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1.
Seybold PB 《Harvard business review》2001,79(5):80-9, 164
Many companies have become adept at the art of customer relationship management. They've collected mountains of data on preferences and behavior, divided buyers into ever-finer segments, and refined their products, services, and marketing pitches. But all too often those efforts are too narrow--they concentrate only on the points where the customer comes into contact with the company. Few businesses have bothered to look at what the author calls the customer scenario--the broad context in which customers select, buy, and use products and services. As a result, consultant Patricia Seybold maintains, they've routinely missed chances to deepen loyalty and expand sales. In this article, the author shows how effective three very different companies have been at using customer scenarios as the centerpiece of their marketing plans. Chip maker National Semiconductor looked beyond the purchasing agents that buy in bulk to find ways to make it easier for engineers to design National's components into their specifications for mobile telephones. Each time they do so, it translates into millions of dollars in orders. By developing a customer scenario that describes how people actually shop for groceries, Tesco learned the importance of decentralizing its Web shopping site and how the extra costs of decentralization could be outweighed by the higher profit margins on-line customers generate. And Buzzsaw.com used customer scenarios as the basis for its entire business. It has used the Web to create a better way for the dozens of participants in a construction project to share their drawings and manage their projects. Seybold lays out the steps managers can take to develop their own customer scenarios. By thinking broadly about the challenges your customers face, she suggests, you can almost always find ways to make their lives easier--and thus earn their loyalty. 相似文献
2.
Every company makes choices about the channels it will use to go to market. Traditionally, the decision to sell through a discount superstore or a pricey boutique, for instance, was guided by customer demographics. A company would identify a target segment of buyers and go with the channel that could deliver them. It was a fair assumption that certain customer types were held captive by certain channels--if not from cradle to grave, then at least from initial consideration to purchase. The problem, the authors say, is that today's customers have become unfettered. As their channel options have proliferated, they've come to recognize that different channels serve their needs better at different points in the buying process. The result is "value poaching." For example, certain channels hope to use higher margin sales to cover the cost of providing expensive high-touch services. Potential customers use these channels to do research, then leap to a cheaper channel when it's time to buy. Customers now hunt for bargains more aggressively; they've become more sophisticated about how companies market to them; and they are better equipped with information and technology to make advantageous decisions. What does this mean for your go-to-market strategy? The authors urge companies to make a fundamental shift in mind-set toward designing for buyer behaviors, not customer segments. A company should design pathways across channels to help its customers get what they need at each stage of the buying process--through one channel or another. Customers are not mindful of channel boundaries--and you shouldn't be either. Instead, they are mindful of the value of individual components in your channels--and you should be, too. 相似文献
3.
Business marketing: understand what customers value 总被引:1,自引:0,他引:1
How do you define the value of your market offering? Can you measure it? Few suppliers in business markets are able to answer those questions, and yet the ability to pinpoint the value of a product or service for one's customers has never been more important. By creating and using what the authors call customer value models, suppliers are able to figure out exactly what their offerings are worth to customers. Field value assessments--the most commonly used method for building customer value models--call for suppliers to gather data about their customers firsthand whenever possible. Through these assessments, a supplier can build a value model for an individual customer or for a market segment, drawing on data gathered form several customers in that segment. Suppliers can use customer value models to create competitive advantage in several ways. First, they can capitalize on the inevitable variation in customers' requirements by providing flexible market offerings. Second, they can use value models to demonstrate how a new product or service they are offering will provide greater value. Third, they can use their knowledge of how their market offerings specifically deliver value to craft persuasive value propositions. And fourth, they can use value models to provide evidence to customers of their accomplishments. Doing business based on value delivered gives companies the means to get an equitable return for their efforts. Once suppliers truly understand value, they will be able to realize the benefits of measuring and monitoring it for their customers. 相似文献
4.
