Roadmap for AI-driven work redesigning

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Executive Summary Artificial Intelligence has become one of the most significant drivers of business transformation. Yet despite substantial investments in AI technologies, many organizations struggle to generate measurable business value. The challenge is no longer access to AI—it is the ability to redesign work around it. The previous articles in this research series established two […]

How Leading Companies Are Redesigning Work with AI: Lessons from Successful AI Transformations

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Executive Summary Artificial Intelligence is transforming businesses across every industry, yet technology alone does not create competitive advantage. While AI has become widely accessible, leading organizations are differentiating themselves by redesigning how work is performed rather than simply deploying AI tools. This article examines five organizations—Klarna, Microsoft, Morgan Stanley, Siemens, and Unilever—to understand how they […]

The AI-First Organization: Redesigning Work for Human–AI Collaboration

Executive Summary The first wave of Artificial Intelligence transformed how individuals work. The next wave will transform how organizations operate. Today, AI is widely available. Employees can generate content, analyze data, write software, and automate routine tasks using generative AI tools. However, despite rapid AI adoption, many organizations continue to operate with the same workflows, […]

AI Business Tranformation in general

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Introduction Artificial Intelligence has become one of the fastest-adopted enterprise technologies in history. According to the latest global survey by McKinsey & Company, 78% of organizations now use AI in at least one business function, while 71% regularly use generative AI. Despite this rapid adoption, most organizations remain in the early stages of capturing measurable […]