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How supply chains benefit from using generative AI | EY - Global

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data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-2db1a62714&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:03:32Z&#34;,&#34;dc:title&#34;:&#34;Private client audit experience&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/private-client-audit-experience&#34;}}"> <a href="/en_gl/services/private-client-audit-experience" data-cmp-clickable class="cmp-navigation__item-link">Private client audit experience</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-e6441fda40&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-05-03T01:41:45Z&#34;,&#34;dc:title&#34;:&#34;Technology Risk&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/technology-risk&#34;}}"> <a href="/en_gl/services/technology-risk" data-cmp-clickable class="cmp-navigation__item-link">Technology Risk</a> </li> <li 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class="cmp-navigation__item-link">Tax compliance</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-2adf36861e&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:05:56Z&#34;,&#34;dc:title&#34;:&#34;Transaction tax&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/strategy-transactions/transaction-tax&#34;}}"> <a href="/en_gl/services/strategy-transactions/transaction-tax" data-cmp-clickable class="cmp-navigation__item-link">Transaction tax</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-3b4cb03321&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:05:56Z&#34;,&#34;dc:title&#34;:&#34;Tax services: Designed for private&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/tax/private-client-services&#34;}}"> 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employment law&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/law/labor-employment&#34;}}"> <a href="/en_gl/services/law/labor-employment" data-cmp-clickable class="cmp-navigation__item-link">Labor and employment law</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-3d94a7e571&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:06:48Z&#34;,&#34;dc:title&#34;:&#34;Legal operations&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/law/legal-operations&#34;}}"> <a href="/en_gl/services/law/legal-operations" data-cmp-clickable class="cmp-navigation__item-link">Legal operations</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" 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data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-9613e132f3&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:06Z&#34;,&#34;dc:title&#34;:&#34;Tax technology &#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/tax/technology-data&#34;}}"> <a href="/en_gl/services/tax/technology-data" data-cmp-clickable class="cmp-navigation__item-link">Tax technology </a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-a02117fd15&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:06Z&#34;,&#34;dc:title&#34;:&#34;Connected Capital Technologies: M&amp;A technology solutions&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/strategy-transactions/connected-capital-technologies&#34;}}"> <a href="/en_gl/services/strategy-transactions/connected-capital-technologies" data-cmp-clickable class="cmp-navigation__item-link">Connected Capital Technologies: M&amp;A technology solutions</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-ed9e50e29e&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:06Z&#34;,&#34;dc:title&#34;:&#34;Technology transformation&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/consulting/technology-transformation&#34;}}"> <a href="/en_gl/services/consulting/technology-transformation" data-cmp-clickable class="cmp-navigation__item-link">Technology transformation</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-920268139a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:06Z&#34;,&#34;dc:title&#34;:&#34;Alliances&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/alliances&#34;}}"> <a href="/en_gl/alliances" data-cmp-clickable class="cmp-navigation__item-link">Alliances</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-0cbc44dc5d&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-05-22T09:51:47Z&#34;,&#34;dc:title&#34;:&#34;Technology Managed Services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/managed-services/technology&#34;}}"> <a href="/en_gl/services/managed-services/technology" data-cmp-clickable class="cmp-navigation__item-link">Technology Managed Services</a> </li> </ul> </li> <li class="cmp-navigation__item 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class="cmp-navigation__item-link">Cybersecurity Managed Services</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-3a51f1540e&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:25Z&#34;,&#34;dc:title&#34;:&#34;Financial Accounting &amp; Corporate Reporting Managed Services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/assurance/financial-accounting-expanded-corporate-reporting-managed-services&#34;}}"> <a href="/en_gl/services/assurance/financial-accounting-expanded-corporate-reporting-managed-services" data-cmp-clickable class="cmp-navigation__item-link">Financial Accounting &amp; Corporate Reporting Managed Services</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" 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data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-adbef7b6b2&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:58Z&#34;,&#34;dc:title&#34;:&#34;Supply chain transformation&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/consulting/supply-chain-transformation&#34;}}"> <a href="/en_gl/services/consulting/supply-chain-transformation" data-cmp-clickable class="cmp-navigation__item-link">Supply chain transformation</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-7936d08a4a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:07:58Z&#34;,&#34;dc:title&#34;:&#34;Sustainability tax services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/tax/sustainability-tax-services&#34;}}"> <a href="/en_gl/services/tax/sustainability-tax-services" data-cmp-clickable 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href="/en_gl/insights/emobility" data-cmp-clickable class="cmp-navigation__item-link">Future mobility</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-a1033e8ac2&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:44Z&#34;,&#34;dc:title&#34;:&#34;Industrial products&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/industries/industrial-products&#34;}}"> <a href="/en_gl/industries/industrial-products" data-cmp-clickable class="cmp-navigation__item-link">Industrial products</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-461fdabb34&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:44Z&#34;,&#34;dc:title&#34;:&#34;Mobility lens 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data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-052dafd60c&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:01:34Z&#34;,&#34;dc:title&#34;:&#34;TMT business resiliency suite&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/industries/tmt/business-resilience&#34;}}"> <a href="/en_gl/industries/tmt/business-resilience" data-cmp-clickable class="cmp-navigation__item-link">TMT business resiliency suite</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-2234469f2f&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T16:01:34Z&#34;,&#34;dc:title&#34;:&#34;Future network now&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/industries/tmt/future-network-now&#34;}}"> <a href="/en_gl/industries/tmt/future-network-now" data-cmp-clickable class="cmp-navigation__item-link">Future network now</a> </li> <li 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href="/en_gl/careers" data-cmp-clickable class="cmp-navigation__item-link">Careers</a> <ul class="cmp-navigation__group"> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-e7e7525ac3&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:41Z&#34;,&#34;dc:title&#34;:&#34;What you can do here&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/what-you-can-do-here&#34;}}"> <a href="/en_gl/careers/what-you-can-do-here" data-cmp-clickable class="cmp-navigation__item-link">What you can do here</a> <ul class="cmp-navigation__group"> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-480178826a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in