Marketing is everything 总被引:2,自引:0,他引:2
McKenna R 《Harvard business review》1991,69(1):65-79
Technology is creating customer choice, and choice is altering the marketplace. Gone are the days of the marketer as salesperson. Gone as well is marketing that tries to trick the customer into buying whatever the company makes. There is a new paradigm for marketing, a model that depends on the marketer's knowledge, experience, and ability to integrate the customer and the company. Six principles are at the heart of the new marketing. The first, "Marketing is everything and everything is marketing," suggests that marketing is like quality. It is not a function but an all-pervasive way of doing business. The second, "The goal of marketing is to own the market, not just to sell the product," is a remedy for companies that adopt a limiting "market-share mentality." When you own a market, you lead the market. The third principle says that "marketing evolves as technology evolves." Programmable technology means that companies can promise customers "any thing, any way, any time." Now marketing is evolving to deliver on that promise. The fourth principle, "Marketing moves from monologue to dialogue," argues that advertising is obsolete. Talking at customers is no longer useful. The new marketing requires a feedback loop--a dialogue between company and customer. The fifth principle says that "marketing a product is marketing a service is marketing a product." The line between the categories is fast eroding: the best manufacturing companies provide great service, the best service companies think of themselves as offering high-quality products. The sixth principle, "Technology markets technology," points out the inevitable marriage of marketing and technology and predicts the emergence of marketing workstations, a marketing counterpart to engineers' CAD/CAM systems. 相似文献
5.
Growth in an adjacent market is tougher than it looks; three-quarters of the time, the effort fails. But companies can change those odds dramatically. Results from a five-year study of corporate growth conducted by Bain & Company reveal that adjacency expansion succeeds only when built around strong core businesses that have the potential to become market leaders. And the best place to look for adjacency opportunities is inside a company's strongest customers. The study also found that the most successful companies were able to consistently, profitably outgrow their rivals by developing a formula for pushing out the boundaries of their core businesses in predictable, repeatable ways. Companies use their repeatability formulas to expand into any number of adjacencies. Some companies make repeated geographic moves, as Vodafone has done in expanding from one geographic market to another over the past 13 years, building revenues from $1 billion in 1990 to $48 billion in 2003. Others apply a superior business model to new segments. Dell, for example, has repeatedly adapted its direct-to-customer model to new customer segments and new product categories. In other cases, companies develop hybrid approaches. Nike executed a series of different types of adjacency moves: it expanded into adjacent customer segments, introduced new products, developed new distribution channels, and then moved into adjacent geographic markets. The successful repeaters in the study had two common characteristics. First, they were extraordinarily disciplined, applying rigorous screens before they made an adjacency move. This discipline paid off in the form of learning curve benefits, increased speed, and lower complexity. And second, in almost all cases, they developed their repeatable formulas by studying their customers and their customers' economics very, very carefully. 相似文献
6.
Zook C 《Harvard business review》2007,85(4):66-75, 140
How do you know when your core needs to change? And how do you determine what should replace it? From an in-depth study of 25 companies, the author, a strategy consultant, has discovered that it's possible to measure the vitality of a business's core. If it needs reinvention, he says, the best course is to mine hidden assets. Some of the 25 companies were in deep crisis when they began the process of redefining themselves. But, says Zook, management teams can learn to recognize early signs of erosion. He offers five diagnostic questions with which to evaluate the customers, key sources of differentiation, profit pools, capabilities, and organizational culture of your core business. The next step is strategic regeneration. In four-fifths of the companies Zook examined, a hidden asset was the centerpiece of the new strategy. He provides a map for identifying the hidden assets in your midst, which tend to fall into three categories: undervalued business platforms, untapped insights into customers, and underexploited capabilities. The Swedish company Dometic, for example, was manufacturing small absorption refrigerators for boats and RVs when it discovered a hidden asset: its understanding of, and access to, customers in the RV market. The company took advantage of a boom in that market to refocus on complete systems for live-in vehicles. The Danish company Novozymes, which produced relatively low-tech commodity enzymes such as those used in detergents, realized that its underutilized biochemical capability in genetic and protein engineering was a hidden asset and successfully refocused on creating bioengineered specialty enzymes. Your next core business is not likely to announce itself with fanfare. Use the author's tools to conduct an internal audit of possibilities and pinpoint your new focus. 相似文献
7.
Is your company ready for one-to-one marketing? 总被引:37,自引:0,他引:37
One-to-one marketing, also known as relationship marketing, promises to increase the value of your customer base by establishing a learning relationship with each customer. The customer tells you of some need, and you customize your product or service to meet it. Every interaction and modification improves your ability to fit your product to the particular customer. Eventually, even if a competitor offers the same type of service, your customer won't be able to enjoy the same level of convenience without taking the time to teach your competitor the lessons your company has already learned. Although the theory behind one-to-one marketing is simple, implementation is complex. Too many companies have jumped on the one-to-one band-wagon without proper preparation--mistakenly understanding it as an excuse to badger customers with excessive telemarketing and direct mail campaigns. The authors offer practical advice for implementing a one-to-one marketing program correctly. They describe four key steps: identifying your customers, differentiating among them, interacting with them, and customizing your product or service to meet each customer's needs. And they provide activities and exercises, to be administered to employees and customers, that will help you identify your company's readiness to launch a one-to-one initiative. Although some managers dismiss the possibility of one-to-one marketing as an unattainable goal, even a modest program can produce substantial benefits. This tool kit will help you determine what type of program your company can implement now, what you need to do to position your company for a large-scale initiative, and how to set priorities. 相似文献
8.
