Archive for the ‘Manufacturing Competitiveness’ Category
Less Before More – Innovation’s Little Secret
The natural mindset of innovation is more-centric. More throughput; more performance; more features and functions; more services; more sales regions and markets; more applications; more of what worked last time. With innovation, we naturally gravitate toward more.
There are two flavors of more, one better than the other. The better brother is more that does something for the first time. For example, the addition of the first airbags to automobiles – clearly an addition (previous vehicles had none) and clearly a meaningful innovation. More people survived car crashes because of the new airbags. This something-from-nothing more is magic, innovative, and scarce.
Most more work is of a lesser class – the more-of-what-is class. Where the first airbags were amazing, moving from eight airbags to nine – not so much. When the first safety razors replaced straight razors, they virtually eliminated fatal and almost fatal injuries, which was a big deal; but when the third and fourth blades were added, it was more trivial than magical. It was more for more’s sake; it was more because we didn’t know what else to do.
While more is more natural, less is more powerful. The Innovator’s Dilemma clearly called out the power of less. When the long-in-the-tooth S-curve flattens, Christensen says to look down, to look down and create technologies that do less. Actually, he tells us someone will give ground on the very thing that built the venerable S-curve to make possible a done-for-the-first-time innovation. He goes on to say you might as well be the one to dismantle your S-curve before a somebody else beats you to it. Yes, a wonderful way to realize the juciest innovation is with a less-centric mindset.
The LED revolution was made possible with less-centric thinking. As the incandescent S-curve hit puberty, wattage climbed and more powerful lights became cost effective; and as it matured, output per unit cost increased. More on more. And looking down from the graying S-curve was the lowly LED, whose output was far, far less.
But what the LED gave up in output it gained in less power draw and smaller size. As it turned out, there was a need for light where there had been none – in highly mobile applications where less size and weight were prized. And in these new applications, there was just a wisp of available power, and incandesent’s power draw was too much. If only there was a technology with less power draw.
But at the start, volumes for LEDs were far less than incandesent’s; profit margin was less; and most importantly, their output was far less than any self-respecting lightbulb. From on high, LEDs weren’t real lights; they were toys that would never amount to anything.
You can break intellectual inertia around more, and good things will happen. New design space is created from thin air once you are forced from the familiar. But it takes force. Creative use of constraints can help.
Get a small team together and creatively construct constraints that outlaw the goodness that makes your product great. The incandescent group’s constraint could be: create a light source that must make far less light. The automotive group’s constraint: create a vehicle that must have less range – battery powered cars. The smartphone group: create a smartphone with the fewest functions – wrist phone without Blutooth to something in your pocket , longer battery life, phone in the ear, phone in your eyeglasses.
Less is unnatural, and less is scary. The fear is your customers will get less and they won’t like it. But don’t be afraid because you’re going to sell to altogether different customers in altogether markets and applications. And fear not, because to those new customers you’ll sell more, not less. You’ll sell them something that’s the first of its kind, something that does more of what hasn’t been done before. It may do only a little bit of that something, but that’s far more than not being able to do it all.
Don’t tell anyone, but the next level of more will come from less.
Transplant Syndrome
Overall, our upward evolutionary spiral toward infinite productivity is a good thing. (More profit with less work – can’t argue with that.) And also good is our Darwinian desire to increase our chances of realizing profit by winding a thick cocoon of risk reduction around the work.
But with our productivity helix comes a little known illness that’s rarely diagnosed. It’s not a full-fledged disease, rather, it’s a syndrome. It’s called Transplant Syndrome, or TS.
Along with general flu-like symptoms, TS produces a burning and itching desire to transplant something that worked well in one area into another. On its own, not a bad thing; the dangerous part of TS is that scratching its itch feels so good. And it feels so good because the scratching fits with capitalism’s natural law – only the most productive species will survive.
