Six Sigma
AlliedSignal saved more than $2 billion
after implementing Six Sigma, an
all-encompassing quality and
improvement program. Could your
company achieve similar results?by
Paul V. Arnold
No hugs, no mugs.
Thats how Larry Bossidy differentiates Six Sigma from
flavor of the day total quality programs.
If I see TQ posters on the walls and people hugging
each other, I know theyve missed the point, says the chairman and CEO of
AlliedSignal, a Fortune 100 manufacturer of diversified products.
To Bossidy, Six Sigma is substance, not fluff; action, not
feel-good sloganeering. Every activity delivers a direct financial
payback.
This much is true about Six Sigma: It saved AlliedSignal
from certain death.
Larry had such a struggle with Allied (after taking
over in late 1991), says Richard Schroeder, one of the worlds top quality
experts and the man who brought Six Sigma to Bossidys company.
Bossidy had cut jobs and sold off plants in an effort to
turn the tide. But the problems ran much deeper.
Schroeder advised Bossidy to dig.
In 1993 and 94, Schroeder and Bossidy planted the
seeds for a Herculean program addressing:
quality improvement
behavior modification
educational enrichment
and, most important, bottom-line cash savings.
The vehicle of change was Six Sigma (view "Pursuing
the Holy Grail" for an overview on the subject).
For AlliedSignal, Six Sigma is an overall strategy to
accelerate improvements in its processes, products and services. It is also a
measurement of total quality where focus is placed on eliminating defects and variation in
any and all processes and products.
Four Sigma vs. Six
Sigma
What does Six Sigma really
mean? Heres the difference between Four Sigma and Six Sigma:
At Four Sigma, approximately six of every 1,000 invoices contain incorrect
information. At Six Sigma, mistakes occur three times per million invoices.
A Four Sigma water heater leaves you without hot water more than 54 hours each year.
A Six Sigma model leaves you out of hot water two minutes a year.
A Four Sigma car spends 37 minutes in the repair shop for every 100 hours of
operation. A Six Sigma model spends 1.2 seconds in the shop for every 100 hours of
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Six Sigma involves every AlliedSignal employee and
every company that supplies products to any of its 11 divisions.
Through 1998, Six Sigma saved the company $2 billion ($500
million in 98 alone), boosted profit margins and increased investor interest.
Firing up Engines
Arguably, no AlliedSignal division has benefited more, or had more at stake, than
AlliedSignal Engines. This 1 million-square-foot manufacturing facility located in
Phoenix produces jet engines and auxiliary power units (APUs) for clients such as Boeing,
Airbus Industrie, Cessna, Lear and Bombardier. Such engines contain more than
100,000 parts.
If AlliedSignals Automotive Products division makes a
bad batch of Prestone antifreeze and passes it on to the customer, few (if any)
repercussions, emerge.
However, if Engines makes a defective APU or turbofan
engine, and that product is installed on a commercial or military aircraft, there is the
chance of a catastrophe.
Malfunctions bring down airplanes, says Russ
Ford, the vice president of Six Sigma and quality at AlliedSignal Engines.
They also bring down companies.
If a defect is caught at the plant, theres still a
major financial impact.
Every time you produce a defect, it takes time,
material, floor space, people, resources in general, to A) detect it; B) analyze it; C)
determine if it can be fixed; and D) either scrap it, with all the wasted labor and
material, or repair it and recycle it through test and inspection again, says Mikel
Harry, the CEO and co-owner (along with Schroeder) of the Six Sigma Academy, a Scottsdale, Ariz., business that trains
corporations in Six Sigma methodology.
Defects reduce margin to the tune of 30 to 40 percent
of sales for a typical manufacturing business.
Six Sigma aims to slash defects and variation to a mere 3.4
occurrences per 1 million opportunities. Achieving that mark, true Six Sigma, limits
the cost of poor quality to less than 10 percent of sales.
Six Sigma also works to eliminate the need for inspection
and repair.
If you look in most textbooks, the idea of quality is
predicated around Four Sigma (allowing 6,200 defects per million opportunities),
says Harry. Its referred to as fitness for use, or conformance to
standards. Its B.S. I can crank up my repair loops in the factory,
remove the defects at tremendous cost, and pass on a product that is quite fit for
use. But the costs are transferred to the customer.
1994: A far cry from perfection
AlliedSignal Engines needed the Six Sigma strategy in the worst way.
In the late 1980s and early 90s, we didnt
run the business on purpose, says Ford.
Pick a topic for Ford.
Maintenance? We were expert firefighters.
Engineering? We had designs that were hard to
assemble; they had many unique components to them. This led to a lot of
defects.
Standardization? We failed to standardize. Any
time you have a process or product that isnt standardized, you introduce opportunity
for mistakes.
Purchasing? We had errors in cost estimation,
inaccuracies in fills and materials, and this propagated back into our supply chain.
Supplier relations? We were jerking them around
and they couldnt provide things to us in an orderly fashion.