Three out of four acquisitions fail; they destroy wealth for the buyer's shareholders, who end up worse off than they would have been had the deal not been done. But it doesn't have to be that way, argue the authors. In evaluating acquisitions, companies must look beyond the lure of profits the income statement promises and examine the balance sheet, where the company keeps track of capital. It's ignoring the balance sheet that causes so many acquisitions to destroy shareholders' wealth. Unfortunately, most executives focus only on sales and profits going up, never realizing that they've put in motion a plan to destroy their company's true profitability--its return on invested capital. M&A, like other aspects of running a company, works best when seen as a way to create shareholder value through customers. Some deals are sought to help create better value propositions for the business or to better execute current strategies--or to block competitors from doing these things. But most deals are about customers and should start with an analysis of customer profitability. Some customers are deliciously profitable; others are dismal money losers. The better an acquirer understands the profitability of its own customers, the better positioned it will be to perform such analyses on other companies. In this article, the authors show that customer profitability varies far more dramatically than most managers suspect. They also describe how to measure the profitability of customers. By understanding the economics of customer profitability, companies can avoid making deals that hurt their shareholders, they can identify surprising deals that do create wealth, and they can salvage deals that would otherwise be losers. 相似文献
9.
If company leaders were granted a single wish, it would surely be for a reliable way to create new growth businesses. Business practitioners'overwhelming interest in this subject prompted the authors to conduct a three-year study of organizational growth--specifically, to find out which growth strategies were most successful. They discovered, somewhat to their surprise, that even companies in mature industries found rich new sources of growth when they reconfigured their unit of business (what they bill customers for) or their key metrics (how they measure success). In this article, the authors outline these and other moves companies can make to redefine their profit drivers and realize low-risk growth. They offer plenty of real-world examples. For instance: CHANGING YOUR UNIT OF BUSINESS: Once a conventional printing house, Madden Communications not only prints promotional materials for customers but also manages the distribution and installation of those materials on-site. Its revenues grew from dollars 1o million in 1990 to dollars 133 million in 2004, in an industry that many had come to regard as hopelessly mature. IMPROVING YOUR KEY METRICS-PARTICULARLY PRODUCTIVITY: Lamons Gasket, with dollars 80 million in revenues, built a Web site that radically improved its customers' ability to find, order, and pay for goods. The firm's market share rose along with its customer retention rate. The authors also suggest ways to identify your unit of business and associated key metrics and recognize the obstacles to changing them; review the key customer segments you serve; assess the need for new capabilities and the potential for internal resistance to change; and communicate to internal and external constituencies the changes you wish to make in your unit of business or key metrics. 相似文献
10.
Loyalty-based management 总被引:18,自引:0,他引:18
Reichheld FF 《Harvard business review》1993,71(2):64-73
Despite a flurry of activities aimed at serving customers better, few companies have systematically revamped their operations with customer loyalty in mind. Instead, most have adopted improvement programs ad hoc, and paybacks haven't materialized. Building a highly loyal customer base must be integral to a company's basic business strategy. Loyalty leaders like MBNA credit cards are successful because they have designed their entire business systems around customer loyalty--a self-reinforcing system in which the company delivers superior value consistently and reinvents cash flows to find and keep high-quality customers and employees. The economic benefits of high customer loyalty are measurable. When a company consistently delivers superior value and wins customer loyalty, market share and revenues go up, and the cost of acquiring new customers goes down. The better economics mean the company can pay workers better, which sets off a whole chain of events. Increased pay boosts employee moral and commitment; as employees stay longer, their productivity goes up and training costs fall; employees' overall job satisfaction, combined with their experience, helps them serve customers better; and customers are then more inclined to stay loyal to the company. Finally, as the best customers and employees become part of the loyalty-based system, competitors are left to survive with less desirable customers and less talented employees. To compete on loyalty, a company must understand the relationships between customer retention and the other parts of the business--and be able to quantify the linkages between loyalty and profits. It involves rethinking and aligning four important aspects of the business: customers, product/service offering, employees, and measurement systems. 相似文献
11.
