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class="mdc-c-content-block___7p6Lu_2734c4f"><h1 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-1"><div>Artificial intelligence</div></h1><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description"><p class="lead">Learn how we’re helping capture the opportunity of generative AI</p> </div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left mdc-c-link-container--display-column___X0HDD_2734c4f mdc-u-grid-gutter-lg"><a data-component="mdc-c-link" href="/capabilities/quantumblack/how-we-help-clients/generative-ai" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn 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></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="dark" data-module-background="qb-dark-blue" data-module-category="FloatingHeroes" class="mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing mck-o-edge-to-edge"><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-12"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-c-content-block--align-center___KRLtu_2734c4f mdc-u-grid-gutter-lg mdc-u-grid-col-md-end-12 mdc-u-grid-col-md-span-12"><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-3"><div class="mck-u-links-inline mdc-u-font-face-primary">QuantumBlack, AI by McKinsey, helps harness the power of hybrid intelligence to create unimagined opportunities in a constantly changing world.</div></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" class="mck-c-full-text-c mck-o-edge-to-edge mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing mck-c-module-wrapper--collapse-top-padding"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8 mck-o-container--wrapped mck-o-container--mobile-spacing"><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"><p>Transform faster. Innovate smarter. Anticipate the future. At QuantumBlack, we unlock the power of artificial intelligence (AI) to help organizations reinvent themselves from the ground up鈥攁nd <a href="/about-us/overview/sustainable-and-inclusive-growth">accelerate sustainable and inclusive growth</a>.</p> <p>We do this by harnessing the foresight and precision of data and technology with the creativity and understanding of people. The result? <a href="/capabilities/quantumblack/our-approach">Hybrid intelligence</a>, a source of competitive advantage that transforms how companies think, operate, and disrupt.</p> <p>Our approach is relentlessly focused on real-world impact. QuantumBlack was born and proven in Formula 1, where teams live and breathe data. As the AI consulting arm of McKinsey, we blend powerful AI and cutting-edge solutions with deep strategic thinking and domain expertise to help our clients innovate and develop new opportunities.</p></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing mck-c-module-wrapper--collapse-top-padding mck-o-edge-to-edge" data-module-name="one-up-medium"><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"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-u-align-center UpModule_mdc-c-heading--title__4XbMT"><div>Our approach</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"><div class="mdc-u-grid mdc-u-grid-gutter-xl mdc-u-grid-col-sm-1 mdc-u-grid--align-start GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--1by1__6krte"><div class="video-wrapper VideoComponent_mck-c-video-component__K3_eG"><video id="bc-video-6305280578112" data-video-id="6305280578112" data-account="1971571337001" data-player="IzQolWCsY" data-embed="default" data-application-id="" class="video-js GenericItem_mck-c-generic-item__video-component__X8kCu" controls=""></video></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 data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>The art of AI</span></h2><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">When technology and people work together, we can see further—and deliver lasting impact that shapes our future. In a creative AI experiment to explore human and machine collaboration, artist and researcher Sougwen Chung uses a Bayesian probability model generated by our CausalNex product.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-approach" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn more about our hybrid intelligence approach</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></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing mck-c-module-wrapper--collapse-top-padding mck-o-edge-to-edge" data-module-name="one-up-medium"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8 mck-o-container--wrapped mck-o-container--mobile-spacing"><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"><div class="mdc-u-grid mdc-u-grid-gutter-xl mdc-u-grid-col-sm-1 mdc-u-grid--align-start GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--1by1__6krte"><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"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>QuantumBlack Labs</span></h2><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">Our center of learning dedicated to driving innovation and experimentation in AI, QuantumBlack Labs is where technologists, designers, and product managers build cutting-edge tools and assets that reduce risk and accelerate impact at every stage of the AI transformation journey.