Tech&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/technology&#34;}}"> <a href="/en_gl/careers/technology" data-cmp-clickable class="cmp-navigation__item-link">Careers in Tech</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-6597473491&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in Assurance&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/assurance&#34;}}"> <a href="/en_gl/careers/assurance" data-cmp-clickable class="cmp-navigation__item-link">Careers in Assurance</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-523299e31f&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in 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and Transactions&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/strategy-transactions&#34;}}"> <a href="/en_gl/careers/strategy-transactions" data-cmp-clickable class="cmp-navigation__item-link">Careers in Strategy and Transactions</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-892b072d74&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in Tax&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/tax&#34;}}"> <a href="/en_gl/careers/tax" data-cmp-clickable class="cmp-navigation__item-link">Careers in Tax</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-ec25bb2b8a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in People Advisory Services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/people-advisory-services&#34;}}"> <a href="/en_gl/careers/people-advisory-services" data-cmp-clickable class="cmp-navigation__item-link">Careers in People Advisory Services</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-c5ef480d8f&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in Financial Services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/financial-services&#34;}}"> <a href="/en_gl/careers/financial-services" data-cmp-clickable class="cmp-navigation__item-link">Careers in Financial Services</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-6e4418282a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in Global Delivery Services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/global-delivery-services&#34;}}"> <a href="/en_gl/careers/global-delivery-services" data-cmp-clickable class="cmp-navigation__item-link">Careers in Global Delivery Services</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-73cba84ba1&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:59:13Z&#34;,&#34;dc:title&#34;:&#34;Careers in Core Business Services&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/core-business-services&#34;}}"> <a href="/en_gl/careers/core-business-services" data-cmp-clickable class="cmp-navigation__item-link">Careers in Core Business Services</a> </li> </ul> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-fb03158192&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:41Z&#34;,&#34;dc:title&#34;:&#34;What it&#39;s like to work here&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/what-its-like-to-work-here&#34;}}"> <a href="/en_gl/careers/what-its-like-to-work-here" data-cmp-clickable class="cmp-navigation__item-link">What it&#39;s like to work here</a> <ul class="cmp-navigation__group"> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-def9e6abd4&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:57Z&#34;,&#34;dc:title&#34;:&#34;Diversity, equity and inclusiveness&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/diversity-inclusiveness&#34;}}"> <a href="/en_gl/careers/diversity-inclusiveness" data-cmp-clickable class="cmp-navigation__item-link">Diversity, equity and inclusiveness</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-236c46ffc8&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:57Z&#34;,&#34;dc:title&#34;:&#34;Personalized career development&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/personalized-career-development&#34;}}"> <a href="/en_gl/careers/personalized-career-development" data-cmp-clickable class="cmp-navigation__item-link">Personalized career development</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-02bc976ed7&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:57Z&#34;,&#34;dc:title&#34;:&#34;Flexibility and mobility&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/flexibility-mobility&#34;}}"> <a href="/en_gl/careers/flexibility-mobility" data-cmp-clickable class="cmp-navigation__item-link">Flexibility and mobility</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-f3d3e45b44&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:57Z&#34;,&#34;dc:title&#34;:&#34;People stories&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/people-stories&#34;}}"> <a href="/en_gl/careers/people-stories" data-cmp-clickable class="cmp-navigation__item-link">People stories</a> </li> </ul> </li> <li class="cmp-navigation__item 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cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-dca7326778&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:42Z&#34;,&#34;dc:title&#34;:&#34;Interview tips&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/interview-tips&#34;}}"> <a href="/en_gl/careers/interview-tips" data-cmp-clickable class="cmp-navigation__item-link">Interview tips</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-d56a9944ae&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:42Z&#34;,&#34;dc:title&#34;:&#34;What we look for&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/what-we-look-for&#34;}}"> <a href="/en_gl/careers/what-we-look-for" data-cmp-clickable class="cmp-navigation__item-link">What we look for</a> </li> </ul> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-4678fa75c8&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:41Z&#34;,&#34;dc:title&#34;:&#34;Job search&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/careers/job-search&#34;}}"> <a href="/en_gl/careers/job-search" data-cmp-clickable class="cmp-navigation__item-link">Job search</a> <ul class="cmp-navigation__group"> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-dae1ef4773&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-03-05T17:48:39Z&#34;,&#34;dc:title&#34;:&#34;Experienced professionals&#34;,&#34;xdm:linkURL&#34;:&#34;https://careers.ey.com/ey/search/?createNewAlert=false&amp;q=&amp;locationsearch=&amp;optionsFacetsDD_country=&amp;optionsFacetsDD_customfield1=&amp;optionsFacetsDD_customfield3=&#34;}}"> <a href="https://careers.ey.com/ey/search/?createNewAlert=false&q=&locationsearch=&optionsFacetsDD_country=&optionsFacetsDD_customfield1=&optionsFacetsDD_customfield3=" data-cmp-clickable class="cmp-navigation__item-link">Experienced professionals</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-231099e229&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:17Z&#34;,&#34;dc:title&#34;:&#34;Students and entry-level &#34;,&#34;xdm:linkURL&#34;:&#34;https://eyglobal.yello.co/job_boards/c1riT--B2O-KySgYWsZO1Q?locale=en&#34;}}"> <a href="https://eyglobal.yello.co/job_boards/c1riT--B2O-KySgYWsZO1Q?locale=en" data-cmp-clickable class="cmp-navigation__item-link">Students and entry-level </a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-5814f36e46&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:17Z&#34;,&#34;dc:title&#34;:&#34;Contract opportunities&#34;,&#34;xdm:linkURL&#34;:&#34;https://www.gignow.com/&#34;}}"> <a href="https://www.gignow.com/" data-cmp-clickable class="cmp-navigation__item-link">Contract opportunities</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-2" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-90c0267e96&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:58:17Z&#34;,&#34;dc:title&#34;:&#34;Talent community&#34;,&#34;xdm:linkURL&#34;:&#34;https://careers.ey.com/ey/lp/TC/f7abb34d58e4b33e/?locale=en_US&#34;}}"> <a href="https://careers.ey.com/ey/lp/TC/f7abb34d58e4b33e/?locale=en_US" data-cmp-clickable class="cmp-navigation__item-link">Talent community</a> </li> </ul> </li> </ul> </li> <li class="cmp-navigation__item cmp-navigation__item--level-0" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-9a096f42af&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:55:02Z&#34;,&#34;dc:title&#34;:&#34;About us&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/about-us&#34;}}"> <a href="/en_gl/about-us" data-cmp-clickable class="cmp-navigation__item-link">About us</a> <ul class="cmp-navigation__group"> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-6caa0fde3b&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;Our purpose&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/about-us#our-purpose&#34;}}"> <a