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id="skipToMain"><div class="mck-o-container-universal-header" data-layer-region="hero"><div data-component="mdc-c-module-wrapper" data-module-theme="default" data-module-background="transparent" data-module-category="AnchoredHero" class="UniversalHeader_mck-c-universal-header__root__Kg2Sh"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8 mck-o-container--wrapped mck-o-container--mobile-spacing"><div class="mdc-u-grid mdc-u-grid-col-md-7 mck-c-universal-header"><div class="mdc-u-grid-col-md-span-5 mdc-u-grid-col-md-end-7"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GenericItem_mck-c-generic-item__sGwKL"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h1 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-2 mdc-u-align-center"><div>Insights on Artificial Intelligence</div></h1></div></div></div></div></div></div></div></div></div><div class="mck-o-container mck-o-container__area-c"><div class="mck-o-container--wrapped mck-o-container--mobile-spacing"><div class="mdc-u-grid mdc-u-grid-col-1 mdc-u-grid-gutter-xxs mck-o-container-universal-body"><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="white" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-full-text-c mck-c-module-wrapper"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mck-c-full-text-c__content-block FullTextC_mck-c-full-text-c__content-block--module-center-aligned__qo8OU mdc-u-grid mdc-u-grid-gutter-xxl mdc-u-grid-col-sm-1 mdc-u-grid-col-md-4"><div class="mck-c-full-text-c__column mdc-u-grid-col-md-span-4"><div class="FullTextC_mck-c-full-text-c__text-content__3NKIh mck-u-links-inline mdc-o-content-body">From machine learning operations and organizational change to ethical considerations and emerging use cases, this is QuantumBlack, AI by McKinsey鈥檚 latest thinking on how organizations can most effectively and responsibly use AI to create business value.</div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="default" data-module-background="transparent" data-module-category="" class="mdc-u-grid mck-c-one-up-medium-hero__image-container OneUpMediumHero_mck-c-one-up-medium-hero__image-container--text-overlap__UQQd0 mck-c-module-wrapper"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f"><div>Featured Insights</div></h2><style></style><div data-component="mdc-c-background-image" class="mdc-c-bg-image___GJdv1_2734c4f background-image-9ad0119e-fbb3-47e0-ac5e-97a08a3d4484-one-up-medium-hero OneUpMediumHero_mck-c-one-up-medium-hero__bg-image__NDYjc"></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="white" data-module-category="" class="OneUpMediumHero_mck-c-one-up-medium-hero__text-container__YcIkj OneUpMediumHero_mck-c-one-up-medium-hero__text-container--overlap__61kxg"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8 mck-o-container--wrapped mck-o-container--mobile-spacing"><div class="UpModule_mck-c-up__header__OR_Vx mck-u-links-inline"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f UpModule_mck-c-up__header-dek-container__2p51y UpModule_mck-c-up__header-dek-container--is-full-width__xjFiZ"><h3 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-2"><div>Building AI trust: The key role of explainability</div></h3><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7 mck-u-links-inline mdc-u-align-undefined mck-c-up__dek"><div class="mdc-o-content-body">AI systems are powerful but often operate like “black boxes,” shrouded in mystery. Here’s how companies can shed some light and drive adoption of AI solutions that users trust and understand.</div></div></div></div><div class="mck-c-up__footer"><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--display-column___X0HDD_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/building-ai-trust-the-key-role-of-explainability" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Read more</span><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-link-arrow-right-icon"></span></a></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="white" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-c-module-wrapper" data-module-name="general-up"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8"><div class="mck-c-up__content mdc-u-grid mdc-u-grid-col-sm-1 mdc-u-grid-gutter-xl mdc-u-grid--align-start mdc-u-grid-col-md-2 mdc-u-grid-col-lg-4"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/digital-twins-the-key-to-unlocking-end-to-end-supply-chain-growth" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Isometric Illustration of people collaborating around a multi-layered structure representing data analysis and global supply chain management. " src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/digital%20twins%20the%20key%20to%20unlocking%20end%20to%20end%20supply%20chain%20growth/digital-twins-supply-chain-thumb-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/digital-twins-the-key-to-unlocking-end-to-end-supply-chain-growth" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Digital twins: The key to unlocking end-to-end supply chain growth</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-11-20T12:00:00Z">November 20, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Complexity, COVID-19, and competition have upended supply chain organizations. They can reignite revenue growth and deepen resilience by deploying AI-powered digital twins.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/industries/consumer-packaged-goods/our-insights/fortune-or-fiction-the-real-value-of-a-digital-and-ai-transformation-in-cpg" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Pixelated beauty portrait of a woman on a pale blue background. " src="/~/media/mckinsey/industries/consumer%20packaged%20goods/our%20insights/fortune%20or%20fiction%20the%20real%20value%20of%20a%20digital%20and%20ai%20transformation%20in%20cpg/fortune-or-fiction-185182047-thumb-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/industries/consumer-packaged-goods/our-insights/fortune-or-fiction-the-real-value-of-a-digital-and-ai-transformation-in-cpg" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Fortune or fiction? The real value of a digital and AI transformation in CPG</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-10-03T12:00:00Z">October 3, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">A new McKinsey analysis quantifies the impact that digital and AI can have on consumer goods businesses and where consumer-packaged-goods executives should focus their efforts.