Archive for the 'business' Category

Jul 22 2010

Banking ‘stress test’ is scenario planning by another name, with limitations

Preliminary results of the European banking stress test are to be published by the Committee of European Banking Supervisors tomorrow (July 23.) Although the exact nature of the tests have remained under wraps — not without controversy — the essence is clear. Regulators are simulating various forms of adverse financial conditions (GNP performances, interest rates, currency values and flows, and other money metrics) to see if important banks have the resources to withstand these conditions.

Controversy has resulted from lack of transparency in the tests, leading to speculation that they are designed to have most banks “pass” in order to boost confidence — as clear an example of mixing up judgment and advocacy as one is likely to get.

The key measure for determining which of the 91 banks fail the test — and need to raise capital — is whether their Tier 1 capital ratio would fall below 6% under the “loss assumptions” imposed by the test. This is the same level that was required in the stress tests of U.S. banks in its similar May 2010 test.

Model worlds

Anyhow, what is particularly interesting to this author is that the concept “scenario planning” has not been used through the bank test process, but these tests are fundamentally future scenarios, this is what scenarios are all about: creating model future worlds that express the evolution of important uncertainties towards somewhere at the limits (but not beyond) of plausibility, with the specific intent to use these worlds to stress test current decisions as to what a company is and does — from its business model to its resource base to product line to marketing, and so on.

If the organization’s key decisions would hold up (produce profitability or however success is defined) in different, alternative tests, this tells managers theirs are probably good decisions for the future. If they would flop in any test, this points to what needs to be urgently addressed. In this way an organization explores and becomes robust to its unknowable and unpredictable future.

Notably, it is precisely the stress-test purpose of scenarios that stops this foresight technique becoming (as it does all-too-often in the wrong hands) a “wishing well” for better times. When scenarios cease to be direct stress tests of present decisions, they become floaty indeed.

Full scenarios

Having said all this, the difference between the US and European banking stress tests and full scenario work is the bank tests are considering only economic factors, only adverse (risk) conditions, and only “known unknowns.” Full scenarios would include the full range of important drivers of change — and potential surprises — outside of economics or finance in their construction. In operating as stress tests, they would look at threats to the status quo as the bank tests do, but also provide a testbed for exploring opportunities in change.

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Jul 16 2010

FEMA’s ‘getting urgent about the future’ initiative at least talks the talk

I was interested to see FEMA’s (U.S. Federal Emergency Management Agency) launch of its “Getting Urgent About the Future” Strategic Foresight Initiative, not only in itself unfashionably embracing deeper, longer-term thinking about key policy & security issues, but also making an excellent fist of defining its benefits (a definition that is in all essentials equally valid for business-industry foresight):

FEMA FEMAs getting urgent about the future initiative at least talks the talk
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“The world around us is changing in ways that may have profound effects on the emergency management enterprise. Collectively, we must begin to think more broadly and over a longer timeframe if we are to understand these changes and their potential impacts. To this end, FEMA has launched a Strategic Foresight initiative (SFI), the objective of which is straightforward: to seek to understand how the world around us is changing and how those changes may affect the future of emergency management and our community…

“The SFI can serve as one important tool in the development of both strategy and plans. By understanding the potential future environment, organizations will better understand and anticipate risk while ensuring opportunities can be fully capitalized. For example, the SFI may identify new or increasing capability requirements as well as emerging capabilities that do not exist today. Such identifications could support decisions about future investments as well as planning activities and exercises. In a more indirect manner, the SFI can help establish a research agenda for the emergency management field by highlighting areas of emerging relevance and the key questions that remain unanswered.”

[On March 1, 2003, FEMA became part of the U.S. Department of Homeland Security.]

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Jun 29 2010

Big trends vs. little trends – as Indian television catches up with Indian women

Anyone can see a trend – a pattern in the data, something waxing or waning in the world. You often see trend lists put out by research organizations or trend-tracking firms that itemize things on the march or in decline: people living in foreign countries up 10%; biodiversity down 30%; numbers of patents filed up 60%, and so on.

The harder task in achieving quality foresight is to judge across such lists what is really going to change the world and therefore the operating environment for most firms, and what is just, well, merely of passing interest. The true test is to get trend impact right, not merely to call the trend.