href="/en_gl/about-us#our-purpose" data-cmp-clickable class="cmp-navigation__item-link">Our purpose</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-140b5575c6&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;Our values &#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/about-us#our-values&#34;}}"> <a href="/en_gl/about-us#our-values" data-cmp-clickable class="cmp-navigation__item-link">Our values </a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-812ea3d114&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;Our people&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/about-us#our-people&#34;}}"> <a href="/en_gl/about-us#our-people" data-cmp-clickable class="cmp-navigation__item-link">Our people</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-b202147ccf&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;EY annual report 2024 Value realized&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/value-realized-annual-report&#34;}}"> <a href="/en_gl/value-realized-annual-report" data-cmp-clickable class="cmp-navigation__item-link">EY annual report 2024 Value realized</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-a054e58619&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-08-05T11:20:04Z&#34;,&#34;dc:title&#34;:&#34;Alliances&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/alliances&#34;}}"> <a href="/en_gl/alliances" data-cmp-clickable class="cmp-navigation__item-link">Alliances</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-59238dfabb&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-04-19T16:06:45Z&#34;,&#34;dc:title&#34;:&#34;Alumni&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/alumni&#34;}}"> <a href="/en_gl/alumni" data-cmp-clickable class="cmp-navigation__item-link">Alumni</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-becbb0fe8b&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;Newsroom&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/newsroom&#34;}}"> <a href="/en_gl/newsroom" data-cmp-clickable class="cmp-navigation__item-link">Newsroom</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-664c46c8e6&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;Locations&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/locations&#34;}}"> <a href="/en_gl/locations" data-cmp-clickable class="cmp-navigation__item-link">Locations</a> </li> <li class="cmp-navigation__item cmp-navigation__item--level-1" data-cmp-data-layer="{&#34;navigation-ceed4cbd73-item-70b58ea6bd&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/navigation/item&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-22T15:57:59Z&#34;,&#34;dc:title&#34;:&#34;Connect with us&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/about-us/connect-with-us&#34;}}"> <a href="/en_gl/about-us/connect-with-us" data-cmp-clickable class="cmp-navigation__item-link">Connect with us</a> </li> </ul> </li> </ul> </nav> </div> <div class="container responsivegrid"> <div id="sitenav-sub-wrapper-1" class="cmp-container" role="tabpanel"> <div class="container responsivegrid"> <div id="subnav-intro-wrapper-1" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-intro-title-1" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-9e1f3c192a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-19T11:41:00Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h3>Insights&lt;/h3>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h3>Insights</h3> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-intro-description-1" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-42b3821621&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2023-12-15T10:56:39Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Asking the better questions that unlock new answers to the working world&#39;s most complex issues.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Asking the better questions that unlock new answers to the working world&#39;s most complex issues.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-intro-button-1" class="cmp-container"> <div class="button"> <a class="up-button cmp-button " href="/en_gl/insights" aria-label="Explore Insights" data-cmp-clickable data-up-is="button" data-cmp-data-layer="{&#34;button-e858c9956f&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/button&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-19T11:48:10Z&#34;,&#34;dc:title&#34;:&#34;Explore&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/insights&#34;}}" data-analytics-category="Button" data-button-type="cta" data-snippet-url="/content/ey-unified-site/ey-com/global/main/en_gl/home/insights.html" data-analytics-label="CTA Button" analytics-button-type="cta" data-analytics-button-click> <span class="cmp-button__text" data-analytics-action-value>Explore</span> </a> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-links-wrapper-1" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-links-title-1" class="cmp-container"> <div class="rich-text text"> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-links-l2-1" class="cmp-container"> </div> </div> <div class="container responsivegrid"> <div id="subnav-links-see-more-1" class="cmp-container"> <div class="rich-text text"> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-highlights-wrapper-1" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-highlights-l3-1" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-highlights-l3-see-more-1" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-8e7db58c06&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2022-02-24T19:32:31Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>See more&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>See more</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-highlights-title-1" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-0c6863ffd7&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-08-16T11:46:57Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>Spotlight&lt;/h4>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4>Spotlight</h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-highlights-links-1" class="cmp-container"> <div class="container responsivegrid"> <div id="container-5871df580e" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-6061b8b217&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-08-28T13:10:53Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/services/ai.html\&#34;>AI insights&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/ceo.html\&#34;>CEO agenda&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/cfo-agenda.html\&#34;>CFO agenda&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/board-matters.html\&#34;>EY Center for Board Matters&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/media/podcasts.html\&#34;>Podcasts&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/media/webcasts.html\&#34;>Webcasts&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/case-studies.html\&#34;>Case studies&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/coo.html\&#34;>Operations leaders&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/cio.html\&#34;>Technology leaders&lt;/a>&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p><a href="/en_gl/services/ai">AI insights</a></p> <p><a href="/en_gl/ceo">CEO agenda</a></p> <p><a href="/en_gl/cfo-agenda">CFO agenda</a></p> <p><a href="/en_gl/board-matters">EY Center for Board Matters</a></p> <p><a href="/en_gl/media/podcasts">Podcasts</a></p> <p><a href="/en_gl/media/webcasts">Webcasts</a></p> <p><a href="/en_gl/case-studies">Case studies</a></p> <p><a href="/en_gl/coo">Operations leaders</a></p> <p><a href="/en_gl/cio">Technology leaders</a></p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="container-f9ca6967dc" class="cmp-container"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="sitenav-sub-wrapper-2" class="cmp-container" role="tabpanel"> <div class="container responsivegrid"> <div id="subnav-intro-wrapper-2" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-intro-title-2" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-f54be3fcd0&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-19T11:45:38Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h3>Services&lt;/h3>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h3>Services</h3> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-intro-description-2" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-49d6bf022b&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-03T11:26:09Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>EY helps clients create long-term value for all stakeholders. Enabled by data and technology, our services and solutions provide trust through assurance and help clients transform, grow and operate.