Digital twins: The key to unlocking end-to-end supply chain growth

The post-COVID-19 era has created lasting fissures in the supply chain. Amid increasing globalization, rising customer expectations, and double-digit shipping growth, supply chain organizations—not just manufacturers and suppliers but also the warehouses and transporters they rely on—are under duress. They grapple with issues related to operational efficiency, demand forecasting, inventory…

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How AI enables new possibilities in chemicals

It has been nearly two years since the launch of ChatGPT and other generative AI (gen AI) tools that revolutionized the way AI is perceived and consumed by industries, businesses, and other users. In that time, McKinsey experts estimate the capabilities unlocked by gen AI have helped accelerate levels of…

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What works—and doesn’t—in performance management

Much has been written on performance management. Why do so many employees still find it bureaucratic and unfair? On this episode of McKinsey Talks Talent, talent experts Bryan Hancock and Brooke Weddle speak with global editorial director Lucia Rahilly about new research on what drives performance: what motivates employees most, what matters…

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Global Insurance Report 2025: The pursuit of growth

For an industry focused on mitigating risk and providing protection, the world’s insurers are enduring a particularly volatile age. The macroeconomic picture is mixed, with inflation stubbornly high and interest rates uncertain. Consumer confidence remains shaky, even though the economic growth cycle appears to have bottomed out. Geopolitical instability remains…

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Global Insurance Report 2025: Searching for profitable growth in commercial lines

This article is an in-depth analysis of commercial property and casualty insurers, one of three sections in the Global Insurance Report 2025.In an industry that revolves around reducing uncertainty for customers, commercial property and casualty (P&C) insurers are themselves confronting macroeconomic uncertainty across multiple fronts. Inflation has remained stickier than…

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What is biodiversity?

A male Eastern Bluebird perched on top of a mossy branch and set against a light blue background. Biodiversity refers to the full variety of life on Earth, from bacteria and plants to animals and entire ecosystems, such as mangrove forests or coral reefs. A wide range of flourishing flora…

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Delivering the strategy: The COO agenda

We’ve all heard someone say that something is “on” or “part of” the COO agenda. But all too often, what that means is unclear. Indeed, in a recent roundtable discussion, few COOs said that they had taken the time to think through and define their agenda. Part of the reason…

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China Brief: China Consumption – Momentum Amid Uncertainty

Since my last China Brief, consumption has gained momentum, particularly with the unveiling of a series of economic stimulus measures since September 24. The highly anticipated annual Double 11 Shopping Festival, which ended on November 11, well exceeded industry expectations, further fueling excitement among industry executives around the pickup in…

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Robert Chatwani on product-led sales, a new growth frontier

In this episode of McKinsey on Building Products, a podcast dedicated to the exploration of software product management and engineering, McKinsey partner Rikki Singh speaks with Robert Chatwani, president of growth at Docusign. Chatwani’s decades-long career has focused on the marriage of the marketing and growth functions to create more-compelling…

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Is your organization healthy? Find out with this quiz

Organizational health is crucial to long-term performance, yet it is a moving target. For more than 20 years, McKinsey’s Organizational Health Index (OHI) has examined the practices and outcomes that lead to better health (exhibit). Through extensive research that yielded our latest OHI insights, we identified emerging and evolving trends…

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The cybersecurity provider’s next opportunity: Making AI safer

The rapid advancement of AI and generative AI (gen AI) is fundamentally transforming the cybersecurity landscape, presenting both opportunities and challenges for cybersecurity providers. As more organizations in both the private and public sectors use AI to enhance their operations, they risk inadvertently introducing new cyber-related threats. This is creating…

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What are AI guardrails?

A pair of red and white concrete road barriers aligned on a street against a light blue background. You know about guardrails on the highway: barriers along the edge of the road that protect vehicles from veering off course and into danger. With the advent of generative AI (gen AI),…

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Adding a powerful new tool to the field mechanic’s toolbelt: AI

On this page: Opportunity | Solution | Impact 0Kdocumentseasily searchable in database$0K+per hourestimated saved via recouped downtime0%improvement inapprox. 1st-time resolution rates The Opportunity Enhancing field service support with generative AI Ascendum is a Portugal-based global provider of machinery and equipment for the construction, infrastructure, haulage, and agriculture sectors. The company…

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The State of Fashion 2025: Challenges at every turn

Although hard to predict, even in the best of times, the fashion industry is in for a particularly tumultuous and uncertain 2025. A long-feared cyclical slowdown has arrived. Consumers, affected by the recent period of high inflation, are increasingly price sensitive. There is also the surprising rise of dupes, the…

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Key considerations for CEOs in the oil and gas sector

The demand for oil and gas has returned to prepandemic levels; however, the energy transition is expected to change the demand trajectory for the industry over the medium- to long term. For oil, under all bottom-up scenarios modeled in our recent Global Energy Perspective 2024 report, demand is projected to…

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Varun Parmar on how CPOs are shaping the future of sales

In this episode of McKinsey on Building Products, McKinsey’s podcast on software product management and engineering, McKinsey partner Rikki Singh speaks with Varun Parmar, general manager of Adobe. Throughout his career, Parmar has led product teams at technology companies that are leaders in product-led growth (PLG), such as Box, Miro,…

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What are natural climate solutions?

A 3D rendering of light bulb covered with green grass and blooming yellow flowers against light gray backgroundAs with many aspects of modern life, technology has a significant role to play in tackling climate change—arguably the greatest challenge our species has ever faced. But to avoid the most devastating effects of…

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How banks can supercharge technology speed and productivity

Technology has reshaped banking. Traditional financial institutions have grown their technology teams and are demanding more from them than ever before. Technology teams build innovative new products such as AI-enabled personalized customer experiences, digital payments, and analytics-driven cross-selling. They integrate acquisitions, automate back-office processes, and securely manage vast amounts of…

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Overcoming sub-Saharan Africa’s health workforce paradox

Mustering adequate human resources for healthcare is a significant challenge for most health systems globally. Everywhere you look, countries are facing shortages in qualified healthcare personnel, uneven distribution of workers, inadequate training, and challenging work environments. These issues are most acute in low- and middle-income countries, particularly in Africa, which…

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The productivity imperative for Australian general insurance

Australia’s general insurers have been facing more frequent and more severe natural disasters, rapid inflation of claims costs, and increased scrutiny from regulators—all while trying to achieve sustainable financial performance. At the same time, the cost of insurance has become increasingly unaffordable for consumers. Insurers trying to outperform in this…

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What is retrieval-augmented generation (RAG)?

A golden outline of a speech bubble is filled with a jumble of colorful, balloon-like spheres. The spheres vary in size, color, and texture, and the image is set against a light-gray background. In recent years, large language models (LLMs) have made tremendous progress in their ability to generate content.…

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What I learned from Daniel Kahneman

One night, over dinner, Daniel Kahneman changed my perspective on value creation. Why do so many people, including leaders of large corporations, draw back from acting more boldly, even when taking incremental risks can create much greater returns? And perhaps more important: Can anything be done about it? Kahneman explained…

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