable in other
industries (see “Rubber factory”). However, many of the standard Lean
tools will naturally help in smoothing the MPS. Reducing lot sizes
reduces “lumpiness” (see “Column Pricing”). Reducing lead times and
maintaining a high level of delivery performance will reduce the
“boom-Bust” syndrome (see “Multiplier Effect”). And creative delivery
systems will help reduce the transportation penalty of small frequent
deliveries.
Step one is to gain the capability to produce “linearly” (a little bit of
everything every day). Step 2 is to work closely with your customers to
get them to take delivery in this fashion. Step 3 is to find creative
ways to keep the unit “cost of delivery” from increasing (both for
incoming material and for shipping).
- Lighting: Spending a little money on improved lighting can be
one of the best investments you can make. There is a correlation between
workplace light levels and both quality and productivity. Note also, that
quite often the existing lighting isn’t as much the problem as the shadows
being cast by too much inventory! The amount of effective work-station
light, as well as air circulation, were dramatically improved at one
client site, simply by removing the huge amount of work in process
inventory between operations! A new coat of light colored paint can also
improve lighting significantly.
- Locked Stockroom: Some customers require their
suppliers to maintain a locked, controlled stockroom. This can be an
inhibitor to “point of use” stocking. One solution is to make the entire
plant a “locked stockroom. Keep expanding the stockroom “fence” until the
entire operation is inside the “stockroom”. This approach was utilized
with super results at a military hardware supplier client of ours. We
simply kept expanding the stockroom to enclose more and more production
operations. Eventually, the entire factory was one large “controlled” stockroom.
- Lock Out, Tag Out Procedure: This necessary safety procedure
can be an inhibitor to quick change-over and to “modularizing”
maintenance. (See “Equipment Isolation”)
- Lot Size Reduction: In most companies, lot sizes are too large
for even the existing change over costs. The “optimum lot size” based on
the balance of change-over costs and inventory carrying costs should be
smaller than that which is currently in use. The reason for this is
pretty straightforward: We tend to underestimate the real cost of
inventory. Several prominent electro-mechanical assembly firms estimates
that their real cost of inventory is in the order of 4% per month!
Generally speaking, we advocate cutting the lot sizes first, then reducing
the change-over costs. Doing so provides the incentive for a SMED
initiative. (See “SMED” See “Inventory Carrying Cost”)
- Low Hanging Fruit: In almost every business
opportunity, there are the “easy to attain” gains, and there are the ones
that will require some effort, time, money, etc. The “Low Hanging Fruit”
is a term used to identify the easy gains. We strongly advocate going
after these first. In our approach to Lean, these gains typically take
the form of cash and space that can be freed up from through-out the
entire organization. If you think of the “Rocks and Water” illustration,
there is generally a certain amount of water lying above the rocks, i.e.
“low Hanging Fruit” that can be “harvested” without the need to fix any
major underlying “rocks”. Go after these “macro Gains” first. Then go
after the “micro gains” by fixing the rocks as they appear. This approach
provides bottom line impact up front (results beget results), generates
cash through inventory reduction (to fund the removal of the rocks), and
provides inertia (See “Rocks & Water Analogy”)
- Made-As-Part-Of (MAPO): A level of the bill of material that is ignored by the for MRP system for scheduling. The subassembly is, as the name implies, made as a part of the next higher level assembly. It is typically an additional part type classification, similar to "make" or "buy." (See "Blow-Through")
- Maintenance: Condition-Based: The concept is to enhance your
normal scheduled maintenance with sensory information that provides a
“heads-up” that maintenance may now be required. It involves the
monitoring of equipment to provide an early warning that something is out
of the normal operating conditions and that maintenance may be required.
This monitoring utilizes vibration sensing, in-line gauging, and other
such devices.
- Maintenance Signals: As inventory is reduced, the
need to respond quickly to a “machine down” situation becomes critical.
Flashing lights, horns, pagers, walkie-talkies, cell phones, etc. should
be utilized as needed to assure that your maintenance people are
immediately notified. Make sure that the normal “filler” work being
performed by these key individuals is of a nature that it can be
interrupted at a moments notice: e.g. process improvement projects, PM,
etc.
- Maintenance Work Area Lighting: Many maintenance operations
occur within the dark recesses of the equipment. Permanent or portable
lights can be of great help. Also, make sure that every maintenance
person is provided a high quality, lightweight, hands-free head set light.
- Maintenance: Modularize & Cascade: In some capital intense industries,
extensive scheduled maintenance periods can cause disruptions in flow,
mandate large kanban levels between operations, and cause additional
complexity (see the article “Running Steel Lean”). One obvious solution
is to reduce the extent of time required per down period, i.e.
“modularize” the maintenance events. Instead of doing one 24 hour down
period per month, the attempt would be to do one six-hour maintenance each
week. Making this transition will require overcoming many obstacles, not
the least of which is resistance to change. It will generally also
require some capital expenditures. Cascading maintenance means to
schedule maintenance on machines in the order that product flows. Doing
so allows the “hole” (depletion of inventory between operations) to flow
from machine to machine.