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>EY helps clients create long-term value for all stakeholders. Enabled by data and technology, our services and solutions provide trust through assurance and help clients transform, grow and operate.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-intro-button-2" class="cmp-container"> <div class="button"> <a class="up-button cmp-button " href="/en_gl/services" aria-label="Explore Services" data-cmp-clickable data-up-is="button" data-cmp-data-layer="{&#34;button-eec62d65ba&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/button&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-19T11:47:51Z&#34;,&#34;dc:title&#34;:&#34;Explore&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services&#34;}}" data-analytics-category="Button" data-button-type="cta" data-snippet-url="/content/ey-unified-site/ey-com/global/main/en_gl/home/services.html" data-analytics-label="CTA Button" analytics-button-type="cta" data-analytics-button-click> <span class="cmp-button__text" data-analytics-action-value>Explore</span> </a> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-links-wrapper-2" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-links-title-2" class="cmp-container"> <div class="rich-text text"> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-links-l2-2" class="cmp-container"> </div> </div> <div class="container responsivegrid"> <div 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aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-highlights-links-2" class="cmp-container"> <div class="container responsivegrid"> <div id="container-2ba9e59908" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-0a816395ce&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-03-06T06:21:02Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/services/ai/platform.html\&#34;>EY.ai - A unifying platform&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;https://www.ey.com/en_gl/realize-your-ambition/strategy-transaction-transformation-consulting\&#34;>Strategy, transaction and transformation consulting&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/services/consulting/technology-transformation.html\&#34;>Technology transformation&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/services/tax-function-operations.html\&#34;>Tax function operations&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/services/climate-change-sustainability-services.html\&#34;>Climate change and sustainability services&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/campaigns/ecosystems.html\&#34;>EY Ecosystems&lt;/a>&lt;/p>\r\n&lt;p>&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/industries/financial-services/business-transformation-platform.html\&#34;>EY Nexus: business transformation platform&lt;/a>&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p><a href="/en_gl/services/ai/platform">EY.ai - A unifying platform</a></p> <p><a href="https://www.ey.com/en_gl/realize-your-ambition/strategy-transaction-transformation-consulting">Strategy, transaction and transformation consulting</a></p> <p><a href="/en_gl/services/consulting/technology-transformation">Technology transformation</a></p> <p><a href="/en_gl/services/tax-function-operations">Tax function operations</a></p> <p><a href="/en_gl/services/climate-change-sustainability-services">Climate change and sustainability services</a></p> <p><a href="/en_gl/ecosystems">EY Ecosystems</a></p> <p><a href="/en_gl/industries/financial-services/business-transformation-platform">EY Nexus: business transformation platform</a></p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="container-a6cf0ccb8e" class="cmp-container"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="sitenav-sub-wrapper-3" class="cmp-container" role="tabpanel"> <div class="container responsivegrid"> <div id="subnav-intro-wrapper-3" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-intro-title-3" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-cd170201c7&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-19T11:46:05Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h3>Industries&lt;/h3>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read 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href="/en_gl/industries" aria-label="Explore Industries" data-cmp-clickable data-up-is="button" data-cmp-data-layer="{&#34;button-0e257059b8&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/button&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-19T11:48:30Z&#34;,&#34;dc:title&#34;:&#34;Explore&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/industries&#34;}}" data-analytics-category="Button" data-button-type="cta" data-snippet-url="/content/ey-unified-site/ey-com/global/main/en_gl/home/industries.html" data-analytics-label="CTA Button" analytics-button-type="cta" data-analytics-button-click> <span class="cmp-button__text" data-analytics-action-value>Explore</span> </a> </div> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-links-wrapper-3" class="cmp-container"> <div class="container responsivegrid"> <div id="subnav-links-title-3" class="cmp-container"> <div class="rich-text text"> </div> </div> </div> <div class="container responsivegrid"> <div 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arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4>Spotlight</h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container 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aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-intro-description-5" class="cmp-container"> <div class="rich-text text"><div data-cmp-data-layer="{&#34;rich-text-5f79bf5289&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-01-10T11:29:01Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>At EY, our purpose is building a better working world. The insights and services we provide help to create long-term value for clients, people and society, and to build trust in the capital markets.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>At EY, our purpose is building a better working world. The insights and services we provide help to create long-term value for clients, people and society, and to build trust in the capital markets.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-intro-button-5" class="cmp-container"> <div class="button"> <a class="up-button cmp-button " href="/en_gl/about-us" aria-label="Explore About Us" data-cmp-clickable data-up-is="button" 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data-cmp-data-layer="{&#34;rich-text-a87bdd396d&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-05-03T01:17:42Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>Top news&lt;/h4>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4>Top news</h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> <div class="container responsivegrid"> <div id="subnav-highlights-links-5" class="cmp-container"> <div class="eycom-tier3-casestudy"> <div class="caseStudies"> <p class="caseStudies__title">Press release</p> <p> <a href="/en_gl/newsroom/2024/10/ey-reports-global-revenue-of-51-point-2-billion-us-dollars-for-fiscal-year-2024">EY reports global revenue of US$51.2b for fiscal year 2024</a> </p> <p> <span class="date">16 Oct 2024</span><a href="/en_gl/people/rachel-lloyd">Rachel Lloyd </a> </p> </div> <div class="caseStudies"> <p class="caseStudies__title">Press release</p> <p> <a href="/en_gl/newsroom/2024/07/empowering-tomorrows-leaders-ey-announces-collaboration-with-women-in-cloud-for-womens-leadership-and-development">Empowering tomorrow’s leaders: EY announces collaboration with Women in Cloud for women’s leadership and development</a> </p> <p> <span class="date">10 Jul 2024</span><a href="/en_gl/people/renny-popoola">Renny Popoola </a> </p> </div> <div class="caseStudies"> <p class="caseStudies__title">Press release</p> <p> <a href="/en_gl/newsroom/2024/03/ey-announces-acceleration-of-client-ai-business-model-adoption-with-nvidia-ai">EY announces acceleration of client AI Business Model adoption with NVIDIA AI</a> </p> <p> <span class="date">19 Mar 2024</span><a href="/en_gl/people/barbara-dimajo">Barbara Dimajo </a> </p> </div> </div> <div class="container responsivegrid"> <div id="container-ce37460938" class="cmp-container"> </div> </div> <div class="container responsivegrid"> <div