The AI revolution will be ‘virtualized’

Right now, we’re inside a computer program?—Neo (The Matrix, 1999) The 1999 science fiction film The Matrix blurred the lines between the real and the virtual. Less than a quarter of a century later, dramatic advances in AI and digital simulation are disrupting how technology itself is created and used.…

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The generative AI opportunity in airline maintenance

Operating behind the scenes, aircraft maintenance, repair, and overhaul (MRO) is one of the airline industry’s most essential functions. Without it, airlines couldn’t achieve the remarkable feat of safely moving nearly ten million people some 13 billion air miles around the world each day.Today, this indispensable industry is facing unprecedented…

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China Brief: Consumers Are Spending Again (Outside of China)

Now that we’ve concluded the first quarter of 2024, we thought it would be a good opportunity to take stock of the state of consumption in China. In this edition of “China Brief”, we’ll do a quick scan of key macroeconomic indicators and zoom in on some of the core…

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Author Talks: Brand strategist Bonnie Wan on no-regrets living

In this edition of Author Talks, McKinsey head of brand strategy Amanda Lee chats with Bonnie Wan, the head of brand strategy and a partner at Goodby Silverstein & Partners, about her new book, The Life Brief: A Playbook for No-Regrets Living (Simon Element/Simon & Schuster, January 2024). Wan discovered that…

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Playing offense: Industrials staying ahead in the energy transition

The recent market turmoil and ongoing challenges of an accelerated energy transition are putting pressure on all sectors of society, from governments to utilities to consumers—industrials included. Industrials are highly exposed to energy costs and the recent price volatility caused by large disruptions such as the invasion of Ukraine, among…

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Navigating unknowns: Auto insurance questions in a new mobility era

Before the end of this decade, autonomous vehicles (AVs), electric vehicles (EVs), and shared forms of mobility are poised to transform the mobility landscape. How will the auto insurance landscape evolve to adapt to this wave of disruption? This is a large question with many, many answers. At ITC Vegas…

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The state of cloud computing in Europe: Increasing adoption, low returns, huge potential

On the surface, the cloud journey for many European companies is an impressive story. A stunning 95 percent of European companies in our recent survey say they’re capturing value from cloud, and more than one in three say they intend to have more than half of their workloads on cloud.…

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Impacting audiences across the globe: CEO Excellence revisited

McKinsey’s Carolyn Dewar, Scott Keller, and Vik Malhotra chat with McKinsey Global Publishing leader Raju Narisetti about the global impact of their best-selling book, CEO Excellence: The Six Mindsets That Distinguish the Best Leaders from the Rest (Scribner/Simon & Schuster, March 2022), and reflect on why the book is as…

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How to bridge the experience gap by supporting nurses of all tenures

From baby boomers to Gen Zers, the question of how the four generations comprising today’s workforce can best work together gets a lot of attention. Personal and professional experiences, levels of training, employer expectations, and career outlook can vary across generations. In nursing, tenure is a particularly nuanced factor that…

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McKinsey Global Private Markets Review 2024: Private markets in a slower era

At a glance Macroeconomic challenges continued If 2022 was a tale of two halves, with robust fundraising and deal activity in the first six months followed by a slowdown in the second half, then 2023 might be considered a tale of one whole. Macroeconomic headwinds persisted throughout the year, with…

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How shockproof is your supply chain, really?

While global trade has risen dramatically since the 1990s and has continued to improve the lives of millions of people, geopolitical concerns have lately been rising too. Terms such as “reshoring” and “friendshoring” have seen increased use in corporate presentations by more than 20-fold in the past few years. For…

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How to prepare for the CFO role

A few years into his tenure in treasury at PepsiCo, Arun Nayar realized that to rise higher, he would need to supplement his financial expertise with operational know-how. To get that experience, he persuaded the company’s leaders to give him a lateral role overseeing finance in the global operations division,…

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Rethinking organizational health for the new world of work

‘The OHI is like an MRI,’ says McKinsey partner Bryan Hancock on this episode of McKinsey Talks Talent. He joins partner Brooke Weddle and global editorial director Lucia Rahilly to discuss McKinsey’s recently updated Organizational Health Index: how it works, what has changed, and why it’s still among the best predictors of…

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Generative AI: The next S-curve for the semiconductor industry?