In a brain suffering from TS, transplanting Region A’s successful business model into Region B makes perfect productivity sense (No new thinking, but plenty of new revenue.) But that’s not the problem. The problem is the TS brain’s urge to transplant is insatiable and indiscriminate. With TS, along with Region B, it makes perfect sense to transplant into Region C, Region D, and Regions L, M, N, O, and P. And with TS, it must happen in record time. Like a parasite, TS feeds on our desire for productivity.
When you transplant your favorite flowering plant from one region of your yard to another, even the inexperienced gardener in us knows to question whether the new region will support the plant. Is the soil similar? Is there enough sun or too much? Will it be blocked from the wind like it is now? And because you know your yard (and because you asked the questions) you won’t transplant unless the viability threshold is met.
But what if you wanted to transplant your most precious flowering plant from your yard in North America to someone else’s yard in South America? At a high level, the viability questions are the same – sun, soil, and water, but the answers are hard to come by. Should you use google to get the answers? Should you get in an airplane and check the territory yourself? Should you talk to the local gardeners? (They don’t speak English.)
But digging deeper, there are many questions you don’t even know to ask. Some of the local bugs may eat your precious plant, so you better know the little crawlies by name and learn what they like to eat. But still, since the bugs have never seen your plant, you won’t know if they’ll eat it until they eat it. You can ask the local gardeners, but they won’t know. (They, too, have never seen it.) Or worse, they may treat it as invasive species and pull it out of the ground after you leave for home.
Here’s an idea. You could scout out local plants that look like yours and declare viability by similarity. But be careful because over the years the local plants have built up tacit defenses you can’t see.
Transplant Syndrome not just a business model syndrome; it infects broadly. In fact, there have been recent outbreaks reported in people that work with products, technologies, processes, and company cultures.
Unfortunately, there is no cure for TS. But, with the right prescription, symptoms can be managed.
Symptoms have been pushed into dormancy when companies hire the best, most experienced, local gardeners. These special gardeners must have been born and raised in-region. And in clinical trials the best results have been achieved when the chief gardener, a well respected local gardener in their own right, has full responsibility for designing, viability testing, and implementing the transplant program.
There have been reported cases of TS symptoms flaring up mid program, but in all cases there was a single common risk factor: no one listened to the gardeners on the receiving end of the transplant.
Choose Yourself
We’ve been conditioned to ask for direction; to ask for a plan; and ask for permission. But those ways no longer apply. Today that old behavior puts you at the front of the peloton in the great race to the bottom.
The old ways are gone.
Today’s new ways: propose a direction (better yet, test one out on a small scale); create and present a radical plan of your own (or better, on the smallest of scales test the novel aspects and present your learning); and demonstrate you deserve permission by initiating activity on something that will obsolete the very thing responsible for your success.
People that wait for someone to give them direction are now a commodity, and with commodities it always ends in the death spiral of low cost providers putting each other out of business. As businesses are waist deep in proposals to double-down on what hasn’t worked and are choking on their flattened S-curves, there’s a huge opportunity for people that have the courage to try new things on their own. Today, if you initiate you’ll differentiate.
[This is where you say to yourself – I’ve already got too much on my plate, and I don’t have the time or budget to do more (and unsanctioned) work. And this is where I tell you your old job is already gone, and you might as well try something innovative. It’s time to grab the defibrillator and jolt your company out of its flatline. ]
It’s time to respect your gut and run a low cost, micro-experiment to test your laughable idea. (And because you’ll keep the cost low, no one will know when it doesn’t go as you thought. [They never do.]) It’s time for an underground meeting with your trusted band of dissidents to plan and run your pico-experiment that could turn your industry upside down. It’s time to channel your inner kindergartener and micro-test the impossible.
It’s time to choose yourself.
The Threshold Of Uncertainty
Our threshold for uncertainty is too low.