id="container-07b43556d9" class="cmp-container"> </div> </div> </div> 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class="cmp-resourcesItem_resourceList-slide"> <div class="cmp-resourcesItem_resourceList-heading-link"> <button class="cmp-resourcesItem_resourceList-heading" data-closestate="Show resources" data-openstate="Hide resources" aria-expanded="false" aria-haspopup="true" data-analytics-link-click data-analytics-link-name="Show resources" data-analytics-action-value="Show resources" data-analytics-category="Resources | Utility Bar"> Show resources </button> </div> <ul class="cmp-resourcesItem_resourceList-list" aria-hidden="true"> <li class="cmp-resourcesItem_fileList-file fileList-extension-pdf"> <h3 class="cmp-resourcesItem_fileList-title">How will GenAI prompt a step change toward autonomous supply chains? (PDF)</h3> <div class="cmp-resourcesItem_fileList-download"> <a class="cmp-resourcesItem_fileList-download-link" target="_blank" href="/content/dam/ey-unified-site/ey-com/en-gl/services/consulting/documents/ey-how-will-gen-ai-prompt-a-step-change-toward-autonomous-supply-chains-07-2024.pdf" title="Download" data-analytics-action-value data-analytics-event-label="How will GenAI prompt a step change toward autonomous supply chains? " data-analytics-category="Download Button" data-analytics-link-identifier="download-button" data-resource-title="How will GenAI prompt a step change toward autonomous supply chains? " aria-label="Download How will GenAI prompt a step change toward autonomous supply chains? "> <span class="cmp-resourcesItem_more-title">Download</span> </a> <span class="cmp-resourcesItem_fileList-download-size">8 MB</span> </div> </li> </ul> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="left-container container responsivegrid up-two-columns__left-container-bottom"> <div id="left-container-b54b088270" class="cmp-container"> <div class="aem-Grid aem-Grid--11 aem-Grid--default--11 "> </div> </div> </div> </div> <div class="parsys up-two-columns__right-container"><div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-ea5439ab28&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:49:15Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Across the end-to-end supply chain, the buzzworthy technology adds extra capabilities to AI tasks and promises a simplified user experience.&lt;/span>&lt;/h4>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4><span class="copy-block">Across the end-to-end supply chain, the buzzworthy technology adds extra capabilities to AI tasks and promises a simplified user experience.</span></h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="separator cmp-separator--horizontal-rule cmp-separator--half-size section"> <div class="cmp-separator"> <hr class="cmp-separator__horizontal-rule"/> </div></div> <div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-2a4e14719f&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:49:33Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>&lt;span class=\&#34;copy-block\&#34;>&lt;b>In brief&lt;/b>&lt;/span>&lt;/p>\r\n&lt;ul>\r\n&lt;li>&lt;span class=\&#34;copy-block\&#34;>Use cases exist today, and whether you win or lose in the market may soon depend on having the best generative AI tools and the data quality to match them.&lt;/span>&lt;/li>\r\n&lt;li>&lt;span class=\&#34;copy-block\&#34;>Organizations are identifying business needs and emboldening them with generative technology, whether in planning, sourcing, manufacturing or delivery.&lt;/span>&lt;/li>\r\n&lt;/ul>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p><span class="copy-block"><b>In brief</b></span></p> <ul><li><span class="copy-block">Use cases exist today, and whether you win or lose in the market may soon depend on having the best generative AI tools and the data quality to match them.</span></li><li><span class="copy-block">Organizations are identifying business needs and emboldening them with generative technology, whether in planning, sourcing, manufacturing or delivery.</span></li></ul> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="separator cmp-separator--horizontal-rule cmp-separator--half-size section"> <div class="cmp-separator"> <hr class="cmp-separator__horizontal-rule"/> </div></div> <div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-281313a001&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-04-01T12:13:47Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>&lt;span class=\&#34;copy-block\&#34;>&lt;span class=\&#34;drop-cap\&#34;>C&lt;/span>orporations have been increasingly deploying artificial intelligence (AI) in supply chains for demand planning and procurement, while exploring its use in other areas, such as standardizing processes and optimizing last-mile delivery. Even in the relatively nascent area of sustainability tracking and measurement, AI adoption is as high as 62%,&amp;nbsp;&lt;a href=\&#34;/content/ey-unified-site/ey-com/global/main/en_gl/home/insights/supply-chain/supply-chain-sustainability-2022.html\&#34;>according to an EY study&lt;/a>.&lt;/span>&lt;/p>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>But in the last year, another evolution of AI has seized the spotlight — generative AI (GenAI), popularized by ChatGPT — that has upended our notions of what is possible.&lt;/span>&lt;/p>\r\n&lt;h4>&lt;span class=\&#34;copy-block\&#34;>What is GenAI in supply chain?&lt;/span>&lt;/h4>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>GenAI creates new content, such as numerical data, images, text, audio or video, based on data on which it has been trained. Recent advances make it simpler to use and realize value from, but the technology isn’t new. Already around 40% of supply chain organizations are investing in GenAI, focusing on knowledge management applications.¹&lt;/span>&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p><span class="copy-block"><span class="drop-cap">C</span>orporations have been increasingly deploying artificial intelligence (AI) in supply chains for demand planning and procurement, while exploring its use in other areas, such as standardizing processes and optimizing last-mile delivery. Even in the relatively nascent area of sustainability tracking and measurement, AI adoption is as high as 62%, <a href="/en_gl/insights/supply-chain/supply-chain-sustainability-2022">according to an EY study</a>.</span></p> <p><span class="copy-block">But in the last year, another evolution of AI has seized the spotlight — generative AI (GenAI), popularized by ChatGPT — that has upended our notions of what is possible.</span></p> <h4><span class="copy-block">What is GenAI in supply chain?</span></h4> <p><span class="copy-block">GenAI creates new content, such as numerical data, images, text, audio or video, based on data on which it has been trained. Recent advances make it simpler to use and realize value from, but the technology isn’t new. Already around 40% of supply chain organizations are investing in GenAI, focusing on knowledge management applications.¹</span></p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="inlinefigurestrip section"> <div class="inline-figure-strip" data-final-number="40%"> <div class="aem-Grid aem-Grid--12 inline-figure-strip-flex"> <div class="cmp-inline-figure-strip-wrapper"> <div class="cmp-inline-figure__label"> <span class="up-cmp-inline-figure__label-text">The future is now</span> </div> <div class="cmp-inline-figure__figures" aria-hidden="true">40%</div> <div><span class="cmp-inline-figure__context">of supply chain organizations are investing in GenAI</span></div> </div> </div> </div> </div> <div class="nested-tile section"><div class="content"> <div class="height-control"></div> <div class="nestedTileSec nestedTile-parsys rightAlign small"> <div id="nested-tile-container-37bc443681" class="cmp-container"> <div class="link-area"> <div class="cmp-link-area cmp-link-area--regular " data-analytics-category="Link Area"> <p class="cmp-link-area__header"> How EY can Help </p> <div> <ul class="cmp-link-area__regular "> <li class="cmp-link-area__item "> <div class="cmp-link-area__wrapper"> <p class="cmp-link-area__item--title"> <a data-analytics-link-click data-analytics-event-label="linkAreaHeader-EY-How EY can Help" data-analytics-action-value="Supply Chain &amp;amp; Operations Consulting Services" href="/en_gl/services/consulting/supply-chain-operations"> Supply Chain &amp; Operations Consulting Services </a> </p> </div> <p class="cmp-link-area__item__paragraph">Discover how EY&#39;s supply chain team can help your business redefine its end-to-end supply chain and operations to support your enterprise objectives.