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/time-to-place-our-bets-europes-ai-opportunity" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Image of a conceptual map of Europe as a circuit board." src="/~/media/mckinsey/business%20functions/quantumblack/our%20insights/time%20to%20place%20our%20bets%20europes%20ai%20opportunity/europe-generative-ai-160225925-thumb-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span><span> - MGI Research</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/time-to-place-our-bets-europes-ai-opportunity" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Time to place our bets: Europe’s AI opportunity</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-10-01T12:00:00Z">October 1, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Boosting Europe’s competitiveness across the AI value chain.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/charting-a-path-to-the-data-and-ai-driven-enterprise-of-2030" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="An isometric illustration of people within an organization working with data. They are utilizing various tools of artificial intelligence." src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/charting%20a%20path%20to%20the%20data%20and%20ai%20driven%20enterprise%20of%202030/data-and-ai-driven-enterprise-of-2030-thumb-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span><span> - McKinsey Quarterly</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/charting-a-path-to-the-data-and-ai-driven-enterprise-of-2030" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Charting a path to the data- and AI-driven enterprise of 2030</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-09-05T12:00:00Z">September 5, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Generative AI has increased the focus on data, putting pressure on companies to make substantive shifts to build a truly data-based organization.</div></div></div></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="white" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-c-module-wrapper" data-module-name="general-up"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8"><div class="UpModule_mck-c-up__header__OR_Vx"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f UpModule_mdc-c-heading--title__4XbMT"><div>Scaling for impact</div></h2></div><div class="mck-c-up__content mdc-u-grid mdc-u-grid-col-sm-1 mdc-u-grid-gutter-xl mdc-u-grid--align-start mdc-u-grid-col-md-2 mdc-u-grid-col-lg-3"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/strategic-alliances-for-gen-ai-how-to-build-them-and-make-them-work" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Two letters A (for artificial) and I (for intelligence) made from transparent and glowing cubes connected by wires are floating against a dark background." src="/~/media/mckinsey/business%20functions/quantumblack/our%20insights/strategic%20alliances%20for%20gen%20ai%20how%20to%20build%20them%20and%20make%20them%20work/qweb-strategic-alliances-for-gen-ai-1828490266-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span><span> - McKinsey Quarterly</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/strategic-alliances-for-gen-ai-how-to-build-them-and-make-them-work" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Strategic alliances for gen AI: How to build them and make them work</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-05-22T12:00:00Z">May 22, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Strategic alliances are a must for companies looking to build value from generative AI. But approaching them like traditional vendor arrangements won鈥檛 work.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/moving-past-gen-ais-honeymoon-phase-seven-hard-truths-for-cios-to-get-from-pilot-to-scale" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="One large blue ball in mid air above many smaller blue, green, purple and white balls" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/moving%20past%20gen%20ais%20honeymoon%20phase%20seven%20hard%20truths%20for%20cios/thumb-gettyimages-1551147077.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/moving-past-gen-ais-honeymoon-phase-seven-hard-truths-for-cios-to-get-from-pilot-to-scale" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Moving past gen AI’s honeymoon phase: Seven hard truths for CIOs to get from pilot to scale</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-05-13T12:00:00Z">May 13, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Getting to scale requires CIOs to focus on fewer things but do them better.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Light dots and lines evolve into a pattern of a human face and continue to stream off the the side in a moving grid pattern." src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/the%20economic%20potential%20of%20generative%20ai%20the%20next%20productivity%20frontier/the-economic-potential-of-generative-ai-1324915617-thumb-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Report</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>The economic potential of generative AI: The next productivity frontier</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2023-06-14T12:00:00Z">June 14, 2023</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Generative AI is poised to unleash the next wave of productivity. We take a first look at where business value could accrue and the potential impacts on the workforce.</div></div></div></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="white" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-c-module-wrapper" data-module-name="general-up"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8"><div class="UpModule_mck-c-up__header__OR_Vx"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f UpModule_mdc-c-heading--title__4XbMT"><div>Executive guides</div></h2></div><div class="mck-c-up__content mdc-u-grid mdc-u-grid-col-sm-1 mdc-u-grid-gutter-xl mdc-u-grid--align-start mdc-u-grid-col-md-2 mdc-u-grid-col-lg-3"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/industries/technology-media-and-telecommunications/our-insights/beyond-the-hype-capturing-the-potential-of-ai-and-gen-ai-in-tmt" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Futuristic chatbot icon processing texts and commands over CPU. CGI 3D render - stock photo" src="/~/media/mckinsey/industries/technology%20media%20and%20telecommunications/high%20tech/our%20insights/beyond%20the%20hype%20capturing%20the%20potential%20of%20ai%20and%20gen%20ai%20in%20tmt/thumb-gettyimages-1631438557.