How Ventas used machine learning and AI to create a net-zero plan

Ventas, Inc. is a real estate investment trust (REIT) and S&P 500 company that occupies an essential role in the longevity economy. With roughly 1,400 properties in the United States, Canada, and the United Kingdom, the company’s portfolio serves a large and growing aging population. Among its assets are senior…

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A data leader’s operating guide to scaling gen AI

After almost two years of infatuation with generative AI (gen AI), companies are moving past the honeymoon phase to embrace the work that matters most: creating value from this tantalizing technology. Expectations are high. A recent McKinsey Global Survey found that 65 percent of companies across sizes, geographies, and industries now…

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Five fundamental truths: How B2B winners keep growing

Amid today’s economic uncertainty, the B2B landscape is undergoing significant transformation. Fueled by rapid integration of digital technologies, sellers continue to invest, innovate, and experiment with how they present their offerings. Their B2B customers are shifting toward consumer-like purchasing behavior. They’re also demanding a much more sophisticated buying experience and…

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A new dawn for the technology officer

A new era of technological change is ushering the technology officer to the center stage, and expectations are high. Companies want their chief information officers (CIOs), chief technology officers (CTOs), and chief digital and information officers (CDIOs) to deliver on the often-elusive goal of turning the promise of tech into…

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The beauty boom and beyond: Can the industry maintain its growth?

In 2023, global beauty market retail sales grew to $446 billion, up 10 percent from 2022. In the year since the release of our inaugural state of beauty report, published in collaboration with The Business of Fashion in May 2023, the industry—comprising fragrance, makeup, skin care, and hair care—beat expectations…

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Innovation hubs: How GCCs are shaping the future of business

Enterprises are looking to Global capability centers (GCCs) as critical innovation hubs to stay ahead in the competitive landscape, but the difficulty lies in aligning strategic priorities with the capabilities of GCCs to maximize their impact. In this episode of McKinsey Talks Operations, host Daphne Luchtenberg is joined by McKinsey…

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Asia–Pacific’s family office boom: Opportunity knocks

According to McKinsey analysis, between 2023 and 2030, ultra-high-net-worth (UHNW) and high-net-worth (HNW) families in the Asia–Pacific region are set to experience an intergenerational wealth transfer estimated at $5.8 trillion. UHNW families are expected to account for about 60 percent of the total wealth transfer (Exhibit 1), and many are…

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HR leaders’ role in M&A: An interview with Lisa Blair Davis

The HR function plays an important—if often unrecognized—role in M&A. When it comes to bringing together separate businesses, structures, and cultures, “people make all the difference,” says Lisa Blair Davis, the global head of HR for Johnson & Johnson (J&J) MedTech. Davis has seen and helped drive substantial growth in…

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Going all in: Why employee ‘will’ can make or break transformations

Lasting performance improvements that establish a competitive advantage: What organization doesn’t want that? For a company undergoing transformation, cultivating employee “will” to change the way it operates is critical for success. Organizations that focus on generating this will, along with building critical skills, executing with rigor, and setting a holistic…

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A look at the technology trends that matter most

Innovation and interest in the tech sector remain strong, despite market challenges and dips in investment. On this episode of The McKinsey Podcast, McKinsey technology experts Lareina Yee and Roger Roberts share findings from the McKinsey Technology Trends Outlook 2024 report. They talk with editorial director Roberta Fusaro about where innovation is…

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What the real estate industry needs to know about experiential retail

Experiential retail is a growing way for retailers to draw in shoppers, increase omnichannel sales, and build their brands. Real estate owners and operators that can attract experiential retailers can benefit in multiple ways. Here’s what it takes. Katy McLaughlin: What is experiential retail? Colleen Baum: It’s a format designed…

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Diversifying global supply chains: Opportunities in Southeast Asia

The global supply chain is constantly changing, shaped by manufacturers around the world striving to limit risk, build resilience, manage costs, and explore new markets for production. As many manufacturers seek to reduce their dependence on a single supply source, Southeast Asia is emerging as a prominent manufacturing hub, reflected…

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CEO and chairman Sean Doyle on British Airways’ transformation

Sean Doyle has spent most of his career at British Airways (BA) and was appointed CEO in October 2020 during the COVID-19 pandemic. Since then, Doyle has been focused on rebuilding the company to create a better BA for the airline’s colleagues and customers. Earlier this year, he announced a…