</p> <a class="cmp-link-area__item__readmore" href="/en_gl/services/consulting/supply-chain-operations"> Read more </a> </li> </ul> </div> </div> </div> </div> </div> <div class="richText-content cmp-text nested-tile--georgia-font"> <p>As investors pour cash into the technology, executives are racing to determine the implications for operations and business models. For those who diligently pursue innovation guided by strategy and an understanding of the limitations — not by an impulse to chase after the latest shiny object — GenAI can prove to be an agile co-advisor and multiplier in strengthening supply chains.</p> <p> </p> <p>There are limitations and risks to using GenAI in supply chains — especially when implementation is rushed or poorly integrated across organizations and supply chain networks. GenAI tools are only as powerful as their input data, so they are limited by the quality and availability of data from supply chain partners. Broadly, the risks that come with fewer human touchpoints — like lack of transparency or ethical and legal considerations — are best managed with strong governance and working with experienced partners.</p> <p> </p> <p>However, what seemed like science fiction even a year ago is now being leveraged in real-world use cases across the end-to-end supply chain. These projects are enabled through GenAI’s ability to:</p> <p> </p> <ul><li>Classify and categorize information based on visual, numerical or textual data.</li><li>Quickly analyze and modify strategies, plans and resource allocations based on real-time data.</li><li>Automatically generate content in various forms that enables faster response times.</li><li>Summarize large volumes of data, extracting key insights and trends.</li><li>Assist in retrieving relevant information quickly and providing instant responses by voice or text.</li></ul> <p>Leaders can integrate AI into these four building blocks of supply chain operations: plan, source, make, move.</p> <p> </p> <h4>Plan: generating simplicity with AI</h4> <p>GenAI adds simplicity to interactions throughout tech-enabled planning efforts. The “chat” function of one of these GenAI tools is helping a biotech company ask questions that inform its demand forecasting. For example, the company can run what-if scenarios on getting specific chemicals for its products and what might happen if certain global shocks occur that disrupt daily operations. Today’s GenAI tools can even suggest several courses of action if things go awry. Risk management may be the most promising area for GenAI’s input, particularly in preparing for risks that supply chain planners haven’t considered.</p> <p> </p> <p>Global Fortune 500 companies and government organizations are developing GenAI tools with partners to map and navigate complex supplier networks. These tools make it easier to plan for alternative suppliers in the event of a disruption and offer product tracing platforms to meet regulatory or ESG requirements.</p> <p> </p> <h4>Where GenAI drives value in planning:</h4> </div> </div> </div> <div class="upAccordion component section"> <div id="accordion-27d0191293" class="up-accordion" data-up-is="accordion" data-up-single-expansion data-placeholder-text="false"> <ul class="up-accordion__list"> <li data-up-hook-accordion="[items]" id="accordion-27d0191293-item-88c48eee44" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-27d0191293-item-88c48eee44-button" class="up-accordion__header-button" aria-controls="accordion-27d0191293-item-88c48eee44-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Demand forecasting</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-27d0191293-item-88c48eee44-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-27d0191293-item-88c48eee44-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-88c48eee44" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-2ab6f77885&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:53:41Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Many organizations are using AI to analyze large historical sales data sets, market trends and other variables to create real-time demand models. ​With GenAI, optimal inventory levels, production schedules and distribution plans can be created to meet the customer demand efficiently.​&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Many organizations are using AI to analyze large historical sales data sets, market trends and other variables to create real-time demand models. ​With GenAI, optimal inventory levels, production schedules and distribution plans can be created to meet the customer demand efficiently.​</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-27d0191293-item-4e73be53f7" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-27d0191293-item-4e73be53f7-button" class="up-accordion__header-button" aria-controls="accordion-27d0191293-item-4e73be53f7-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Production planning</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-27d0191293-item-4e73be53f7-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-27d0191293-item-4e73be53f7-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-4e73be53f7" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-fe55c1c6db&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:55:03Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>AI helps with plan production and scheduling by considering factors such as customer changes, production capacities, resource availability and order priorities.​ Similar to its demand forecasting capabilities, GenAI can make production plans, schedule sequences and allocate resources effectively to minimize bottlenecks and optimize production efficiency.​&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>AI helps with plan production and scheduling by considering factors such as customer changes, production capacities, resource availability and order priorities.​ Similar to its demand forecasting capabilities, GenAI can make production plans, schedule sequences and allocate resources effectively to minimize bottlenecks and optimize production efficiency.​</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-27d0191293-item-5c3f5fbbd2" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-27d0191293-item-5c3f5fbbd2-button" class="up-accordion__header-button" aria-controls="accordion-27d0191293-item-5c3f5fbbd2-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Risk management</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-27d0191293-item-5c3f5fbbd2-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-27d0191293-item-5c3f5fbbd2-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-5c3f5fbbd2" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-9ee5a8c172&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:55:50Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Today, AI can be harnessed to analyze historical data, market conditions, weather patterns and geopolitical events, among other data sources, to identify potential supply chain risks. But instead of prepopulated dashboards, for example, GenAI can be prompted to produce risk assessments, scenario simulations and mitigation strategies on demand to help planners manage and mitigate the risks proactively.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Today, AI can be harnessed to analyze historical data, market conditions, weather patterns and geopolitical events, among other data sources, to identify potential supply chain risks. But instead of prepopulated dashboards, for example, GenAI can be prompted to produce risk assessments, scenario simulations and mitigation strategies on demand to help planners manage and mitigate the risks proactively.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> </ul> </div> </div> <div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-242a53b61f&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:56:32Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Source: automate vendor negotiation&lt;/span>&lt;/h4>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>A leading US retailer and a European container shipping company are using bots powered by GenAI to negotiate cost and purchasing terms with vendors in a shorter time frame. The retailer’s early efforts have already reduced costs by bringing structure to complex tender processes. The technology presents the opportunity to do more with less, and when vendors were asked how the bot performed, over 65% preferred negotiating with it instead of with an employee at the company. There have also been instances where companies are using GenAI tools to negotiate against each other.