There is no exact science to this of course. But a good heuristic is to judge the strength of the trend (drivers for vs. blockers against) x change to status quo (how new is this really?) x number of people affected. In this regard, a recent FT article reports on a genuinely world-changing trend.

The story is about how Indian television stations, led by Murcdoch’s Star India and Viacom are writing more independent, assertive roles for women in soap operas to reflect new realities in the Indian middle class. They hope to renew viewer ratings, as this clip explains:


Source: FT.com

Star has recently launched Pratigya (Oath), about an ordinary girl who marries into a rich family and stands up to its chauvinist patriarchs, and Sasural Genda Phool, about a rich woman who marries into a middle-class family but insists on maintaining a modern life.

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Jun 07 2010

Industry foresight, or how to avoid ‘the dog-chase problem’

I’m always looking for ways to explain the role of quality foresight in everyday management, so I liked this little animated gif from managewell.com.

Imagine driving down a country road when a street dog starts chasing your car. The dog attacks the car, but by the time it gets close, the car has moved ahead, so the dog changes direction and attacks the new coordinates. This goes on as the dog adapts, but it never quite catches up, and once it is following behind it is obviously too slow to catch up. Had it thought ahead and run straight it would have had its day with the tires.

The resulting curve looks something like this:

Curve of  Pursuit

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In mathematics, this is known as the ‘curve of pursuit. The dog is attacking the problem as it sees it right now, but by the time it reaches it, the problem has moved on a few steps. A ‘problem-solving’ approach like this is going to prolong the time it takes to get to key decisions, and give the initiative to competitors. The better approach in managing moving situations — and all situations are moving — is to anticipate and tackle tomorrow’s position today.

Obviously the devil is in the quality of the anticipation, but for that there is Future Savvy and other key resources that exist for determining quality in foresight work. Industry foresight can never be done perfectly, but it can be done well enough to avoid the “dog chase” future-management style that characterizes much of industry leadership.

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May 27 2010

The lessons from Bill Gates’ shaky grasp on the future – 15 years on

Successful people are considered to be better future prognosticators than average. Why? Because it is assumed they must have known something about the future at some previous point in order to become as successful as they are. (Unfortunately Taleb’s various injunctions as to the workings of randomness fall on deaf ears, as do Gladwell’s many observations as to the tricky relationship between cause and effect.)

In 1995, at the height of Microsoft’s power over the economy and the zeitgeist (before Google came into its own, before Apple renewed, etc.) Bill Gates wrote “The Road Ahead,” which was, as one would expect, a broadly techno-optimistic look at the future. Did it see 9/11? No. Iraq War 2? No. The Credit Crunch? No. For a start it only really thinks about digital technology, and that’s going to be a very partial guide to the road ahead, at best.

But, in a recent The Atlantic article, “Bill Gates: More Profit than Prophet,” Tom McNichol evaluates Gates’s foresight on its own terms. As reproduced below, he finds it more “miss” than “hit.”

In general, Gates makes the mistakes outlined in Future Savvy, particularly in predicting the future based on its technological possibility rather than economic or social practicality. He’s short on systemic/feedback thinking and therefore misses side effects and unintended consequences. He also falls into the wishful-thinking bias: mixing up what he and (and Microsoft business) would like the future to be with what it really will be.

This last factor is less a mistake than a classic tool of future advocacy, and Gates would no doubt admit to a bit of this. It is illuminating (and sobering for future predictors) to see how much of the digital future Microsoft had within in its area of control in 1995, which it ceded to others. That lowered Microsoft’s ability to influence the road ahead and therefore weakened Gates’ predictions.

The McNichol analysis (shortened in places):

E-Mail
Prediction: Gates wrote, “Electronic mail and shared screens will eliminate the need for many meetings. … when face-to-face meetings do take place, they will be more efficient because participants will have already exchanged background information by e-mail. … information overload is not unique to the (information) highway, and it needn’t be a problem.”
Verdict: Miss. Gates’s view of e-mail now seems naively Utopian, failing to account for unintended consequences. If anything, e-mail has made workplace meetings more frequent and less efficient. “Didn’t you get that e-mail?” is probably the single most common question posed at meetings, a query that often leads to … another meeting.

The Wallet PC
Prediction: “You’ll be able to carry the wallet PC in your pocket or purse. It will display messages and schedules and also let you read or send electronic mail and faxes, monitor weather and stock reports, play both simple and sophisticated games, browse information if you’re bored, or choose from among thousands of easy-to-call up photos of your kids.”
Verdict: Hit. Gates’s wallet PC is more or less today’s mobile smartphone with voice capability added.

