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At a glance The ‘empowerment line’ measures progress toward a world where everyone’s essential needs are met. About 40 percent of the global population lives above the empowerment line—they can afford a standard basket of essential goods and services and begin to save. The rest live below the line, mostly in lower- and middle-income economies where GDP growth is the main driver of empowerment. At higher GDP levels, income inequality…

Beauty is no longer in the eye of the beholder; it’s at the fingertips of the generative AI (gen AI) prompter. Gen AI could add $9 billion to $10 billion to the global economy based on its impact on the beauty industry alone, and early movers have already begun testing the technology. But scaling these experiments will be challenging, given the velocity of gen AI innovation. The gap between the…

At the end of 2023, the final McKinsey Talks Operations podcast of the year concluded that there was no such thing as normal for operations leaders. Looking back on the 12 months since then, it seems the sentiment holds true—both everything and nothing has changed. In this episode, hosts Christian Johnson and Daphne Luchtenberg reflect on four recurring themes from their discussions with McKinsey experts and industry guests: building resilient…

Companies in the automotive and industrial sectors are rewiring to become software-enabled enterprises. As in-vehicle software emerges as a critical differentiator, companies have started to reevaluate the role of software and overhaul their development approaches. Today, software serves as the backbone for advanced features and safety-critical functions while enhancing operational efficiency and propelling innovation. But software can also introduce organizational challenges, because underdeveloped software capabilities can result in start-of-production delays…

Self-driving cars once seemed beyond the realm of possibility, but they are now being piloted on city streets. Now another mobility innovation has emerged that could accelerate and complement autonomy: remote driving.By combining sophisticated communication systems with real-time video feeds, remote-driving systems can instantly convey information about road conditions, traffic, and unexpected obstacles to off-site drivers who can control the vehicle’s braking and steering (Exhibit 1). These systems can be…

Over the past two decades, the shift from fixed-function hardware to software-defined hardware has revolutionized industries ranging from networking to mobile communications. With software-defined hardware, developers can improve products and services by continually updating software rather than undertaking more costly and time-consuming hardware upgrades. Devices that were once rigid and task specific are now becoming programmable and flexible, allowing them to handle new tasks and demands. Despite the functional benefits…

Shared autonomous vehicles (AVs) now operate in more than ten cities worldwide, including Beijing, Oslo, Phoenix, and San Francisco. More deployments are planned in other regions as AVs with level four capabilities—those that can handle most functions without human intervention—become increasingly sophisticated. While engineers have overcome many technological hurdles for autonomous mobility and continue to make strides, industry leaders should also address other issues—especially those related to the economics of these…