As generative AI (gen AI) applications such as ChatGPT and Sora take the world by storm, demand for computational power is skyrocketing. The semiconductor industry finds itself approaching a new S-curve—and the pressing question for executives is whether the industry will be able to keep up. Leaders are responding by…

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Economic conditions outlook, March 2024

Executives’ latest views on the global economy and their countries’ economies lean much more positive than they did at the end of 2023. In the latest McKinsey Global Survey on economic conditions, the outlook on domestic conditions in most regions has become more hopeful, despite ongoing shared concerns about geopolitical…

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Pali Bhat on building intelligent products

In this episode of McKinsey on Building Products, a podcast dedicated to the exploration of software product management and engineering, McKinsey senior partner Chandra Gnanasambandam and partner Rikki Singh sits down with Pali Bhat, chief product officer of Reddit. Bhat has been at the forefront of product innovation for several…

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Author Talks: Charles Duhigg on how the best communicators ‘click’

Connecting with others can feel like an art, but it’s also a science. In this edition of Author Talks, McKinsey Global Publishing’s Lucia Rahilly chats with Charles Duhigg, a New York Times best-selling author and writer for the New Yorker, about his new book, Supercommunicators: How to Unlock the Secret…

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Sustainable style: How fashion can afford and accelerate decarbonization

Fashion brands, big and small, have made ambitious, public commitments to creating more sustainable apparel by 2030. But keeping pace with their decarbonization commitments has been a challenge across the industry. About two-thirds of brands, according to a new McKinsey analysis, are behind on their own decarbonization schedules, and 40…

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An update on European consumer sentiment: Proceeding with caution

In the first quarter of 2024, consumers in Europe once again reported having mixed feelings about the economy, but their concerns didn’t stop them from spending on discretionary items. Travel and self-care were two categories that these consumers expressed interest in. Even so, cautious consumers continued to trade down. The…

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MLOps so AI can scale

Building advanced AI is like launching a rocket. The first challenge is to maximize acceleration, but once it starts picking up speed, you also need to focus on steering.Jaan TallinnFor AI/ML to make a sizable contribution to a company’s bottom line, organizations must scale the technology across the organization, infusing…

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Choose the right transformation ‘bite size’

Pick battles big enough to matter and small enough to win.Jonathan Kozol Many companies set their digital and AI transformations up to struggle from the start by getting the scope of the change wrong. Some companies start too small, believing an incremental approach will lower risk. This is a mistake.…

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Investing in productivity growth

At a glance The past quarter century has been a success story for global productivity. Median economy productivity has jumped sixfold. Thirty emerging economies, with 3.6 billion people, are in the “fast lane” of improvement; if they maintained this pace, they would converge to advanced-economy productivity levels within roughly the…

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How playing offense on sustainability can power e-commerce performance

The business case for marketplace sustainability is now well established: sustainability leaders decarbonize faster, enjoy higher multiples, and see stronger growth in their sustainable product lines. But how can marketplaces effectively attract customers to their sustainable offerings? McKinsey research shows that some features are more powerful than others in driving…

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Making green logistics services profitable

Both customers and regulators have signaled a strong desire for logistics providers to reduce their emissions. The market for green logistics, while still nascent, could expand quickly. Based on the Scope 3 reduction targets and logistics needs of about 2,800 of the world’s largest companies across industries, we estimate the…

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What is prompt engineering?

An old fashioned type writer with a sheet of paper advancing from it. The paper has the pattern of a brain made of recently typed letters imprinted upon it. Let’s say you’re making spaghetti marinara for dinner. Sauce from a jar is perfectly fine. But what if you buy your…

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What is artificial general intelligence (AGI)?