Wireless Networks
Prediction: “The wireless networks of the future will be faster, but unless there is a major breakthrough, wired networks will have a far greater bandwidth. Mobile devices will be able to send and receive messages, but it will be expensive and unusual to use them to receive an individual video stream.”
Verdict: Miss. Today, receiving a wireless video stream is neither expensive nor unusual; in fact, it’s so commonplace that most people don’t give it a second thought. Gates failed to anticipate that wireless would become cheaper and faster, but his chief mistake was a common but flawed assumption among techno-futurists: that new technology is adopted chiefly on the basis of technological superiority rather than social factors.

Social Networking
Prediction: “The (information) highway will not only make it easier to keep up with distant friends, it will also enable us to find new companions. Friendships formed across the network will lead naturally to getting together in person.”
Verdict: Hit and Miss. One of the killer apps of the information highway has turned out to be social networking… But friendships formed online don’t regularly lead to face-to-face meetings. Far more common is the user with 250 Facebook friends, most of whom he rarely, if ever, sees in person.

Online Shopping
Prediction: “Because the information highway will carry video, you’ll often be able to see exactly what you’ve ordered. … you won’t have to wonder whether the flowers you ordered for your mother by telephone were really as stunning as you’d hoped. You’ll be able to watch the florist arrange the bouquet, change your mind if you want, and replace wilting roses with fresh anemones.”
Verdict: Miss. Gates was right that the information highway would carry video, but he completely misread the social and economic factors that would shape its use in online commerce. How on earth would a harried florist find the time to hold a videoconference with every customer who orders flowers for Mother’s Day? What company would absorb the colossal expense of having orders changed at the last second according to customers’ shifting whims? Gates’s vision of online shopping has turned out to be a lot like past predictions about personal jet packs and moving sidewalks: a future that’s technologically possible but socially and economically impractical.

Videoconferencing
Prediction: “Small video devices using cameras attached to personal computers or television sets will allow us to meet readily across the information highway with much higher quality pictures and sound for lower prices.”
Verdict: Hit. What came to be called webcams are standard issue on PCs, or can be purchased from Bill Gates’s favorite company for under $30.

The Internet and the Web
Prediction: Gates’s 286-page book mentions the World Wide Web on only four of its pages, and portrays the Internet as a subset of a much a larger “Information Superhighway.” …
Verdict: Miss. Gates’s notion that the Internet would play a supporting role in the information highway of the future, rather than being the highway itself, was out-of-date the day The Road Ahead was published… and he made major revisions to a second edition of The Road Ahead, adding material that highlighted the significance of the Internet. In many ways, Gates’s cloudy crystal ball regarding the Internet amounted to wishful thinking. Gates built Microsoft into a global powerhouse by selling proprietary software that users loaded onto their PCs. He wasn’t likely to warm to the idea that the same functions could be delivered cheaper and faster through a decentralized network that he couldn’t control.

Privacy
Predication: “A decade from now, you may shake your head that there was ever a time when any stranger or wrong number could interrupt you at home with a phone call. … by explicitly indicating allowable interruptions, you will be able to establish your home — or anywhere you choose — as your sanctuary.”
Verdict: Little Hit, Big Miss. It’s true that technology lets you explicitly indicate allowable interruptions — you can use caller ID to dodge unwanted calls or sign up at the National Do Not Call Registry to nix telemarketers. But the notion that technology would pave the way to greater privacy has turned out to be anything but true.

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Apr 22 2010

C.K. Prahalad’s testimony to the need for foresight in management

The strategy world has mourned the sudden passing of C.K. Prahalad, Professor of Business Administration at the Ross School, University of Michigan, this week.

competing for the future 800x650 C.K. Prahalads testimony to the need for foresight in management

Front page 'Competing for the Future' Hamel & Prahalad, HBR 1994

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As many have commented, Prahalad made great strides in getting business to see the potential in emerging markets and ‘poor’ consumers, in The Fortune at the Bottom of the Pyramid and allied work.