Overall? This translated into defective
products and customer dissatisfaction.
Engines performance mirrored other AlliedSignal
divisions. In 1994, at the start of the Six Sigma initiative, the Phoenix facility
equaled the corporations overall rating: Two Sigma, meaning 308,733 defects per
million opportunities. In a given process or product, imperfection, variation or
failure occurred 31 percent of the time.
Today, the division and corporations overall Sigma
rating is around 4.5 (1,350 per million). At Engines, Ford says design is currently
at 5.0, manufacturing at 4.2 and supplier quality at 4.2. Engines hopes to surpass 5.2
Sigma in its design operation and achieve an overall 5.0 (233 per million) by years
end.
In order to create such change, in 1995 AlliedSignal
Engines began to create an army of Six Sigma experts and attack strategies focusing on:
Customer excellence: Find out what your core
capabilities are and what your customer desires. Then, match the two to make sure
youre good at what your customer wants you to be good at.
Operational excellence: Make the
manufacturing processes more reliable, repeatable and standardized.
Technical excellence: You cant create
Six Sigma products with Two Sigma designs or machines.
Total quality: Establish precise, logical
ways to attack problems.
Lean manufacturing: Optimize and smooth flow
through any given process. Remove waste and compress cycle times.
Root cause corrective action: Solve problems
in a manner that ensures a permanent fix.
A company neednt be involved with a Six Sigma program
to realize the intelligence and benefits of such strategies.
Enter the blackbelts
Leading the conversion was the first wave of employee experts, known as blackbelts in Six
Sigma circles. They earn this title by enduring 160 hours of training, projects and
review.
Six
Sigma at work
In March 1998, a corporate jet experienced problems
with one of its AlliedSignal-made turbofan engines. On a flight, a fuel line
ruptured, filling the engine with fuel.Upon
inspection, the problem centered on a weld joint on the fuel line. After an
FAA-induced recall, Allied found 50 percent of all fuel lines on this engine model had
similar imperfections.
A project team made up of a blackbelt, two welding
operators, several engineers and a consultant from the Edison Weld Institute received the
task of figuring out what happened and why.
Using Six Sigma tools and strategies, the group whittled
the critical variables to three:
- a lack of standardization in the TIG welding process (operators didnt perform the
task the same way or use the same tools);
- gas
porosity in the weld joint;
- a quality variation in tungsten-tipped electrodes used in the welding process (operators
were hand-grinding the electrodes, creating variation from part to part; this hurt the
integrity of the weld joint).
Training addressed the standardization issue. The
porosity was linked to a cleaning procedure that acid-washed the fuel line (the wash
introduced contaminants). The electrode problem was fixed by purchasing finished and
polished electrodes from an outside vendor.
The results? Training and standardization lowered the
defect rate to 23 percent. Eliminating the cleaning method and purchasing finished
electrodes cut it to 2 percent. The changes increased capacity and triggered a
savings of $400,000 per year. |
Blackbelts target problems to attack and create teams
that find solutions. They also train blackbelt and greenbelt (first level)
candidates. One-hundred percent of their time is devoted to these pursuits.
In training, blackbelt and greenbelt candidates are
introduced to a new way of thinking (focus on questions rather than what you believe to be
the answer) and are armed with more sophisticated tools.
You wont find such tools in a toolbox. Six Sigma
tools include:
Brainstorming, which encourages open thinking and
allows team members to build on each others ideas.
Flow charts and process maps, which allow a team to
identify the order of events in providing a product or service, uncover problems and
compare the ideal work flow to what actually happens in the workplace.
Pareto charts, which identify the critical few
issues that impact cost and/or customer satisfaction.
Root cause analysis, a method to help determine the
true cause of problems.
Control charts, a method to observe and improve
process performance.
While the first blackbelts came mainly from the engineering
ranks, today, blackbelts represent more of a cross-section of AlliedSignal Engines.
Former operators, mechanics and buyers are among the divisions 110 full-time
blackbelts.
But Six Sigma is not confined to the few. Nearly half
of the 5,646 employees at Engines are certified greenbelts, meaning theyve passed 40
hours of training and projects. The plants goal is to have every employee
greenbelt-certified by Dec. 31, 2000.
We stimulate their brain, and its
contagious, says Reza Eskandari, a technical excellence specialist who has achieved
the companys highest level of certification, master blackbelt. We
elevate their thinking, and then they go apply the knowledge.
The cream of the greenbelt crop is selected for blackbelt
training. Only the top blackbelts are picked for master blackbelt training, which
requires 18 months. Engines currently has 11 master blackbelts.
I knew nothing about Six Sigma before I started
working here, says Janelle Hlusak, a newly hired purchasing employee. It
took me about a day to get indoctrinated.
Playing by the rules
Employees jobs, and the way they do their jobs, changed under Six Sigma. In
the past, a mechanic might use experience and common sense to tackle most problems by
himself. Today, it is rare to fly solo.