Early in projects, even before the first prototype is up and running, you know what the product must do, what it will cost, and, most problematic, when you’ll be done. Independent of work content, level of newness, and workloads, there’s no uncertainty in your launch date. It’s etched in stone and the consequences are devastating.
A zero tolerance policy on uncertainty forces irrational behavior. As soon as possible, engineering gets something running in the lab, and then doesn’t want to change it because there’s no time. The prototype is almost impossible to build and is hypersensitive to normal process variation, but these issues are not addressed because there’s no time. Everyone agrees it’s important to fix it, and agrees to fix it after launch, but that never happens because the next project is already late before it starts. And the death cycle repeats project after project.
The root cause of this mess is the mistaken porting of manufacturing’s zero uncertainly mindset into design. The thinking goes like this – lean and Six Sigma have achieved magical success in manufacturing by eliminating uncertainty, so let’s do it in product design and achieve similar results. This is a fundamental mistake as the domains are fundamentally different.
In manufacturing the same product is made day-in and day-out – no uncertainty; in product design no two product development efforts are the same and there’s lots of stuff that’s done for the first time – uncertainty by definition. In manufacturing there’s a revision controlled engineering drawing that defines the right answer (the geometry and the material) – make it like the picture and it’s all good; in product design the material is chosen from many candidates and the geometry is created from scratch – the picture is created from nothing. By definition there’s more inherent uncertainty in product design, and to tighten the screws and fix the launch date at the start is inappropriate.
Design engineers must feel like there’s enough time to try new things because new products that provide new functionality require new technologies, new materials, and new geometries. With new comes inherent uncertainty, but there are ways to manage it.
To hold the timeline, give on the specification and cost. Design as fast as you can until you run out of time then launch. The product won’t work as well as you’d like and it will cost more than you’d like, but you’ll hit the schedule. A good way to do this is to de-feature a subassembly to reduce design time, and possibly reduce cost. Or, reuse a proven subassembly to reduce design time – take a hit in cost, but hit the timeline. The general idea – hold schedule but flex on performance and cost.
It feels like sacrilege to admit that something’s got to give, but it’s the truth. You’ve seen how it goes when you edict (in no uncertain terms) that the timeline will be met and there’ll be no give on performance and cost. It hasn’t worked, and it won’t – the inherent uncertainty of product design won’t let it.
Accept the uncertainty; be one with it; and manage it. It’s the only way.
Moving From Kryptonite To Spinach
With websites, e-books, old fashioned books, Twitter, LinkedIn, Facebook, and blogs, there’s a seemingly limitless flood of information on every facet of business. There are heaps on innovation, new product development, lean, sales and marketing, manufacturing, and strategy; and within each there are elements and sub elements that fan out with multiple approaches.
With today’s search engines and bots to automatically scan the horizon, it’s pretty easy to find what you’re looking for especially as you go narrow and deep. If you want to find best practices for reducing time-to-market for products designed in the US and manufactured in China, ask Google and she’ll tell you instantly. If you’re looking to improve marketing of healthcare products for the 20 to 40 year old demographic of the developing world, just ask Siri.
It’s now easy to separate the good stuff from the chaff and focus narrowly on your agenda. It’s like you have the capability dig into a box of a thousand puzzle pieces and pull out the very one you’re looking for. Finding the right puzzle piece is no longer the problem, the problem now is figuring out how they all fit together.
What holds the pieces together? What’s the common thread that winds through innovation, sales, marketing, and manufacturing? What is the backplane behind all this business stuff?
The backplane, and first fundamental, is product.
Every group has their unique work, and it’s all important – and product cuts across all of it. You innovate on product; sell product; manufacture product; service product. The shared context is the product. And I think there’s opportunity to use the shared context, this product lens, to open up design space of all our disciplines. For example how can the product change to make possible new and better marketing? How can the product change to radically simplify manufacturing? How can the product change so sales can tell the story they always wanted to tell? What innovation work must be done to create the product we all want?