In our rush for the new and latest, early work often gets buried. So I would like, as my take on the passing of Prahalad, to go back to his fundamental testimony to the role of and need for foresight in management, which is to be found in his co-authored piece (with Gary Hamel) ‘Competing for the Future,’ Harvard Business Review, 1994, which became a very famous book of the same name. Sixteen years on and now in the wake of the credit crunch, this piece remains as relevant as it ever was:

Ask yourself: Do senior managers in my company have a clear and shared understanding of how the industry may be different ten years from now? Is my company’ point of view about the future unique among competitors?

“On average managers devote less than 3% of their time building a corporate perspective on the future.

“The painful upheavals in so many companies in recent years reflect the failure of one-time industry leaders to keep up with the accelerating pace of industry change… Those companies were run by managers, not leaders, by maintenance engineers, not architects.

“If the future is not occupying senior managers, what is? Restructuring and reegineering. While both are legitimate and important tasks, they have more to do with shoring up today’s business than with building tomorrow’s industries. Any company that is a bystander on the road to the future will watch its structure, values, and skills become progressively less attuned to industry realities.

(therefore) “Most layoffs at large US companies have been the fault of managers who fell asleep at the wheel and missed the turnoff for the future.

“If senior executives don’t have reasonably detailed answers to the ‘future’ questions, and if the answers they have are not significantly different of the ‘today’ answers, there is little chance that their companies will remain market leaders.

“The Quest for Foresight: Why do we talk of foresight rather than vision? Vision connotes a dream or an apparition, and there is more to industry foresight than a blinding flash of insight. Industry foresight is based on deep insights into trends in technology, demographics, regulations, and lifestyles, which can be harnessed to rewrite industry rules and create new competitive space.”

Footnote: this from the FT: The last time CK spoke to the FT he was buzzing with intellectual energy. “Really, in all my career I have been interested in ‘next practices’, and not merely ‘best practices’,” he said.

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Apr 06 2010

The Blockbuster bankruptcy: perfecting an existing service while the world moves on

As of writing, Blockbuster clings to business life, with $1 billion in debt, unprofitable stores and continued losses, and it looks inevitable that it will file for bankruptcy protection. In Q4 ’09 the company posted a loss of $434.9m on revenue of $1.08bn. The stock price has fallen is $0.26 per share, down from lofty levels of over $15 in the early part of the decade. That’s a lot of shareholder value down the drain. *

blockbuster closing The Blockbuster bankruptcy: perfecting an existing service while the world moves on Reading analysis by John Tamny in Forbes, I lighted on the following paragraph — as perfect an encapsulation of why looking to the future in timely and in a high-quality way is essential, and how quality horizon scanning is integral to it:

“As often happens as companies grow, Blockbuster concentrated on perfecting its existing service while beating competitors offering the same instead of looking into ways that outsiders might destroy its business model altogether… For Blockbuster, the “disrupter” in question was Netflix. Indeed, popular as the Blockbuster brand was, getting to the video store in order to take advantage of its services was a hassle for customers–as was returning videos on time to avoid paying late fees. The rise of Netflix from well outside the traditional retail space meant these problems were solved in one fell swoop.” (my italics)

Change that matters, that is, relatively sudden and acutely disruptive to incumbent business-model success, always comes from outside an industry. Britannica wasn’t beaten by another encyclopedia. Eastman Kodak was beaten by digital photo startups, not by Fuji. And so on, and so on, through industry failure, whether it leads merely to value hemorrhage or all the way to Chapter 11.


Looking vs seeing

Sure there are companies that lose because they are simply outcompeted, that is, are less capable than the competition in doing the same thing. Hertz is currently in this category. But when a clear market leader, with brand and capital and customers galore comes totally unstuck, it is always new technology and/or new business model coming from the outside that has done it. In these cases, as with Blockbuster, companies fall to industry entrants that change ways of doing things, solving pain or trade-offs that buyers suffer, or otherwise provide consumers with more value.

These are always, theoretically, innovations incumbents could have done themselves if they were ready to think ahead (and brave enough, when required, to cannabalize existing products that stood in the way of important future steps) and therein lies a conundrum about looking at new, external competitors. It’s seldom that the incumbent can’t see the intruder, that is, is not looking. Often they are looking intensively. It is that they don’t see the absolute disruption in the new until it is too late. It is a problem of perception. This is why industry horizon scanning is a little about the easy task of looking, and a lot about the much harder job of seeing. And why putting one’s corporate head down and making an existing product or service ‘more perfect’ is part of not seeing.

