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AI Labs | QuantumBlack | QuantumBlack | McKinsey & Company

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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 mck-c-multimedia-hero__generic-items-content"><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-1100"><div>QuantumBlack Labs</div></h1><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-6"><div class="mck-u-links-inline mck-c-generic-item__description"><p class="lead">Our center of learning dedicated to driving innovation and experimentation in AI.</p></div></div></div></div></div></div></div><div class="MultimediaHero_mck-c-multimedia-hero__arrow__YM1lZ mck-u-animation-bounce"><button data-component="mdc-c-button" aria-label="" type="button" id="down-arrow" class="mdc-c-button___U4iY2_2734c4f mdc-c-button--ghost 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mdc-u-grid-col-md-end-12 mdc-u-grid-col-md-span-10"><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">At QuantumBlack Labs, we bring together people and technology to push the boundaries of what&rsquo;s possible with data and artificial intelligence.</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-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>Our industry-shaping technology is the lifeblood of QuantumBlack, AI by McKinsey, because we aspire to stay at the cutting edge of technology while maintaining the reliability and scalability of our work.</p> <p>At the forefront of our innovation is QuantumBlack Horizon, a suite of modular tools that brings software engineering learning to AI. This technology accelerates AI adoption across various industries, enhancing success rates. We also offer proprietary, industry-specific applications that unlock unique impact, demonstrating our commitment to tailored AI solutions.</p> <p>Dynamic R&amp;D efforts and an unswerving dedication to open-source software bolster our strategy. In the fast-paced technology landscape, we aim to disrupt delivery models and leverage advanced technologies with generative AI. Our commitment to shareable, iterative technology reflects our belief in collaborative knowledge sharing, enabling us to contribute to and benefit from the global tech community.</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-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="video-wrapper VideoComponent_mck-c-video-component__K3_eG"><video id="bc-video-6359639508112" data-video-id="6359639508112" 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>What makes QuantumBlack Labs distinctive?</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">Matt Fitzpatrick, McKinsey senior partner and global leader of QuantumBlack Labs, describes QB Labs.</div></div></div></div></div></div></div></div></div><div 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class="FactoidItem_mck-c-factoid-item__GissZ FactoidItem_mck-c-factoid-item--with-separator__IZLxE FactoidItem_mck-c-factoid-item--hidden__yEbE1"><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" aria-label="25+ proprietary tools "><div aria-hidden="true"><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-fluid-92 mck-c-factoid-item__title">0+</div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f FactoidItem_mck-c-factoid-item__subtitle__w4Rvf mck-c-factoid-item__subtitle--xlarge">proprietary tools</div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 FactoidItem_mck-c-factoid-item__dek__FMU60"></div></div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 FactoidItem_mck-c-factoid-item__dek__FMU60"></div></div></div><div class="FactoidItem_mck-c-factoid-item__GissZ FactoidItem_mck-c-factoid-item--with-separator__IZLxE FactoidItem_mck-c-factoid-item--hidden__yEbE1"><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" aria-label="5 open-source projects "><div aria-hidden="true"><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-fluid-92 mck-c-factoid-item__title">0</div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f FactoidItem_mck-c-factoid-item__subtitle__w4Rvf mck-c-factoid-item__subtitle--xlarge">open-source projects</div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 FactoidItem_mck-c-factoid-item__dek__FMU60"></div></div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 FactoidItem_mck-c-factoid-item__dek__FMU60"></div></div></div><div class="FactoidItem_mck-c-factoid-item__GissZ FactoidItem_mck-c-factoid-item--with-separator__IZLxE FactoidItem_mck-c-factoid-item--hidden__yEbE1"><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" aria-label="300+ R&amp;D projects "><div aria-hidden="true"><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-fluid-92 mck-c-factoid-item__title">0+</div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f FactoidItem_mck-c-factoid-item__subtitle__w4Rvf mck-c-factoid-item__subtitle--xlarge">R&amp;D projects</div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 FactoidItem_mck-c-factoid-item__dek__FMU60"></div></div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 FactoidItem_mck-c-factoid-item__dek__FMU60"></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 mck-c-module-wrapper--collapse-top-padding" 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 PRODUCTS</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"><h3 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-2 mdc-u-align-center"><div>Propelling AI adoption with speed and impact</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-center mck-c-up__dek UpModule_mck-c-up__dek--center-aligned__31mqa"><div class="mdc-o-content-body">QuantumBlack Horizon enables our teams to codify domain knowledge into reusable assets that can be deployed into client environments and unlock new scales of impact.</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-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"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="Iguazio logo" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_iguazio-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=16:9&amp;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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Iguazio</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">A holistic machine learning operations platform, which includes machine learning operations (MLOps) orchestration, serverless automation, continuous integration and delivery (CI/CD) for machine learning, an online- and offline-feature store, and model monitoring.