&lt;br>\r\n&lt;/span>&lt;/p>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>Beyond negotiations, GenAI presents an opportunity to improve supplier relationships and management, with recommendations on what to do next. These tools are useful to quickly extract information from large contracts and help you better prepare for renewal discussions, for example.&lt;/span>&lt;/p>\r\n&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Where AI drives value in sourcing:&amp;nbsp;&lt;/span>&lt;/h4>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4><span class="copy-block">Source: automate vendor negotiation</span></h4> <p><span class="copy-block">A leading US retailer and a European container shipping company are using bots powered by GenAI to negotiate cost and purchasing terms with vendors in a shorter time frame. The retailer’s early efforts have already reduced costs by bringing structure to complex tender processes. The technology presents the opportunity to do more with less, and when vendors were asked how the bot performed, over 65% preferred negotiating with it instead of with an employee at the company. There have also been instances where companies are using GenAI tools to negotiate against each other.<br /> </span></p> <p><span class="copy-block">Beyond negotiations, GenAI presents an opportunity to improve supplier relationships and management, with recommendations on what to do next. These tools are useful to quickly extract information from large contracts and help you better prepare for renewal discussions, for example.</span></p> <h4><span class="copy-block">Where AI drives value in sourcing: </span></h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="upAccordion component section"> <div id="accordion-3866e55ceb" class="up-accordion" data-up-is="accordion" data-up-single-expansion data-placeholder-text="false"> <ul class="up-accordion__list"> <li data-up-hook-accordion="[items]" id="accordion-3866e55ceb-item-cefdae5fa4" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-3866e55ceb-item-cefdae5fa4-button" class="up-accordion__header-button" aria-controls="accordion-3866e55ceb-item-cefdae5fa4-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Supplier management</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-3866e55ceb-item-cefdae5fa4-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-3866e55ceb-item-cefdae5fa4-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-cefdae5fa4" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-d4c6cac327&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:57:27Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Leverage natural language processing to gain insights from supplier communications and data points. Support, monitor and analyze supplier&amp;nbsp;interactions; identify potential issues; and improve supplier relationships.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Leverage natural language processing to gain insights from supplier communications and data points. Support, monitor and analyze supplier interactions; identify potential issues; and improve supplier relationships.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-3866e55ceb-item-a7e314257b" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-3866e55ceb-item-a7e314257b-button" class="up-accordion__header-button" aria-controls="accordion-3866e55ceb-item-a7e314257b-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Sourcing</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-3866e55ceb-item-a7e314257b-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-3866e55ceb-item-a7e314257b-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-a7e314257b" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-839ae830a5&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:58:08Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Support the supplier selection process by analyzing a wide range of supplier data and generating insights. By considering factors such as supplier performance, capabilities, pricing and risk profiles, GenAI algorithms can provide recommendations or rankings for making informed decisions.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Support the supplier selection process by analyzing a wide range of supplier data and generating insights. By considering factors such as supplier performance, capabilities, pricing and risk profiles, GenAI algorithms can provide recommendations or rankings for making informed decisions.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-3866e55ceb-item-ea7a86a588" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-3866e55ceb-item-ea7a86a588-button" class="up-accordion__header-button" aria-controls="accordion-3866e55ceb-item-ea7a86a588-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Contracts</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-3866e55ceb-item-ea7a86a588-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-3866e55ceb-item-ea7a86a588-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-ea7a86a588" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-9ac4e91033&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:58:49Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Contract analysis is aided by automatically extracting key information from contracts and generating summaries or insights. Review and compare contract terms, identify risks and help ensure compliance. Contract negotiations and renewals are supported by providing data-driven recommendations.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Contract analysis is aided by automatically extracting key information from contracts and generating summaries or insights. Review and compare contract terms, identify risks and help ensure compliance. Contract negotiations and renewals are supported by providing data-driven recommendations.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> </ul> </div> </div> <div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-19a206ab23&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:59:14Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Make: faster, more effective creation and maintenance&lt;/span>&lt;/h4>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>GenAI in supply chain presents the opportunity to accelerate from design to commercialization much faster, even with new materials. Companies are training models on their own data sets and then asking AI to find ways to improve productivity and efficiency. Predictive maintenance is another area where GenAI can help determine the specific machines or lines that are most likely to fail in the next few hours or days. This can help improve overall equipment effectiveness (OEE) — one of the most important manufacturing metrics.&lt;/span>&lt;/p>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>For instance, one leading industrial manufacturing company in Europe partnered with a tech leader to use GenAI for factory automation and product lifecycle management, shortening the product development lifecycle and boosting efficiency with automated inspection processes.&lt;/span>&lt;/p>\r\n&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Where AI drives value in manufacturing:&lt;/span>&lt;/h4>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4><span class="copy-block">Make: faster, more effective creation and maintenance</span></h4> <p><span class="copy-block">GenAI in supply chain presents the opportunity to accelerate from design to commercialization much faster, even with new materials. Companies are training models on their own data sets and then asking AI to find ways to improve productivity and efficiency. Predictive maintenance is another area where GenAI can help determine the specific machines or lines that are most likely to fail in the next few hours or days. This can help improve overall equipment effectiveness (OEE) — one of the most important manufacturing metrics.</span></p> <p><span class="copy-block">For instance, one leading industrial manufacturing company in Europe partnered with a tech leader to use GenAI for factory automation and product lifecycle management, shortening the product development lifecycle and boosting efficiency with automated inspection processes.