By making it vastly easier and cheaper to improve or create products and services that previously required significant human labor and creativity, generative AI has the potential to disrupt or even commoditize many businesses. Some companies will be able to gain an edge by leveraging publicly available generative AI tools better or faster than their competitors. But that advantage will be only temporary, and using the tools will soon become table stakes. This means established companies will have to rethink their business strategies and find new ways to add value to their offerings. In this article, the authors consider which types of businesses have the greatest potential to gain competitive advantage from generative AI and which are most likely to be disrupted. They also offer guidance for implementing AI across three levels of sophistication that correspond to an increasingly powerful advantage.

Many internet superstars owe much of their success to the active and passive contributions made by countless people from outside their organizations. Think, most obviously, of Facebook profiles, eBay goods, YouTube videos, Wikipedia entries, and, less obviously, of the aggregated buying behavior underlying Amazon recommendations and the donated use of personal-computer resources underpinning Skype's internet-based phone network. Cook, the founder of Intuit (maker of financial software products such as Quicken and TurboTax), challenges traditional companies to tap this emerging source of value by actively creating what he calls user contribution systems. The user can be a customer, employee, sales prospect - or someone with no previous connection to the company at all. The contribution can be actively offered work, expertise, or information, as well as passive or even unknowing contributions, such as behavioral data that are gathered automatically as a by-product of a transaction or an activity. The system is the method, usually internet based, by which contributions are aggregated and made useful to others. Such a system creates value for a business as a consequence of the value it delivers to customers. In this article, Cook describes the personal journey that led him to see the tremendous value in user contributions. He creates a taxonomy of the systems that can capture user contributions and shows the variety of ways in which companies from Honda to Procter & Gamble to Hyatt Hotels are leveraging them. And, drawing on his successes and failures in trying to put them to work at Intuit, he offers advice on how business leaders can catalyze action to create user contribution systems in their own organizations.

Ted Levitt used to tell his Harvard Business School students, "People don't want a quarter-inch drill--they want a quarter-inch hole." But 35 years later, marketers are still thinking in terms of products and ever-finer demographic segments. The structure of a market, as seen from customers' point of view, is very simple. When people need to get a job done, they hire a product or service to do it for them. The marketer's task is to understand what jobs periodically arise in customers' lives for which they might hire products the company could make. One job, the "I-need-to-send-this-from-here-to-there-with-perfect-certainty-as-fast-as-possible" job, has existed practically forever. Federal Express designed a service to do precisely that--and do it wonderfully again and again. The FedEx brand began popping into people's minds whenever they needed to get that job done. Most of today's great brands--Crest, Starbucks, Kleenex, eBay, and Kodak, to name a few--started out as just this kind of purpose brand. When a purpose brand is extended to products that target different jobs, it becomes an endorser brand. But, over time, the power of an endorser brand will surely erode unless the company creates a new purpose brand for each new job, even as it leverages the endorser brand as an overall marker of quality. Different jobs demand different purpose brands. New growth markets are created when an innovative company designs a product and then positions its brand on a job for which no optimal product yet exists. In fact, companies that historically have segmented and measured markets by product categories generally find that when they instead segment by job, their market is much larger (and their current share much smaller) than they had thought. This is great news for smart companies hungry for growth.