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AI already is being used in some areas of process improvement, and the usage of this technology — including generative AI — promises to grow. That’s because it can perform tasks faster and much less expensively than humans alone. But it will never fully replace people — and that poses management challenges.
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In the decades since the Army created the After Action Review (AAR), businesses have embraced the practice as a way of learning from both failure and success. But all too often the practice gets reduced to nothing more than a pro forma exercise. The authors of this article describe the history and philosophy of the original AAR, debunk three myths about the practice that impede its proper use, and finally suggest three improvements that can help business leaders make the most of it.
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Executives need to be a cross between Spider-Man and Simone Biles
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Mark Johnson wants to beat the United States Department of Agriculture at its own game: predicting yields of America's crops. The USDA puts boots on the ground, deploying hundreds of workers to...
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As last year began, the app developer Pixite held its company retreat at a converted Old West movie set outside of Palm Springs. They spent a few days dreaming about the future while eating...
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This is the last in a series on the four aspects of VUCA, a framework used by the U.S. military to describe the environment in terms of volatility, uncertainty, complexity, and ambiguity. Diversity and global reach introduce ambiguity to the environment; therefore opportunities and challenges must be appreciated from multiple aspects, not just our own […]
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This is the third in a series on the four aspects of VUCA, a framework used by the U.S. military to describe the environment in terms of volatility, uncertainty, complexity, and ambiguity. Our complex environment demands a perspective that goes beyond viewing threats and opportunities as collective; we must see them as interactive. Leading through […]
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This post is part of an HBR Spotlight examining leadership lessons from the military. It’s the second in a series on the four aspects of VUCA, a framework used by the U.S. military to describe the environment in terms of volatility, uncertainty, complexity, and ambiguity. The frenetic pace of our environment, brought on by volatility, […]
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This post is part of an HBR Spotlight examining leadership lessons from the military This is the first in a series on the four aspects of VUCA, a framework used by the U.S. military to describe the environment in terms of volatility, uncertainty, complexity, and ambiguity. Do challenges and opportunities that once took days or […]
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The Knowledge-Creating CompanyNonaka, I. - 2007, July 1 - Harvard Business Review, July–August 2007
Editor’s Note: This 1991 article helped popularize the notion of “tacit” knowledge—the valuable and highly subjective insights and intuitions that are difficult to capture and share because people carry them in their heads. Years later, the piece can still startle a reader with its views of organizations and of the types of knowledge that inform […]
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After-action reviews identify past mistakes but rarely enhance future performance. Companies wanting to fully exploit this tool should look to its master: the U.S. Army’s standing enemy brigade, where soldiers learn and improve even in the midst of battle.