The quest for customer focus 总被引:1,自引:0,他引:1
Companies have poured enormous amounts of money into customer relationship management, but in many cases the investment hasn't really paid off. That's because getting closer to customers isn't about building an information technology system. It's a learning journey-one that unfolds over four stages, requiring people and business units to coordinate in progressively more sophisticated ways. The journey begins with the creation of a companywide repository containing each interaction a customer has with the company, organized not by product, purchase, or location, but by customer. Communal coordination is what's called for at this stage, as each group contributes its information to the data pool separately from the others and then taps into it as needed. In the second stage, one-way serial coordination from centralized IT through analytical units and out to the operating units allows companies to go beyond just assembling data to drawing inferences. In stage three, companies shift their focus from past relationships to future behavior. Through symbiotic coordination, information flows back and forth between central analytic units and various organizational units like marketing, sales, and operations, as together they seek answers to questions like "How can we prevent customers from switching to a competitor?" and "Who would be most likely to buy a new product in the future"? In stage four, firms begin to move past discrete, formal initiatives and, through integral coordination, bring an increasingly sophisticated understanding oftheir customers to bear in all day-to-day operations. Skipping stages denies organizations the sure foundation they need to build a lasting customer-focused mind-set. Those that recognize this will invest their customer relationship dollars much more wisely-and will see their customer-focusing efforts pay offon the bottom line. 相似文献
12.
Moore GA 《Harvard business review》2005,83(12):62-72, 150
There are two kinds of businesses in the world, says the author. Knowing what they are--and which one your company is--will guide you to the right strategic moves. One kind includes businesses that compete on a complex-systems model. These companies have large enterprises as their primary customers. They seek to grow a customer base in the thousands, with no more than a handful of transactions per customer per year (indeed, in some years there may be none), and the average price per transaction ranges from six to seven figures. In this model, 1,000 enterprises each paying dollar 1 million per year would generate dollar 1 billion in annual revenue. The other kind of business competes on a volume-operations model. Here, vendors seek to acquire millions of customers, with tens or even hundreds of transactions per customer per year, at an average price of relatively few dollars per transaction. Under this model, it would take 10 million customers each spending dollar 8 per month to generate nearly dollar 1 billion in revenue. An examination of both models shows that they could not be further apart in their approach to every step along the classic value chain. The problem, though, is that companies in one camp often attempt to create new value by venturing into the other. In doing so, they fail to realize how their managerial habits have been shaped by the model they've grown up with. By analogy, they have a "handedness"--the equivalent of a person's right- or left-hand dominance--that makes them as adroit in one mode as they are awkward in the other. Unless you are in an industry whose structure forces you to attempt ambidexterity (in which case, special efforts are required to manage the inevitable dropped balls), you'll be far more successful making moves that favor your stronger hand. 相似文献
13.
In recent years, sales leaders have had to devote considerable time and energy to establishing and maintaining disciplined processes. The thing is, many of them stop there--and they can't afford to, because the business environment has changed. Customers have gained power and gone global, channels have proliferated, more product companies are selling services, and many suppliers have begun providing a single point of contact for customers. Such changes require today's sales leaders to fill various new roles: Company leader. The best sales chiefs actively help formulate and execute company strategy, and they collaborate with all functions of the business to deliver value to customers. Customer champion. Customers want C-level relationships with suppliers in order to understand product strategy, look at offerings in advance, and participate in decisions made about future products--and sales leaders are in the best position to offer that kind of contact. Process guru. Although sales chiefs must look beyond the sales and customer processes they have honed over the past decade, they can't abandon them. The focus on process has become only more important as many organizations have begun bundling products and services to meet important customers' individual needs. Organization architect. Good sales leaders spend a lot of time evaluating and occasionally redesigning the sales organization's structure to ensure that it supports corporate strategy. Often, this involves finding the right balance between specialized and generalized sales roles. Course corrector. Sales leaders must watch the horizon, but they can't take their hands off the levers or forget about the dials. If they do, they might fail to respond when quick adjustments in priorities are needed. 相似文献
14.