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/capabilities/quantumblack/labs" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn more about QuantumBlack Labs</span><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-link-arrow-right-icon"></span></a></div></div></div><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="QuantumBlack Labs" src="/~/media/mckinsey/business%20functions/quantumblack/how%20we%20help%20clients/qb-labs_thumb_mckinsey54_1536x11536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing mck-c-module-wrapper--collapse-top-padding mck-o-edge-to-edge" data-module-name="one-up-medium"><div class="mck-o-container"><div class="UpModule_mck-c-up__irSw8 mck-o-container--wrapped mck-o-container--mobile-spacing"><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"><div class="mdc-u-grid mdc-u-grid-gutter-xl mdc-u-grid-col-sm-1 mdc-u-grid--align-start GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--1by1__6krte"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="" src="/~/media/mckinsey/business%20functions/quantumblack/how%20we%20help%20clients/thumb_alliances-inline-19logos_quantumblack_1536x1536.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></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 data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Open ecosystem of alliances</span></h2><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">QuantumBlack has developed an open ecosystem of strategic alliances that deliver the complex capabilities necessary for generative AI implementations.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/about-us/overview/alliances-and-acquisitions" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">See all alliances & acquisitions</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></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-o-edge-to-edge mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing" data-module-name="general-up"><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"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-u-align-center UpModule_mdc-c-heading--title__4XbMT"><div>Our offerings</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"><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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Artificial Intelligence</span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">We partner with organizations to unleash new possibilities by putting the right people, processes, and technology in place to scale AI.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/capabilities/quantumblack/end-to-end-ai-transformation" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn more about AI</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 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"><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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Data Transformation</span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">We help organizations unlock the true value of data and build performance by making lasting improvements in technology, processes, and capabilities.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/mckinsey-technology/overview/data-delivery-transformation" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn more about data transformation</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 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"><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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Internet of Things</span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">We partner with clients to turn IoT into real business value with improved operations, connected products and services, and entirely new businesses.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/featured-insights/internet-of-things/how-we-help-clients" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn more about IoT</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 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"><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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Digital Twins</span></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7"><div class="mck-u-links-inline mck-c-generic-item__description">We help organizations to build virtual replicas of their assets, processes and people by simulating real situations, allowing them to make better decisions.</div></div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-left"><a data-component="mdc-c-link" href="/capabilities/quantumblack/how-we-help-clients/digital-twins" class="mdc-c-link-cta___NBQVi_2734c4f" aria-label=""><span class="mdc-c-link__label___Pfqtd_2734c4f">Learn more about Digital Twins</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></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-o-edge-to-edge mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing" data-module-name="general-up"><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"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-u-align-center UpModule_mdc-c-heading--title__4XbMT"><div>EXAMPLES OF OUR 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-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="/about-us/new-at-mckinsey-blog/with-gen-ai-we-are-helping-green-businesses-strengthen-our-blue-economy" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Overhead view of islands and ocean" src="/~/media/mckinsey/about%20us/mckinsey%20blog/with%20gen%20ai%20we%20are%20helping%20green%20businesses/genaioceans-hero-small-1394021792-1536x864.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>Blog Post</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="/about-us/new-at-mckinsey-blog/with-gen-ai-we-are-helping-green-businesses-strengthen-our-blue-economy" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>With gen AI, helping green businesses strengthen our ‘blue economy’</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="2024-03-13T12:00:00Z">March 13, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Using generative AI technologies, McKinsey is helping One Ocean Foundation create an accurate picture of how businesses are sustaining our oceans.