In-discipline improvements have been good, but it’s time to take a step back and figure out how to create disruptive in-discipline innovations; to eliminate big discontinuities that cut across disciplines; and to establish multidisciplinary linkages and alignment to power the next evolution of our businesses. New design space is needed, and the product backplane can help.
Use the product lens to look along the backplane and see how changes in the product can bridge discontinuities across sales, marketing, and engineering. Use the common context of product to link revolutionary factory simplification to changes in the product. Use new sensors in the product to enable a new business model based on predictive maintenance. Let your imagination guide you.
It’s time to see the product for more than what it does and what it looks like. It’s time to see it as Superman’s kryptonite that constrains and limits all we do that can become Popeye’s spinach that can strengthen us to overpower all obstacles.
It’s All Connected
There’s a natural tendency to simplify, to reduce, to narrow. In the name of problem solving, it’s narrow the scope, break it into small bites, and don’t worry about the subtle complexities. And for a lot of situations that works. But after years of fixing things one bite at a time, there are fewer and fewer situations that fit the divide and conquer approach. (Actually, they’re still there, but their return on investment is super low.) And after years of serial discretization, what are left are situations that cannot be broken up, that cut across interfaces, that make up a continuum. What are left are big problems and big situations that have huge payoff if solved, but are interconnected.
Whether it’s cross-discipline, cross-organization, cross-cultural, or cross-best practice, the fundamental of these big kahunas is they cross interfaces. And that’s why they’ve never been attacked, and that’s why they’ve never been solved. But with payoffs so big, it’s time to take on connectedness.
For me, the most severe example of connectedness is woven around the product. To commercialize a product there are countless business process that cut across almost every interface. Here are a few: innovation, technology development, product development, robustness testing, product documentation, manufacturing engineering, marketing, sales, and service. Each of these processes is led by one organization and cuts across many; each cut across expertise-specialization interfaces; each requires information and knowledge from the other; and each new product development project must cooperate with all the others. They cannot be separated or broken into bits. Change one with intent and change the others with unintended consequences. No doubt – they’re connected.
Green thinking is much overdue, but with it comes connectedness squared. With pre-green product commercialization, the product flowed to the end user and that was about it. But with environmental movement there’s a whole new return path of interconnected business processes. Green thinking has turned the product life cycle into the circle of life – the product leaves, it lives it’s life, and it always comes back home.
And with this return path of connectedness, how the product goes together in manufacturing must be defined in conjunction with how it will be disassembled and recycled. Stress analysis must be coordinated with packaging design, regulations of banned substances, and material reuse of retired product. Marketing literature must be co-produced with regulatory strategy and recycling technologies. It’s connected more than ever.
But the bad news is the good news. Yes, things are more interwoven and the spider web is more tangled. But the upside – companies that can manage the complexity will have a significant advantage. Those that can navigate within connectedness will win.
The first step is to admit there’s a problem, and before connectedness can be managed, it must be recognized. And before it can become competitive advantage, it must be embraced.
Product Thinking
Product costs, without product thinking, drop 2% per year. With product thinking, product costs fall by 50%, and while your competitors’ profit margins drift downward, yours are too high to track by conventional methods. And your company is known for unending increases in stock price and long term investment in all the things that secure the future.
The supply chain, without product thinking, improves 3% per year. With product thinking, longest lead processes are eliminated, poorest yield processes are a thing of the past, problem suppliers are gone, and your distributers associate your brand with uninterrupted supply and on time delivery.
Product robustness, without product thinking, is the same year-on-year. Re-injecting long forgotten product thinking to simplify the product, product robustness jumps to unattainable levels and warranty costs plummet. And your brand is known for products that simply don’t break.
Rolled throughput yield is stalled at 90%. With product thinking, the product is simplified, opportunities for defects are reduced, and throughput skyrockets due to improved RTY. And your brand is known as a good value – providing good, repeatable functionality at a good price.