- Maintenance Operator as Teacher: We’ve had some excellent results
by re-defining the role of the maintenance people to include training.
Ask your skilled maintenance personnel to teach operators to do
routine maintenance: oil, grease, clean, inspect, etc. This can free up
the skilled maintenance people to focus on the difficult infrequent
maintenance and on equipment upgrades.
- Maintenance: Point of Use Tool Storage: For common maintenance,
involving relatively inexpensive tools, locate the tools directly at the
point of use. Securing such tools with simple clips or other
quick-release securing devices can significantly improve efficiency. In
some applications the “tool” can be permanently attached to the machine,
i.e. weld the ratchet onto the nut, switch to wing nuts, etc.
Standardizing hardware can also assist with maintenance.
- Management By Walking Around (MBWA): We worked with a client that
produced all sorts of labor efficiency / utilization reports for their
supervisors. The only problem was that the report data was, at best,
meaningless, and at worst, outright wrong! It turned out that if the
supervisors would spend less time poring over reports, and more time on
the shop floor, they would know how, and who is performing!
As an organization moves toward “Lean”, many of the traditional
measurement devices fail to perform accurately. People are cross trained
and move back and forth to various jobs. Operators perform minor
maintenance. Natural work teams work on improvement projects. Kanbans
will cause short term delays, etc. Measurement often must move from
individual performance to team performance. In some progressive
companies, the teams themselves provide input into the individual
reviews. There is, however, no substitute for being “out there” on the
shop floor.
- Master Production Schedule (MPS); Using Negative
Numbers for “What-If” Analysis: Some of the older MRP / ERP software is not capable of
“what if” analysis. One low-cost way to provide such capability is to
allow the MPS (Master Production Schedule) to accept negative numbers. A
trial run, un-netted, of a “change only” MPS will show the material and
labor changes caused by the proposed change. E.g. “what if we were to add
20 widget A’s and make 15 less widget B’s”? We would schedule only the
delta A’s and negative delta B’s in a trial MPS, and “exploding
requirements” un-netted. The result would be a netting of any common
components and would show the additional materials and labor needed, as
well as identifying any surplus parts that this change would cause.
- Material Requirements Planning (MRP): A back scheduling, gross to
net logic system that calculates material requirements based on the Master
Production Schedule, Bill of Material structure, on-hand inventory,
scheduled receipts, lead times, lot sizing and safety stock rules, etc.
(See Enterprise Resource Planning, ERP) (See
the article “ERP & Lean”)
- Measurement & Reward Systems; Performance
Against Standard:
The largest productivity improvements come from methods changes, not from
increasing the level of effort of the people. Traditional PAS logic calls
for a standard change when ever a process/procedure changes. Yet, if the
“standard” is changed every time there is a method improvement,
performance typically will fall! Why, because people are new at the new
method. They need practice to come down the learning curve. This is
obviously a negative incentive to change the method. In a lean
environment, we are always looking for a better way to do things. Seek a
performance measure that encourages process method improvement. This is
best accomplished by comparing current “actual” cost to historical actual
cost. If improvement is what you seek, it is pretty much irrelevant what
it “should cost” based on some theoretical “standard”. What really
matters is “is it currently costing me less than last year? Last month?
Last week?
Instead of spending time and energy calculating a theoretical “standard,”
you will be much further ahead if you focus on finding a better way, and
on providing people timely feedback as to how well they are performing.
If you feel compelled to have a performance against standard system, at
minimum calculate performance vs. both the current standard and against a
fixed standard. The former measures theoretical level of effort (current
standard). The latter measures their impact on profitability and rewards
people for innovation (methods changes) as well as effort.
- Measurement & Reward Systems; Unit Output
Measures: Many
traditional organizations have M&R systems that encourage local
optimization, often at the expense of aggregate total company well being.
These will invariably become an impediment to your lean transition
efforts. (See “Optimize the Whole”)
- Minimum “Modularized” Down Time Intervals: This is a technique appropriate
for some “assembly line” type operations, i.e. an environment where a
failure of any one piece of equipment will shut down the entire line.
We worked with a steel pipe mill. Maintenance had been neglected for
years, and the line was regularly shut down as one after another problem
occurred. An interim solution was to have each operation develop a list
of 2 hr maintenance / reliability projects. The rule was established:
When any piece of equipment breaks down, the entire line will remain
shut-down for at least 2 hrs while everyone works on their area projects.
Within a few months, total line up-time was significantly improved.
- Minimum Specifications: Cull out the critical
performance characteristics. Specify these as to the minimum acceptable
requirements. Then loosen or eliminate all other specifications. This is
particularly beneficial during the design phase of a new product. By
specifying only the critical performance attributes, the design team has
considerably more room to be creative. Note that this is also true for
your suppliers. We have found dozens of cases where a non-critical
parameter was causing a supplier to quote a high price. Once these non-critical
constraints were relaxed, major cost and quality gains were attained.
(See “Design for Manufacturability” and “Designing to Target Costs”)
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