Knowing a winning business idea when you see one 总被引:3,自引:0,他引:3
Identifying which business ideas have real commercial potential is fraught with uncertainty, and even the most admired companies have stumbled. It's not as if they don't know what the challenges of innovation are. A new product has to offer customers exceptional utility at an attractive price, and the company must be able to deliver it at a tidy profit. But the uncertainties surrounding innovation are so great that even the most insightful managers have a hard time evaluating the commercial readiness of new business ideas. In this article, W. Chan Kim and Renée Mauborgne introduce three tools that managers can use to help strip away some of that uncertainty. The first tool, "the buyer utility map," indicates how likely it is that customers will be attracted to a new business idea. The second, "the price corridor of the mass," identifies what price will unlock the greatest number of customers. And the third tool, "the business model guide," offers a framework for figuring out whether and how a company can profitably deliver the new idea at the targeted price. Applying the tools, though, is not the end of the story. Many innovations have to overcome adoption hurdles--strong resistance from stakeholders inside and outside the company. Often overlooked in the planning process, adoption hurdles can make or break the commercial viability of even the most powerful new ideas. The authors conclude by discussing how managers can head off negative reactions from stakeholders. 相似文献
15.
Tailored logistics: the next advantage 总被引:11,自引:0,他引:11
How many top executives have ever visited with managers who move materials from the factory to the store? How many still reduce the costs of logistics to the rent of warehouses and the fees charged by common carriers? To judge by hours of senior management attention, logistics problems do not rank high. But logistics have the potential to become the next governing element of strategy. Whether they know it or not, senior managers of every retail store and diversified manufacturing company compete in logistically distinct businesses. Customer needs vary, and companies can tailor their logistics systems to serve their customers better and more profitably. Companies do not create value for customers and sustainable advantage for themselves merely by offering varieties of goods. Rather, they offer goods in distinct ways. A particular can of Coca-Cola, for example, might be a can of Coca-Cola going to a vending machine, or a can of Coca-Cola that comes with billing services. There is a fortune buried in this distinction. The goal of logistics strategy is building distinct approaches to distinct groups of customers. The first step is organizing a cross-functional team to proceed through the following steps: segmenting customers according to purchase criteria, establishing different standards of service for different customer segments, tailoring logistics pipelines to support each segment, and creating economics of scale to determine which assets can be shared among various pipelines. The goal of establishing logistically distinct businesses is familiar: improved knowledge of customers and improved means of satisfying them. 相似文献
16.
M Sawhney 《Harvard business review》2001,79(7):100-8, 145
To be more responsive to customers, companies often break down organizational walls between their units--setting up all manner of cross-business and cross-functional task forces and working groups and promoting a "one-company" culture. But such attempts can backfire terribly by distracting business and functional units and by contaminating their strategies and processes. Fortunately, there's a better way, says the author. Rather than tear down organizational walls, a company can make them permeable to information. It can synchronize all its data on products, filtering the information through linked databases and applications and delivering it in a coordinated, meaningful form to customers. As a result, the organization can present a single, unified face to the customer--one that can change as market conditions warrant--without imposing homogeneity on its people. Such synchronization can lead not just to stronger customer relationships and more sales but also to greater operational efficiency. It allows a company, for example, to avoid the high costs of maintaining many different information systems with redundant data. The decoupling of product control from customer control in a synchronized company reflects a fundamental fact about business: While companies have to focus on creating great products, customers think in terms of the activities they perform and the benefits they seek. For companies, products are ends, but for customers, products are means. The disconnect between how customers think and how companies organize themselves is what leads to inefficiencies and missed opportunities, and that's exactly the problem that synchronization solves. Synchronized companies can get closer to customers, sustain product innovation, and improve operational efficiency--goals that have traditionally been very difficult to achieve simultaneously. 相似文献
17.
The mismanagement of customer loyalty 总被引:16,自引:0,他引:16
Who wouldn't want loyal customers? Surely they should cost less to serve, they'd be willing to pay more than other customers, and they'd actively market your company by word of mouth, right? Maybe not. Careful study of the relationship between customer loyalty and profits plumbed from 16,000 customers in four companies' databases tells a different story. The authors found no evidence to support any of these claims. What they did find was that the link between customers and profitability was more complicated because customers fall into four groups, not two. Simply put: Not all loyal customers are profitable, and not all profitable customers are loyal. Traditional tools for segmenting customers do a poor job of identifying that latter group, causing companies to chase expensively after initially profitable customers who hold little promise of future profits. The authors suggest an alternative approach, based on well-established "event-history modeling" techniques, that more accurately predicts future buying probabilities. Armed with such a tool, marketers can correctly identify which customers belong in which category and market accordingly. The challenge in managing customers who are profitable but disloyal--the "butterflies"--is to milk them for as much as you can while they're buying from you. A softly-softly approach is more appropriate for the profitable customers who are likely to stay loyal--your "true friends." As for highly loyal but not very profitable customers--the "barnacles"--you need to find out if they have the potential to spend more than they currently do. And, of course, for the "strangers"--those who generate no loyalty and no profits--the answer is simple: Identify early and don't invest anything. 相似文献
18.