Lean, without product thinking has delivered wonderful results, but the low hanging fruit is gone and lean is moving into the back office. With product thinking, the design is changed and value-added work is eliminated along with its associated non-value added work (which is about 8 times bigger); manufacturing monuments with their long changeover times are ripped out and sold to your competitors; work from two factories is consolidated into one; new work is taken on to fill the emptied factories; and profit per square foot triples. And your brand is known for best-in-class quality, unbeatable on time delivery, world class performance, and pioneering the next generation of lean.
The sales argument is low price and good payment terms. With product thinking, the argument starts with product performance and ends with product reliability. The sales team is energized, and your brand is linked with solid products that just plain work.
The marketing approach is stickers and new packaging. With product thinking, it’s based on competitive advantage explained in terms of head-to-head performance data and a richer feature set. And your brand stands for winning technology and killer products.
Product thinking isn’t for everyone. But for those that try – your brand will thank you.
Engineering Will Carry the Day
Engineering is more important than manufacturing – without engineering there is nothing to make, and engineering is more important than marketing – without it there is nothing to market.
If I could choose my competitive advantage, it would be an unreasonably strong engineering team.
Ideas have no value unless they’re morphed into winning products, and that’s what engineering does. Technology has no value unless it’s twisted into killer products. Guess who does that?
We have fully built out methodologies for marketing, finance, and general management, each with all the necessary logic and matching toolsets, and manufacturing has lean. But there is no such thing for engineering. Stress analysis or thermal modeling? Built a prototype or do more thinking? Plastic or aluminum? Use an existing technology or invent a new one? What new technology should be invented? Launch the new product as it stands or improve product robustness? How is product robustness improved? Will the new product meet the specification? How will you know? Will it hit the cost target? Will it be manufacturable? Good luck scripting all that.
A comprehensive, step-by-step program for engineering is not possible.
Lean says process drives process, but that’s not right. The product dictates to the factory, and engineers dictate the product. The factory looks as it does because the product demands it, and the product looks as it does because engineers said so.
I’d rather have a product that is difficult to make but works great rather than one that jumps together but works poorly.
And what of innovation? The rhetoric says everyone innovates, but that’s just a nice story that helps everyone feel good. Some innovations are more equal than others. The most important innovations create the killer products, and the most important innovators are the ones that create them – the engineers.
Engineering as a cost center is a race to the bottom; engineering as a market creator will set you free.
The only question: How are you going to create a magical engineering team that changes the game?
You might be a superhero if…
- Using just dirt, rocks, and sticks, you can bring to life a product that makes life better for society.
- Using just your mind, you can radically simplify the factory by changing the product itself.
- Using your analytical skills, you can increase product function in ways that reinvent your industry.
- Using your knowledge of physics, you can solve a longstanding manufacturing problem by making a product insensitive to variation.
- Using your knowledge of Design for Manufacturing and Assembly, you can reduce product cost by 50%.
- Using your knowledge of materials, you can eliminate a fundamental factory bottleneck by changing what the product is made from.
- Using your curiosity and creativity, you can invent and commercialize a product that creates a new industry.
- Using your superpowers, you think you can fix a country’s economy one company at a time.
How To Accelerate Engineers Into Social Media
Engineers fear social media, but shouldn’t. Our fear comes from lack of knowledge around information flow. Because we don’t understand how information flow works, we stay away. But our fear is misplaced – with social media information flow is controllable.
For engineers, one-way communication is the best way to start. Engineers should turn on the information tap and let information flow to them. Let the learning begin.
At first, stay away from FaceBook – it’s the most social (non-work feel), least structured, and most difficult to understand – at least to me.