</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/financial-services/how-we-help-clients/banking-on-innovation-how-ing-uses-generative-ai-to-put-people-first" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Banking on innovation: How ING uses generative AI to put people first" src="/~/media/mckinsey/industries/financial%20services/how%20we%20help%20clients/banking%20on%20innovation%20how%20ing%20uses%20generative%20ai%20to%20put%20people%20first/illustrations_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>Case Study</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/how-we-help-clients/banking-on-innovation-how-ing-uses-generative-ai-to-put-people-first" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Banking on innovation: How ING uses generative AI to put people first</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="2024-01-09T12:00:00Z">January 9, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">The global bank worked closely with QuantumBlack, AI by McKinsey, to build, test, and launch a bespoke customer-facing chatbot that uses the latest gen AI technology to meet customer needs.</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="/about-us/new-at-mckinsey-blog/a-new-world-record-for-formula-e-propelled-by-mckinseys-ai" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Jake Hughes, Formula E driver, enters his car" src="/~/media/mckinsey/about%20us/mckinsey%20blog/a%20new%20world%20record%20for%20formula%20e%20fueled%20by%20mckinsey%20ai/formula-e_hero_jake%20hughes%20boards%20the%20genbeta_1536x864.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>Blog Post</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="/about-us/new-at-mckinsey-blog/a-new-world-record-for-formula-e-propelled-by-mckinseys-ai" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>A world record for Formula E, propelled by McKinsey’s 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="2023-08-02T12:00:00Z">August 2, 2023</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">McKinsey has partnered with Google Cloud to create generative AI capabilities that helped a new electric Formula E racecar to set a world record for indoor land speed.</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/how-we-help-clients/rewiring-the-way-mckinsey-works-with-lilli" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="A laptop screen displaying McKinsey's Lilli generative AI platform landing page" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/how%20we%20help%20clients/impact%20stories/lilli/lilli-case-study-thumb-1536x864.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>Case Study</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/how-we-help-clients/rewiring-the-way-mckinsey-works-with-lilli" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>Rewiring the way McKinsey works with Lilli, our generative AI platform</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">Learn how we built and scaled Lilli and the lessons learned along the way.</div></div></div></div></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="lightest-grey" data-module-category="StandalonePromo" class="mck-c-three-up-circle ThreeUpCircleMedium_mck-c-three-up-circle--align-cards-center__MItxM mck-o-edge-to-edge mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing"><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"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-u-align-center UpModule_mdc-c-heading--title__4XbMT"><div>Our Leadership</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 ThreeUpCircleMedium_mck-c-three-up-circle__items-wrapper__3h9bc mdc-u-grid-col-sm-1 mdc-u-grid-col-md-4 mdc-u-grid-col-lg-6"><div class="ThreeUpCircleMedium_mck-c-three-up-circle__profile-card__tAWa1"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start ThreeUpCircleMedium_mck-c-three-up-circle__generic-item__k0R8M ThreeUpCircleMedium_mck-c-three-up-circle__generic-item--top-image__94_53 GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--1by4__vpFeq"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><div data-component="mdc-c-avatar" class="mdc-c-avatar-a725b6db-904e-4ddd-be24-c7791b548a13 mdc-c-avatar___kVSTP_2734c4f mdc-c-avatar--image___levct_2734c4f mdc-c-avatar--size-2"><style> .mdc-c-avatar-a725b6db-904e-4ddd-be24-c7791b548a13 { --mdc-avatar-size: 200px; } </style><img src="/~/media/mckinsey/our people/alex singla/alex_singla-5144_standard_profile_1536x1152.jpg?cq=50&mw=480&car=1:1&cpy=Center" alt=""/></div></div><div class="mdc-u-grid mdc-u-grid-gutter-sm mck-c-three-up-circle__content"><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f ThreeUpCircleMedium_mck-c-three-up-circle__profile-title__IjaF6"><a data-component="mdc-c-link" href="/our-people/alex-singla" class="mdc-c-link-heading___Zggl8_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Alex Singla</span></a></h6><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f ThreeUpCircleMedium_mck-c-three-up-circle__sub-heading__3TsVh">Senior PartnerChicago</h6><div class="ThreeUpCircleMedium_mck-c-three-up-circle__divider__SxF_p ThreeUpCircleMedium_mck-c-three-up-circle__divider--center__Dv7pn"></div><div class="ThreeUpCircleMedium_mck-c-three-up-circle__description__KT1wJ">Global leader of QuantumBlack, AI by McKinsey; advises clients on strategy, digital and analytics, operations, enterprise transformation, and value creation across industries with a focus on financial services and insurance</div><div class="ThreeUpCircleMedium_mck-c-three-up-circle__social-media-links__NBXHn"><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-center___ar3mu_2734c4f mdc-c-link-container--display-column___X0HDD_2734c4f 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data-component="mdc-c-link" href="/our-people/alexander-sukharevsky" class="mdc-c-link-heading___Zggl8_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Alexander Sukharevsky</span></a></h6><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f