Preventing the premature death of relationship marketing 总被引:15,自引:0,他引:15
Relationship marketing is in vogue. And why not? The new, increasingly efficient ways that companies have of understanding and responding to customers' needs and preferences seemingly allow them to build more meaningful connections with consumers than ever before. These connections promise to benefit the bottom line by reducing costs and increasing revenue. Unfortunately, a close look suggests that the relationships between companies and customers are troubled ones, at best. Companies may delight in learning more about their customers and in being able to provide features and services to please every possible palate. But customers delight in neither. In fact, customer satisfaction rates in the United States are at an all-time low, while complaints, boycotts, and other expressions of consumer discontent are on the rise. This mounting wave of unhappiness has yet to reach the bottom line. Sooner or later, however, corporate performance will suffer unless relationship marketing becomes what it is supposed to be--the epitome of customer orientation. Ironically, the very things that marketers are doing to build relationships with customers are often the things that are destroying those relationships. Relationship marketing is powerful in theory but troubled in practice. To prevent its premature death, marketers need to take the time to figure out how and why they are undermining their own best efforts, as well as how they can get things back on track. 相似文献
19.
Selling the brand inside 总被引:1,自引:0,他引:1
Mitchell C 《Harvard business review》2002,80(1):99-101, 103-5, 126
When you think of marketing, chances are your mind goes right to your customers--how can you persuade more people to buy whatever it is you sell? But there's another "market" that's equally important: your employees. Author Colin Mitchell argues that executives by and large ignore this critical internal audience when developing and executing branding campaigns. As a result, employees end up undermining the expectations set by the company's advertising--either because they don't understand what the ads have promised or because they don't believe in the brand and feel disengaged or, worse, hostile toward the company. Mitchell offers three principles for executing internal branding campaigns--techniques executives can use to make sure employees understand, embrace, and "live" the brand vision companies are selling to the public. First, he says, companies need to market to employees at times when the company is experiencing a fundamental challenge or change, times when employees are seeking direction and are relatively receptive to new initiatives. Second, companies must link their internal and external marketing campaigns; employees should hear the same messages that are being sent to the market-place. And third, internal branding campaigns should bring the brand alive for employees, creating an emotional connection to the company that transcends any one experience. Internal campaigns should introduce and explain the brand messages in new and attention-grabbing ways and then reinforce those messages by weaving them into the fabric of the company. It is a fact of business, writes Mitchell, that if employees do not care about or understand their company's brands, they will ultimately weaken their organizations. It's up to top executives, he says, to give them a reason to care. 相似文献
20.
Thomke S 《Harvard business review》2003,81(4):70-9, 122
At the heart of business today lies a dilemma: Our economy is increasingly dependent on services, yet our innovation processes remain oriented toward products. Indeed, we have well-tested, scientific methods for developing and refining manufactured goods, but many of them don't seem applicable to the world of services. In this article, Harvard Business School professor Stefan Thomke points out the challenges of applying the discipline of formal R&D processes to services: Because a service often exists only in the moment of its delivery to a customer, it is difficult to isolate in a traditional laboratory. And since many services are tailored to individual buyers at the point of purchase, they can't be tested through large samples. As a result, experiments with new services are most useful when they are conducted live--with real customers engaged in real transactions. But live tests magnify the cost of failure; an experiment that doesn't work may harm customer relationships and even the brand. Given such challenges, it's no surprise that most service companies have not established rigorous, ongoing R&D processes, Thomke says. Here the author provides an in-depth look at a five-step process that Bank of America has used to create new service concepts for retail banking. The company has turned a set of its branches into, in effect, a laboratory where a corporate research team conducts service experiments with actual customers during regular business hours, compares results with those of control branches, and pinpoints attractive innovations for broader rollout. The author describes the program's workings, its successes, and the obstacles the bank faced. The effort reveals what a true R&D operation might look like inside a service business, he concludes. 相似文献