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Report</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/industries/technology-media-and-telecommunications/our-insights/beyond-the-hype-capturing-the-potential-of-ai-and-gen-ai-in-tmt" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Beyond the hype: Capturing the potential of AI and gen AI in tech, media, and telecom</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-02-22T12:00:00Z">February 22, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">This collection presents the top insights on gen AI from McKinsey and its AI arm, QuantumBlack, providing a detailed examination of the significant opportunities and challenges it offers for leaders looking to steer their organizations into the future.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/what-every-ceo-should-know-about-generative-ai" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Moving illustration of wavy blue lines that was produced using computer code" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/what%20every%20ceo%20should%20know%20about%20generative%20ai/gen-ai-ceo-thumb.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/what-every-ceo-should-know-about-generative-ai" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>What every CEO should know about generative AI</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2023-05-12T12:00:00Z">May 12, 2023</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Generative AI is evolving at record speed while CEOs are still learning the technology’s business value and risks. Here, we offer some of the generative AI essentials.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/four-essential-questions-for-boards-to-ask-about-generative-ai" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Four X-cube Prisms in a Row on Silver Background Close-up View - stock photo" src="/~/media/mckinsey/business%20functions/quantumblack/our%20insights/four%20essential%20questions%20for%20boards%20to%20ask%20about%20generative%20ai/thumb-gettyimages-812722216.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights/four-essential-questions-for-boards-to-ask-about-generative-ai" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Four essential questions for boards to ask about generative AI</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2023-07-07T12:00:00Z">July 7, 2023</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Boards are responsible for how generative AI is used at the companies they oversee. Asking company leaders the right questions will help unlock the technology’s value while managing its risk.</div></div></div></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="white" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-c-module-wrapper" data-module-name="general-up"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8"><div class="UpModule_mck-c-up__header__OR_Vx"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f UpModule_mdc-c-heading--title__4XbMT"><div>Industry perspectives</div></h2></div><div class="mck-c-up__content mdc-u-grid mdc-u-grid-col-sm-1 mdc-u-grid-gutter-xl mdc-u-grid--align-start mdc-u-grid-col-md-2 mdc-u-grid-col-lg-4"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/industries/financial-services/our-insights/reimagining-insurance-with-a-comprehensive-approach-to-gen-ai" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="White arrow sloping upward in a blue background merging with a blue arrowhead" src="/~/media/mckinsey/industries/financial%20services/our%20insights/reimagining%20insurance%20with%20a%20comprehensive%20approach%20to%20gen%20ai/insurance-gen-ai-podcast-thumb-1536x1536-f.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Podcast</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/industries/financial-services/our-insights/reimagining-insurance-with-a-comprehensive-approach-to-gen-ai" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Reimagining insurance with a comprehensive approach to gen AI</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-08-22T12:00:00Z">August 22, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Insurance companies are at an inflection point with their generative AI use cases. Three McKinsey partners discuss the value of combining generative AI with other technologies.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/industries/metals-and-mining/our-insights/using-ai-to-accelerate-process-optimization-is-your-plant-ready" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Industrial Data Automation System On Computer" src="/~/media/mckinsey/industries/metals%20and%20mining/our%20insights/using%20ai%20to%20accelerate%20process%20optimization%20is%20your%20plant%20ready/using-ai-to-accelerate-process-optimization-1536x1536.png?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Interactive</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/industries/metals-and-mining/our-insights/using-ai-to-accelerate-process-optimization-is-your-plant-ready" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Using AI to accelerate process optimization: Is your plant ready?</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-08-14T12:00:00Z">August 14, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Sensor and process control upgrades are often necessary to enable the deployment of AI. A quantitative assessment of readiness can be an important first step.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" href="/industries/retail/our-insights/llm-to-roi-how-to-scale-gen-ai-in-retail" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Women in casual clothing holding up her cell phone as she uses a smart checkout screen in a department store. " src="/~/media/mckinsey/industries/retail/our%20insights/llm%20to%20roi%20how%20to%20scale%20gen%20ai%20in%20retail/how-to-scale-gen-ai-in-retail-1936538838-thumb-1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span>Article</span></div><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><a data-component="mdc-c-link" href="/industries/retail/our-insights/llm-to-roi-how-to-scale-gen-ai-in-retail" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>LLM to ROI: How to scale gen AI in retail</span></a><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-arrow-right-fat-icon mdc-u-ts-9 mdc-c-heading__icon___TbFKK_2734c4f"></span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><span class="GenericItem_mck-c-generic-item__display-date__6Py5E"><time dateTime="2024-08-05T12:00:00Z">August 5, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Retailers continue to experiment with generative AI and are seeing that the technology holds great promise for reigniting growth—if they move quickly to seize the opportunity.</div></div></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start GeneralUp_mck-c-general-up__generic-item___T5Id GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--with-hover-effect__hmVy2"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><a data-component="mdc-c-link" 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