If its just a minor problem, Ill check
with my supervisor before I do it and then take care of it myself, says Danny
Turner, a senior master mechanic. Most of the time, it isnt just
me. If theres a problem, well get four or five people together and
through our process map it, measure it, and usually well find and fix
the problem.
For maintenance, this team approach and problem-solving
structure works to eliminate recalls, where mechanics are summoned to fix a
problem that was supposedly fixed a week or month ago.
The following team plan sets the stage to address problems
in every department:
Define: A Six Sigma project team identifies a
project suitable for Six Sigma efforts based on business objectives as well as customer
needs and feedback. As part of the definition phase, the team identifies those
attributes, called critical to quality characteristics (CTQs), that the customer considers
to have the most impact on quality.
Measure: The team identifies the key internal
processes that influence CTQs and measures the defects currently generated relative to
those processes.
Analyze: The team discovers why defects are
generated by identifying the key variables that are most likely to cause process
variation.
Improve: The team confirms the key variables
and quantifies their effects on the CTQs. It also identifies the maximum acceptable
ranges of the key variables and validates a system for measuring deviations of the
variables. The team modifies the process to stay within the acceptable range.
Control: Tools are put into place to ensure
that under the modified process the key variables stay within the maximum acceptable
ranges over time (the problem is fixed).
Shaping suppliers
Employees arent the only ones playing by new rules. Suppliers of direct and indirect materials also
have experienced change, and increased expectations.
Seventy percent of the components that go into our
jet engines are purchased from somebody else, says Ford. Our in-house
components can be 100 percent perfect and weve only addressed 30 percent of the
problem.
In regard to MRO supplies, inconsistent quality in such
things as bearings; lubricants; bolts, nuts, rivets and washers; hose and accessories; and
metal-cutting tools can affect the performance of machines and final products.
We recognized that in order to pursue a Six Sigma
level of quality and process control, we were going to have to get the suppliers
involved, he says.
This area was a trouble spot in the early 1990s. In
1992, Ford says the overall defect rate of direct and indirect parts and materials was
80,000 parts per million (2.9 Sigma). That rate was more than twice the corporate
average (35,000 ppm, 3.3 Sigma). On top of substandard products, there were
instances of poor or untimely service.
The first steps toward improvement came a few years later.
Every division of AlliedSignal began dumping
poor-performing suppliers or suppliers with poor-performing products.
Between 1992 and 1998, Engines eliminated more than 70
percent of its suppliers of direct and indirect materials. Overall, the corporation
went from 10,000 suppliers in 92 to around 1,500. In 1993 alone, vendor
reduction and the negotiation of new contracts saved the corporation more than $15
million.
In order to be a world-class company, we need
world-class suppliers, says Fred McClintock, corporate vice president of materials
management.
Suppliers escaping the axe were then trained in techniques
such as statistical process control, lean manufacturing and Six Sigma.
We provided this training free of charge, the same
training that we had paid millions of dollars for a few years earlier, says
Ford. We arent doing this because were a philanthropic
organization. We did it because there was an impact to us.
By 1996, the defect rate on incoming parts and materials
dropped to 6,000 ppm (corporate-wide, it fell to 1,902 ppm), a full Sigma improvement over
92 levels. Such drops across all divisions saved the corporation $1.2 billion
from 1996 through 1998.
The company also sends materials team experts to
live at selected supplier sites for up to three months in an effort to help
suppliers reduce inventories, improve quality and (for direct materials suppliers)
increase production cycle times. The program, called On-site Development, reduces
supplier cost of quality, cuts leadtimes up to 75 percent, improves delivery performance
and increases production capability.
Allied also seeks to reduce its own inventory,
work-in-progress and product waste levels.
Nearly all purchasing departments use a
constant. You take the quantity that you need and multiply it by 1.1 (you need nine
but buy 10). Sometimes its higher, says Harry. Why is there
a need for it? Why buy more than you need? They anticipate waste. So
manufacturing says, if Ive got it, I might as well use it.
Harry says thats another difference between Six Sigma
and other improvement initiatives.
If Im practicing kaizen or whatever and make an
improvement that leads to a modest reduction in material, does the head of the factory see
that improvement on the P&L (profit and loss), he says. No, because
the reduction of material at the point of reduction, the plant floor, doesnt get
translated as a reduction in purchasing because of that quantity constant.
Purchasing goes on ordering the same amount, and I dont see squat change in my fixed
and variable cost structure.
Total commitment
Can any company adopt Six Sigma and realize such all-encompassing improvements?
Size doesnt have anything to do with it.
A company has to commit money, manpower and an extraordinary amount of time to seeing this
through, Ford says. Some have good experiences with Six Sigma, and some
dont. Weve found that ones who have bad experiences arent truly
committed to it.
People jump into it, and get disillusioned when they
havent saved the world two months later. The process is continuous. You
have to stay with it to see the benefits.
For more info on AlliedSignal Six Sigma, view "The student is now the teacher."
This article appeared in the June/July 1999 issue of MRO
Today magazine. Copyright 1999.
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