A profile of a 3d head made of concrete that is sliced in half creating two separate parts. Pink neon binary numbers travel from one half of the a head to the other by a stone bridge that connects the two parts.You’ve read the think pieces. AI—in particular, the generative…

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Novel proteins: Consumer appetite for sustainably made ingredients

Ingredients made with biotechnology could play an important role in the future of food—and they’re beginning to come to market. Over the past five years, $4 billion has been invested to develop novel ingredients ranging from mycelium proteins to animal-free eggs. These ingredients are made through fermentation to create proteins…

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Shaping tomorrow’s talent agenda for the public sector

Globally, we face major demographic shifts that offer both daunting challenges and transformational opportunities for the future. There are specific ramifications for workforce composition and service delivery in the public sector. In particular, communities are better served when organizations reflect their constituents, paying special attention to the changing needs and…

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Global Economics Intelligence executive summary, February 2024

Consumers remain upbeat as retail sales in the main economies show steady growth, despite elevated prices (Exhibit 1). Growing sentiment in the US saw the Consumer Confidence Index (Conference Board) rise to 114.8 in January, up from a revised 108.0 in December. By contrast, consumer confidence in Brazil dropped to…

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Seizing opportunities amid the agtech capital drought

As the agriculture technology (agtech) industry adapts to a new normal in fundraising—and a vastly different macroeconomic climate than in years past—investment opportunities are slowly starting to emerge. Instead of waiting on the sidelines for conditions to stabilize, strategic companies and financial investors can use this limited window of opportunity…

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Better together: Process and task mining, a powerful AI combo

How do you create a superior customer experience while also improving cost efficiency, productivity, and employee experience? The tension between service and cost is a perennial challenge for organizations, and it becomes particularly acute during periods of economic uncertainty. Many companies are finding themselves in such a period right now.…

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The human side of generative AI: Creating a path to productivity

Ever since OpenAI’s ChatGPT exploded into public view in late 2022, the possibilities of generative AI (gen AI) have captured imaginations throughout the business world. When it comes to crafting an effective talent strategy, organizations have focused mostly on how gen AI can increase productivity levels. This is understandable, given…

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Southeast Asia quarterly economic review: Proving resilient

Southeast Asia’s economies exhibited robust performance in the fourth quarter 2023. GDP grew in all economies, with growth in Indonesia, Singapore, Thailand, and Vietnam increasing during this period, while Malaysia and the Philippines recorded slower growth (Exhibit 1). Strong domestic demand, backed by stable employment prospects and easing prices, along…

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Mapping the road to prosperity and parity for Black and Latino residents across America

At a glance More than two-thirds of Black and Latino US residents live in the nation’s largest cities, compared to less than half of White residents. While this means some of the issues and barriers facing these two groups are highly concentrated, solutions also can be highly targeted. Nowhere do…

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Insights to Impact: A weekly briefing on creating sustainable and inclusive growth

Subscribe to get the Insights to Impact briefing in your inbox weekly March 14, 2024 This week’s headline findings: Customer demands. Organizational customer care leaders find themselves trapped in no-man’s-land as they balance preparing for an AI-enabled future with managing escalating customer expectations in a rapidly digitizing contact center environment.…

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Implementing generative AI with speed and safety

Generative AI (gen AI) presents a once-in-a-generation opportunity for companies, with the potential for transformative impact across innovation, growth, and productivity. The technology can now produce credible software code, text, speech, high-fidelity images, and interactive videos. It has identified the potential for millions of new materials through crystal structures and…

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Working nine to thrive

At a glance Health can be meaningfully modified by factors outside traditional healthcare systems, including work factors. Employers have considerable opportunities to improve health through six modifiable drivers: social interaction, mindsets and beliefs, productive activity, stress, economic security, and sleep. Globally, improving employee health and well-being could create $3.7 trillion…

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The future of Medicare Advantage

This year US health insurers have to navigate strong crosscurrents from demographic shifts, regulatory changes, and member preferences. How they react now can have an impact for years to come. By Gabe Isaacson, Dan Jamieson, Sonja Pedersen-Green, and Cara Repasky The undeniable story of early 2024 for US health insurers…

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Where is customer care in 2024?

Customer care leaders are facing their greatest challenge in decades. They must prepare their organizations for an AI-enabled future while simultaneously meeting tough commercial targets and rising customer expectations. Our latest global survey suggests that many companies are struggling on all these fronts.Major disruptions are always painful, and the transition…

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What can we expect in China in the year of the dragon?

As 2024 gains momentum, it’s significant to note that this year is marked by the Year of the Dragon according to the Chinese zodiac. The dragon, symbolizing strength and good fortune, frames the backdrop for China’s journey forward after a challenging 2023. The previous year saw China navigating the aftermath…

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