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Retail’s outperformers: Lessons in value creation

When it comes to value creation, retailers have never had it easy. The challenges are well-known: consumer preferences and behaviors are fast changing and rarely predictable. Many retail businesses are highly dependent on supplier actions—a fact that’s become evident to consumers in recent years as supply chain disruptions resulted in…

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Asia: The epicenter of global trade shifts

The world remains deeply connected by virtue of global trade, but the geometry of economies’ connections has been shifting. Some major economies are moving toward trading more with geopolitically closer partners, while others continue to deepen their international trade networks both geographically and across the geopolitical spectrum. Asia is at…

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Transforming Central America’s workforce and productivity with gen AI

The business world is still coming to grips with the seismic potential of generative AI (gen AI). According to the McKinsey Global Institute, the technology could contribute $2.6 trillion to $4.4 trillion annually to the global economy. In addition, 50 percent of work activities could be automated from 2030 to…

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The gen AI skills revolution: Rethinking your talent strategy

If every company needs to be a software company, do you have a software organization that can deliver? The answer to that question could be decisive for the future of many companies.The ability to compete depends increasingly on how well organizations can build software products and services. Already, nearly 70 percent…

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How Asia is harnessing AI for social good

The UN Sustainable Development Goals were set to be achieved by 2030—yet only 17 percent of SDG targets are on track. In Asia, research has shown that the region will only achieve the SDGs by 2062 if it carries on its present trajectory. Can AI play a meaningful role in…

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An AI platform tailored for the enterprise

Cohere is carving a name for itself in the exploding AI market by focusing squarely on business clients and collaborating with major companies such as Google, Amazon, Oracle, and Microsoft, among others. Founded in 2019 by college friends Aidan Gomez, Nick Frosst, and Ivan Zhang, the company maintains offices in…

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A board-level view of cyber resilience

Amid growing corporate and public sector cyber breaches and recent high-profile technology outages, significant changes are occurring in both the role of boards in cybersecurity and within the cybersecurity industry itself. In this interview, McKinsey’s Sean Brown speaks with Vinnie Liu, the cofounder and CEO of the cybersecurity firm Bishop…

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The energy transition: Where are we, really?

Almost nine years after the landmark Paris Agreement and nearly halfway through what has been called a “decisive decade” for climate change, the world stands at a critical juncture in their transition away from fossil fuels. Translating into action the ambitious climate targets that have been put in place by…

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Building a modern mining company: Interview with Neal Froneman

To power the energy transition, mining companies will need to pivot toward producing critical minerals such as copper, lithium, and rare earth elements, which are essential components of electric vehicles, solar panels, and more. Meanwhile, industry leaders are contending with legacy issues on environmental, social, and governance (ESG) topics and…

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Approaching generative AI with a beginner’s mindset

Applying a growth mindset is the best way for businesses to approach the rapid changes born of generative AI (gen AI), says Clara Shih, CEO of Salesforce AI and today’s guest on this episode of the At the Edge podcast. Shih speaks with McKinsey senior partner Lareina Yee about the transformative…

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Global Economics Intelligence executive summary, July 2024

Despite current geopolitical tensions, the global economy remains resilient. Economic growth in surveyed economies is accelerating, as growth in both the manufacturing and services sectors picked up in June. Manufacturing growth was largely stable (except in the eurozone, where it contracted faster) while services sectors remained bright, albeit expanding at…

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Pixels of Progress: A granular look at Vietnam’s development journey

A country level perspective of Vietnam can provide a good, general overview of what is taking place in the country—just imagine what a pixelated breakdown 230 times more granular could reveal. Such a granular deep dive is now available with a new dataset, Pixels of Progress, compiled by the McKinsey…

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Reimagining insurance with a comprehensive approach to gen AI

Despite forging ahead with generative AI (gen AI) use cases and capabilities, many insurance companies are finding themselves stuck in the pilot phase, unable to scale or extract value. Jörg Mußhoff sat down with Cameron Talischi and Khaled Rifai to discuss how organizations can escape “pilot purgatory” by leveraging traditional AI…

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What employees say matters most to motivate performance

The past few years have been a confounding time in performance management. Disruptions of long-standing workplace norms have led many employees to rethink their expectations of employers regarding remote work, employee burnout, and work–life balance. Compounding these challenges, an inflationary economy and a slower hiring market have put pressure on employers…