* Interestingly, the Blockbuster demise was called exactly right in November 2007 by Don Reisinger on CNET.

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Mar 16 2010

The ‘start-up’ visa and green card, a far-sighted recessionary surprise

Legislation is the route by which ‘the people’ (or powerful sectarian interests, take your pick,) influence the future. It is often underestimated as a future force, or viewed merely as legislators playing catch-up with technology or societal change. But legislation can be far-sighted, and profoundly shape outcomes.

In a fascinating recent development, John Kerry, Democrat of Massachusetts, and Richard Lugar, Republican of Indiana, introduced the Start-up Visa Act to the US Senate, as reported in Inc. magazine.

The legislation is a forward-looking bid to turbo-charge entrepreneurial venturing in the U.S. by attracting foreign entrepreneurs and connecting them to U.S. capital, therein driving new economic growth and local jobs. What’s really interesting is it goes against past common wisdom that recessions are ‘bad for immigration’ (as citizens demand job protection.)

If passed, the bill gives U.S. visas to foreigners who can raise $100,000 from an angel investor or $250,000 from a qualified VC firm. After two years, if the immigrant entrepreneur can create five or more jobs (excluding family), attract an additional $1 million in investment, or produce $1 million in revenue, he or she gets a green card (permanent residency.)

The only current option, the EB-5 business investment visa, requires immigrants to invest at least $1 million in the U.S. and employ 10 people.


Job creation

The  National Venture Capital Association says 25 percent of America’s venture-backed, publicly-traded businesses, incl. Google, Yahoo!, eBay and Intel have been founded or co-founded by immigrants. According to Richard Herman, author of Immigrant, Inc.: Why Immigrant Entrepreneurs Are Driving the New Economy, nearly all U.S. job creation in the past 20 years has come from companies less than five years old.

The history of US immigration policy has been schizophrenic to say the least, with periods of great social openness followed by about-face door slamming. The slamming has always corresponded to economic downturns or anxiety thereto. But here we have the opposite effect. And we have legislators taking a forward view! Both proof that the future is sure to surprise us.

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Mar 04 2010

The BBC has a jolly decent go at leading its multi-stakeholder future

The BBC has released a blueprint for its future, summarized in a 64-page ‘Director-General’s Report which can be downloaded here. The gist is the corporation plans to back off from many of its more commercial offerings, particularly closing digital radio stations such as 6Music and the Asian Network, and pruning its online presence. The money saved will go to funding more original content and shoring up the quality of the offerings not pruned.
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BBC future The BBC has a jolly decent go at leading its multi stakeholder future

The BBC futures document is a careful and thoughtful piece of work, making bold foresight-oriented moves: saying, essentially, what are we here for? To provide quality media in the public interest. So what do we need to do/make/change to achieve it, that is, to deliver on our core mission, in the years ahead?
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To this end, the blueprint talks about “setting new boundaries:
• Recognising the lead role that commercial radio plays in serving popular music to 30-50 year-old audiences, through the proposed closure of 6 Music and the refocusing of Radio 1 and Radio 2
• Recognising the lead role that Channel 4 and other broadcasters can play in addressing the gap in public service television for younger teenagers, through the closure of targeted teen propositions
• Reducing spending on programmes from abroad by 20%, from £100m today to £80m in 2013, capping it thereafter at this level of 2.5p in every licence fee pound
• Setting a limit on what the BBC can spend on sports rights at an average of 9p in every licence fee pound
• Leaving room for local newspapers and others to develop in a digital world by keeping the BBC’s current pattern of local services, and not launching new services in England at any more local a level than today
• Focusing original content on BBC Online on the (five) content priorities only, and excluding whole categories of online activity such as web search, communications and non-content related social networking.”

Further in the document it talks about “a set of web-native activities that the BBC itself will not undertake, including:
• The BBC’s search activity will be limited to its own website and associated external links; it will not do general web search for all-web content
• It will not run its own general communications services such as email, webmail or instant messaging
• It will not create stand-alone social networking sites, with any social propositions on the BBC site only there to aid engagement with BBC content. The BBC will also ensure that its social activity works with external social networks
• There will be no specialist content for a specialist audience, such as business-critical information in specialist fields, legal, financial (including trading tools) or other professional content.”