ThreeUpCircleMedium_mck-c-three-up-circle__sub-heading__3TsVh">Senior PartnerLondon</h6><div class="ThreeUpCircleMedium_mck-c-three-up-circle__divider__SxF_p ThreeUpCircleMedium_mck-c-three-up-circle__divider--center__Dv7pn"></div><div class="ThreeUpCircleMedium_mck-c-three-up-circle__description__KT1wJ">Global leader of QuantumBlack, AI by McKinsey, working across industries to redefine business models and improve performance through the responsible use of artificial intelligence and technology</div><div class="ThreeUpCircleMedium_mck-c-three-up-circle__social-media-links__NBXHn"><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-center___ar3mu_2734c4f 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data-layer-region="profile card| Alexander Sukharevsky" data-layer-subcategory2="LinkedIn" data-layer-text="Share this profile on LinkedIn"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mdc-c-icon--radial___y3csX_2734c4f mdc-c-icon--size-xxl___cL3ZT_2734c4f mdc-c-icon--secondary___dSlsG_2734c4f mck-linkedin-icon"></span></a></div></div></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--align-center___ar3mu_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-people" class="mdc-c-button___U4iY2_2734c4f mdc-c-button--secondary___Boipq_2734c4f mdc-c-button--size-large___jwpUy_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">See more people</span></a></div></div></div></div></div><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="qb-dark-blue" data-module-category="StandalonePromo" data-module-gradient-position="top-right" class="mck-c-general-up mck-o-edge-to-edge mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing" data-module-name="general-up"><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"><h2 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-u-align-center UpModule_mdc-c-heading--title__4XbMT"><div>Our Insights</div></h2><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--center-aligned__O4IWd"><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-7 mck-u-links-inline mdc-u-align-center mck-c-up__dek UpModule_mck-c-up__dek--center-aligned__31mqa"><div class="mdc-o-content-body">From machine learning operations and organizational change to ethical considerations and emerging use cases, our latest thinking on how organizations can most effectively and responsibly use AI to create business value.</div></div></div></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="/capabilities/mckinsey-digital/our-insights/what-it-takes-to-rewire-a-cpg-company-to-outcompete-in-digital-and-ai" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="Abstract vector illustration depicting movement, interconnectedness, collaboration, fusion, strength...Individual strings creating a single colorful shape." src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/what%20it%20takes%20to%20rewire%20a%20cpg%20company%20to%20outcompete%20in%20digital%20and%20ai/thumb-gettyimages-1457743520.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-it-takes-to-rewire-a-cpg-company-to-outcompete-in-digital-and-ai" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>What it takes to rewire a CPG company to outcompete in digital and 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="2024-06-12T12:00:00Z">June 12, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">Answering six specific questions holds the key to successful digital and AI transformations for CPG companies.</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/the-state-of-ai" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="A dazzling burst of vivid blue light emanating from a focal point and stretching into slender strands with luminous tips." src="/~/media/mckinsey/business%20functions/quantumblack/our%20insights/the%20state%20of%20ai/2024/the-state-of-ai-in-early-2024-1721657405-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>Survey</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/the-state-of-ai" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>The state of AI in early 2024: Gen AI adoption spikes and starts to generate value</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="2024-05-30T12:00:00Z">May 30, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">As generative AI adoption accelerates, survey respondents report measurable benefits and increased mitigation of the risk of inaccuracy. A small group of high performers lead the way.</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/quantumblack/our-insights/ai-for-social-good" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture"><img alt="A digitized image of the earth against a blue background" src="/~/media/mckinsey/business%20functions/quantumblack/our%20insights/ai%20for%20social%20good/2024/perspective-on-ai-for-social-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/quantumblack/our-insights/ai-for-social-good" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link-heading--with-icon___ssPll_2734c4f mdc-c-link___lBbY1_2734c4f"><span>AI for social good: Improving lives and protecting the planet</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="2024-05-10T12:00:00Z">May 10, 2024</time> - </span><div class="mck-u-links-inline mck-c-generic-item__description GenericItem_mck-c-generic-item__description--with-date__KRltZ">As AI advances from predictive to generative capabilities, its potential to address social issues defined by the UN Sustainable Development Goals expands.</div></div></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--align-center___ar3mu_2734c4f"><a data-component="mdc-c-link" href="/capabilities/quantumblack/our-insights" class="mck-u-flex-align-center mdc-c-button___U4iY2_2734c4f mdc-c-button--primary___Ed-lT_2734c4f mdc-c-button--size-large___jwpUy_2734c4f"><span 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