</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"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="Brix logo" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_brix-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=16:9&amp;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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Brix</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">An internal code-sharing platform for analytics assets, ranging in size from small code snippets to end-to-end data pipelines - ensuring none of our team reinvent the wheel when attempting to solve similar problems.</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"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="Alloy logo" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_alloy-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=16:9&amp;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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Alloy</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">Alloy is our framework for ensuring our expanding ecosystem of reusable assets and components are interoperable, maintainable and sustainable.</div></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-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>Delivering impact with 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 comprehensive suite of industry-focused AI products combine advanced AI and machine learning techniques with domain-specific expertise to solve today&rsquo;s most challenging business problems across a spectrum of industries.</div></div></div></div><div class="video-wrapper VideoComponent_mck-c-video-component__K3_eG"><video id="bc-video-6359640860112" data-video-id="6359640860112" 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></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>Open-source projects</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"><h3 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-2 mdc-u-align-center"><div>We make our work available to the world</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-center mck-c-up__dek UpModule_mck-c-up__dek--center-aligned__31mqa"><div class="mdc-o-content-body">By sharing knowledge, we all learn more and improve faster.</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-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"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="Kedro logo" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_kedro-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=16:9&amp;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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Kedro</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">An open-source python framework for building data pipelines that are robust, scalable&mdash;and easily deployed and reproduced....</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="https://github.com/kedro-org/kedro" class="mdc-c-link___lBbY1_2734c4f" aria-label="Link to external web site"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-external-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f">Kedro on GitHub</span></a><a data-component="mdc-c-link" href="https://kedro.org/blog" class="mdc-c-link___lBbY1_2734c4f" aria-label="Link to external web site"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-external-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f">Explore the Kedro Blog</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 class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="Nuclio" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_nuclio-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=16:9&amp;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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>Nuclio</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">Nuclio is an open source, serverless platform used to minimize developmental overhead, increase performance, and automate the...</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="https://github.com/nuclio/nuclio" class="mdc-c-link___lBbY1_2734c4f" aria-label="Link to external web site"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-external-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f">Nuclio on GitHub</span></a><a data-component="mdc-c-link" href="https://nuclio.io/" class="mdc-c-link___lBbY1_2734c4f" aria-label="Link to external web site"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-external-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f">Explore Nuclio</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 class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="ML Run" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_mlrun-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=16:9&amp;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"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><span>MLRun</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">MLRun offers an integrative approach to manage your machine learning pipelines from early development and deployment to management...</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="https://github.com/mlrun/mlrun" class="mdc-c-link___lBbY1_2734c4f" aria-label="Link to external web site"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-external-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f">MLRun on GitHub</span></a><a data-component="mdc-c-link" href="https://www.mlrun.org/" class="mdc-c-link___lBbY1_2734c4f" aria-label="Link to external web site"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-external-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f">Explore MLRun</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-two-up-small mck-c-module-wrapper mck-c-module-wrapper--collapse-top-spacing mck-o-edge-to-edge" data-module-name="two-up-small"><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 mdc-u-grid-col-md-2 mdc-u-grid-col-sm-1"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start mck-c-two-up-small__two-up-small-generic-item mck-c-two-up-small TwoUpSmall_mck-c-two-up-small--large__6LR8A GenericItem_mck-c-generic-item__sGwKL GenericItem_mck-c-generic-item--1by1-above-desktop__p_xzy"><div class="GenericItem_mck-c-generic-item__image__F_tIc"><picture data-component="mdc-c-picture"><img alt="CausalNex logo" src="/~/media/mckinsey/business%20functions/quantumblack/labs/thumb-labs_causalnex-logo_1536x1536.png?cq=50&amp;mw=767&amp;car=42:25&amp;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 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