To start, I suggest LinkedIn – it’s the least social (most work-like) and highly controllable. It’s simple to start – create an account, populate your “resume stuff” (as little as you like) and add some connections (people you know and trust). You now have a professional network who can see your resume stuff and they can see yours. But no one else can, unless you let them. Now the fun part – find and join a working group in your interest area. A working group is group of like-minded people who create work-related discussions on a specific topic. Mine is called Systematic DFMA Deployment. You can search for a group, join (some require permission from the organizer), and start reading the discussions. The focused nature of the groups is comforting and you can read discussions without sharing any personal information. To start two-way communication, you can comment on a discussion.
After LinkedIn, engineers should try Twitter. Tweets (sounds funny, doesn’t it?) are sentences (text only) that are limited to 140 characters. With Twitter, one-way communication is the way to start – no need to share information. Just create an account and you’re ready to learn. With LinkedIn it’s about working groups, and with Twitter it’s about hashtags (#). Hashtags create focus with Twitter and make it searchable. For example, if the tweet creator uses #DFMA in the sentences, you can find it. Search for #DFMA and you’ll find tweets (sub-140 character sentences) related to design for manufacturing and assembly. When you find a hashtag of interest, monitor those tweets. (You can automate hashtag searches – HootSuite – but that’s for later). And when you find someone who consistently creates great content, you can follow them. Once followed, all their tweets are sent to your Twitter account (Twitter feed). To start two-way communication you can retweet (resend a tweet you like), send a direct message to someone (like a short email), or create your own tweet.
Twitter’s format comforts me – short, dense bursts of sentences and no more. Long tweets are not possible. But a tweet can contain a link to a website which points to a specific page on the web. To me it’s a great combination – short sentences that precisely point to the web.
With engineers and social media, the goal is to converge on collaboration. Ultimately, engineers move from one-way communication to two-way communication, and then to collaboration. Collaboration on LinkedIn and Twitter allows engineers to learn from (and interact with) the world’s best subject matter experts. Let me say that again – with LinkedIn and Twitter, engineers get the latest technical data, analyses, and tools from the best people in the world. And it’s all for free.
For engineers, social and media are the wrong words. For engineers, the right words are – controlled, focused, work-related information flow. And when engineers get comfortable with information flow, they’ll converge on collaboration. And with collaboration, engineers will learn from each other, help each other, innovate and, even, create personal relationships with each other.
Companies still look at social media as a waste of work time, and that’s especially true when it comes to their engineers. But that’s old thinking. More bluntly, that’s dangerous thinking. When their engineers use social media, companies will develop better products and technologies and commercialize them faster.
Plain and simple, companies that accelerate their engineers into social media will win.
On Independence
Independence for a country is about choice. A country wants to be able to make choices to better itself, to control its own destiny. A country wants to feel like it has freedom to do what it thinks is right. Hopefully, a country thinks it’s a good to provide for its citizens in a long term sense. We can disagree what is best, but a good country makes an explicit choice about what it think is right and takes responsibility for its choices. For a country, the choices should be grounded in the long term.
Independence for a company is about choice. Like a country, a company wants control over its own destiny. A company wants to feel like it has freedom to do what’s right. A company wants to decide what’s right and wants the ability to act accordingly. There are lots of management theories on what’s right, but the company wants to be able to choose. Like it or not, the company will be accountable for its choices, as measured by stock price or profit.
And with children, independence is about choice. Children, too, want control over their own destiny, but they score low on the responsibility scale. And that’s why children earn responsibility over time – get a little, don’t get hurt, and get a little more. They don’t know what’s good for them, but don’t let that get in the way of wanting control over their own destiny. That’s why parents exist.
Independence is about the ability to choose. But there’s a catch. With independence comes responsibility – responsibility for the choice. With children, there’s insufficient responsibility because they just don’t care. And with employees in a company, there’s insufficient responsibility for another reason – fear of failure. I’m not sure about countries.
Independence is a two way street – choice and responsibility. And independence is bound by constraints. (There are unalienable rights, but unconstrained independence isn’t one of them.) For more independence, push hard on constraints; for more independence, take responsibility; for more independence, make more choices (and own the consequences).
Happy Independence Day.