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From the beeb’s perspective, it makes perfect sense. It can’t be the best at everything to everyone. That just means it will be working at the limits of its reach in many areas, against focused competitors, which dilutes its brand, and of course spending public money on commercial services already relatively well catered to.


The politics of engagement

It’s business strategy 101, and if it were a business that would be that. But the BBC is a multi-stakeholder public service body, and therein lies the rub. Everyone has a say in its future. And different stakeholders have different ideas of what is ‘in the public interest’: many think commercial radio etc., is in their interest, so protest is mounting, particularly among younger users under banners that read ‘BBC turns it’ back on a generation’ and so on. Twitter is humming.

Good multi-stakeholder future work requires engagement and consultation, and the BBC is offering a consultative process — from now until May 25 — see the page at https://consultations.external.bbc.co.uk

The future? Let’s not mince words that are usually minced. The future is political. That is part of the reason prediction is done so poorly — people miss the fact or extent of contention over outcomes, even ones you would think are in everyone’s interest (mitigating climate change, for example.)

When there are many interested parties with different interests, and therefore contending claims on the future — different visions of the ‘ideal’ future — the flavor of the future (in total or in compromise) will belong to the interest with the stronger hand. So depending on the power of the stakeholders soon-to-be-unhappy, the BBC will be forced to bend or not. But in the hardball world of multistakeholder change, chances are the Director General has set his stall out a bit further than he need to, and will be able to ‘compromise’ to a position that is more or less the plan. Good futuring all round.

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Feb 12 2010

The happy medium is a guide to the future for Toyota, McDonalds, and all of us

Two running business stories with foresight importance this week, both I realize brought to me by smartbrief.com (Smartbrief on Leadership) which I find a very credible news aggregation service. The first is a WSJ piece ‘How Lean Manufacturing Can Backfire.’

toyota president akio toyoda The happy medium is a guide to the future for Toyota, McDonalds, and all of us

Toyota President Akio Toyoda, Feb 11, 2010. Pic: AP

Lean manufacturing creates efficiencies and shaves production costs by creating just-in-time — no inventory — systems, using common parts and designs across product lines, and generally squeezing materials, processes, and (inevitably) quality controls. This may or may not include pressing suppliers to lower prices, and therefore squeeze their own materials, processes, and quality controls. ‘Lean’ has been very much a core process and operations mantra for about two decades. To misquote a favorite saying, manufacturing companies have been adamant: ‘one can never be too rich or too lean.’

But now Toyota has had a slew of embarrassing recalls — the 2010 Highlander; 2008 – 2010 Sequoia SUVs; and 2009 – 2010 RAV4′s due to gas pedal problems. It has just recalled 437,000 Prius and other hybrid vehicles worldwide to fix brake problems. In 2009 it recalled Corolla, Camry, Vios and Yaris sedans due to faulty electric window-control systems.

The point of the WSJ piece is to implicate lean manufacturing in this. (It’s unclear whether it’s too much lean or too little quality control, but they are clearly connected.) Now, lean as an idea is not going to go away. Nobody is suddenly going to advocate ‘bloat manufacturing,’ but looking at the damage in reputation and bottom line that Toyota has soaked up, the company and others like it will obviously looking across their lines and saying to themselves ‘a bit of redundancy (fat, if you like) in the system will be cheaper than this.’ Thus the pendulum swings back from lean extreme to somewhere a bit more durable. A happy medium.


Maharaj Mac

In the other story, the Times reports how McDonalds is seeing benefits from localization of it’s menu, for example, offering the McItaly in Italy, the (non-beef) Maharaja Mac in India, the McLobster in Canada and the Ebi Filit-O (shrimp burger) in Japan. The pendulum effect here is that McDo became the mega-corporation it is based on global standardization and a ‘one-menu’ mantra from Cleveland to Taipei. It wasn’t just one menu, but each item had to be produced from the same stock, and in the same way. McDo fries were identical everywhere, that was the guarantee (and they were always called ‘fries’ no matter what locals called them.)

It is now become common cause among the global food companies (notably Starbucks and KFC) to work local options into their offering. One may think this is merely ‘think global, act local.’ The point is, it is an about-turn indeed from the ‘think American, act global’ that went before. What works best is in fact a happy medium.

What does this have to do with better future-thinking? Expect a recall sooner or later on forecasts that don’t see change resolving itself around a happy medium.

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