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Helping India’s e-commerce leapfrog into the future

In this episode of The Committed Innovator, McKinsey innovation leader Erik Roth speaks with Shiprocket cofounder and CEO Saahil Goel about how he built his e-commerce logistics company into a highly successful platform that is helping launch new entrepreneurs all over India. This is an edited transcript of their discussion.…

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The versatile leader: How learning to adapt makes CEOs better

Some of the most innovative and creative people in history succeeded because they were versatile. They were able to master more than one discipline and then combine them to forge new ideas and inventions. Benjamin Franklin, for instance, the quintessential Renaissance man, was a writer, printer, scientist, and politician. He…

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From promising to productive: Real results from gen AI in services

Generative AI (gen AI) could provide the productivity boost operations leaders have hoped for, as well as a means to fight cost pressures—if only leaders could get going. McKinsey’s latest tech trends research finds that only 11 percent of companies worldwide are using gen AI at scale.Operations is a major gap:…

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Prudential embraces customer centricity: An interview with Priscilla Ng

As Prudential plc embraces digital transformation, the 176-year-old insurance company finds itself navigating a delicate balancing act: harmonizing the power of AI with a human touch, essential to delivering exceptional customer experiences. Prudential prioritizes data-driven insights to offer customers more-personalized, proactive, and efficient services and drive sustainable growth across global…

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Shiny objects: Insurance productivity in an era of AI and automation

The emergence of AI and generative AI (gen AI) has brought new energy to the age-old conversation about productivity. In this episode of the McKinsey on Insurance podcast, McKinsey senior partner Jörg Mußhoff sits down with partners Elena Pizzocaro and Selim Sulos to discuss why revisiting insurance productivity is at the top…

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How innovation can accelerate industry momentum

People often speak of industry momentum as if it were a force of nature independent of individual companies’ actions—like the mysterious “ether” scientists once believed filled the universe and allowed light to travel. While demographics and macroeconomic factors outside organizations’ control do contribute to momentum, the trajectory and pace of…

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The hard stuff: Navigating the physical realities of the energy transition

At a glance The energy transition is in its early stages, with about 10 percent of required deployment of low-emissions technologies by 2050 achieved in most areas. Optimized over centuries, today’s energy system has many advantages, but the production and consumption of energy accounts for more than 85 percent of…

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German healthcare in the postpandemic era: Physician insights

The German healthcare system, renowned for its efficiency and quality of care, is at a critical juncture in the postpandemic era. The results of a McKinsey survey of physicians in Germany highlight substantial challenges that could be affecting the quality and reliability of patient care (see sidebar, “Research methodology”). The…

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Deconstructing silos to discover savings: The end-to-end excellence playbook for retailers

The squeeze on retailers’ profits is tighter than ever. And while some retailers are struggling to eke out value, the best are pulling away from the rest (Exhibit 1). Those that are left behind have already picked the low-hanging fruit to combat the sector’s headwinds: they have tried to solve…

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US banks’ commercial deposits are back on a path to growth

US banks’ deposit operations have experienced a difficult few years, with total deposit balances declining 7 percent between the first quarter of 2022 and the third quarter of 2023. In 2022, the US Federal Reserve began pursuing quantitative tightening (QT), or reducing its balance sheet by not reinvesting all the…

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Generative AI: How will it affect the future of work in Australia?

With between 79 and 98 percent of jobs in Australia predicted to be automated by 2030, enabling vast productivity gains, how will this change the nature of work? Generative AI (gen AI) will have different effects on different sectors; however, early adopters in any sector can drive positive change—at the…

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Delivering on construction productivity is no longer optional

When it comes to creating a more sustainable future, the construction industry has a great role to play. On top of fulfilling critical economic and societal needs for offices, housing, hospitals, and infrastructure, the industry can help meet net-zero goals by 2050 by developing and executing the needed projects, including…

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The key to accelerating AI development? Pragmatism plus imagination

While AI continues to influence the way we work in exciting new ways, it is crucial for organizations to apply guardrails to keep it safe. On this episode of The McKinsey Podcast, McKinsey senior partners Alexander Sukharevsky and Lareina Yee dig into new research on AI adoption, with editorial director Roberta Fusaro. In our second segment,…

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