</span></p> <h4><span class="copy-block">Where AI drives value in manufacturing:</span></h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="upAccordion component section"> <div id="accordion-7107567003" class="up-accordion" data-up-is="accordion" data-up-single-expansion data-placeholder-text="false"> <ul class="up-accordion__list"> <li data-up-hook-accordion="[items]" id="accordion-7107567003-item-711b4fd9ae" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-7107567003-item-711b4fd9ae-button" class="up-accordion__header-button" aria-controls="accordion-7107567003-item-711b4fd9ae-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Product design</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-7107567003-item-711b4fd9ae-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-7107567003-item-711b4fd9ae-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-711b4fd9ae" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-e370617b95&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T09:59:53Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Rapidly generate and evaluate hundreds of alternative designs based on predefined criteria, significantly speeding up the innovation process. This could be used for everything from designing new parts for machinery to creating consumer products that are more efficient, durable or aesthetically appealing.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Rapidly generate and evaluate hundreds of alternative designs based on predefined criteria, significantly speeding up the innovation process. This could be used for everything from designing new parts for machinery to creating consumer products that are more efficient, durable or aesthetically appealing.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-7107567003-item-7eab0f0985" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-7107567003-item-7eab0f0985-button" class="up-accordion__header-button" aria-controls="accordion-7107567003-item-7eab0f0985-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Predictive maintenance</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-7107567003-item-7eab0f0985-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-7107567003-item-7eab0f0985-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-7eab0f0985" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-f326940ced&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:00:31Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>By learning from data collected from machines on the factory floor, GenAI models can create new maintenance plans to correlate with the time that equipment is likely to fail. This allows manufacturers to adjust their maintenance schedules to only when it is necessary, reducing downtime and costs while also extending the life of their equipment.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>By learning from data collected from machines on the factory floor, GenAI models can create new maintenance plans to correlate with the time that equipment is likely to fail. This allows manufacturers to adjust their maintenance schedules to only when it is necessary, reducing downtime and costs while also extending the life of their equipment.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-7107567003-item-bcdc1eca18" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-7107567003-item-bcdc1eca18-button" class="up-accordion__header-button" aria-controls="accordion-7107567003-item-bcdc1eca18-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Material science and engineering</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-7107567003-item-bcdc1eca18-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-7107567003-item-bcdc1eca18-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-bcdc1eca18" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-2ad98df51a&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:01:10Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>GenAI can be used to discover new materials and optimize existing ones. By processing vast amounts of data on material properties and iterating on different combinations, it can propose new materials with desired properties or suggest optimizations for existing ones. This could lead to&amp;nbsp;the creation of more efficient, sustainable or durable materials in manufacturing.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>GenAI can be used to discover new materials and optimize existing ones. By processing vast amounts of data on material properties and iterating on different combinations, it can propose new materials with desired properties or suggest optimizations for existing ones. This could lead to the creation of more efficient, sustainable or durable materials in manufacturing.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> </ul> </div> </div> <div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-81e613a4ea&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:01:41Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Move: using GenAI to optimize logistics&lt;/span>&lt;/h4>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>One of the biggest logistics companies in the US is using a proprietary AI platform to optimize picking routes within its warehouses, boosting workforce productivity by about 30% while slashing operational costs through optimized space and materials handling. While this is not a new use for AI, the generative component offers added dimensions of customization — say, optimizing based on less fuel, or prioritizing certain deliveries or considering many other factors in a user-friendly application. Chatting with its customized tool helped the company understand if its trade network was optimized, and it even offered suggestions for improvement.&lt;/span>&lt;/p>\r\n&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Where AI drives value in logistics:&lt;/span>&lt;/h4>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4><span class="copy-block">Move: using GenAI to optimize logistics</span></h4> <p><span class="copy-block">One of the biggest logistics companies in the US is using a proprietary AI platform to optimize picking routes within its warehouses, boosting workforce productivity by about 30% while slashing operational costs through optimized space and materials handling. While this is not a new use for AI, the generative component offers added dimensions of customization — say, optimizing based on less fuel, or prioritizing certain deliveries or considering many other factors in a user-friendly application. Chatting with its customized tool helped the company understand if its trade network was optimized, and it even offered suggestions for improvement.</span></p> <h4><span class="copy-block">Where AI drives value in logistics:</span></h4> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="upAccordion component section"> <div id="accordion-d01619f497" class="up-accordion" data-up-is="accordion" data-up-single-expansion data-placeholder-text="false"> <ul class="up-accordion__list"> <li data-up-hook-accordion="[items]" id="accordion-d01619f497-item-69ea1e1c20" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-d01619f497-item-69ea1e1c20-button" class="up-accordion__header-button" aria-controls="accordion-d01619f497-item-69ea1e1c20-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Global trade optimization</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-d01619f497-item-69ea1e1c20-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-d01619f497-item-69ea1e1c20-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-69ea1e1c20" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-e393882fde&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:02:23Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Analyze the myriad variables, including tariffs, customs regulations, trade agreements and shipping costs, to suggest the most efficient and cost-effective trade routes and strategies. This aids companies in navigating complex international trade networks, helping ensure compliance while minimizing costs.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Analyze the myriad variables, including tariffs, customs regulations, trade agreements and shipping costs, to suggest the most efficient and cost-effective trade routes and strategies. This aids companies in navigating complex international trade networks, helping ensure compliance while minimizing costs.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-d01619f497-item-2875bb4b64" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-d01619f497-item-2875bb4b64-button" class="up-accordion__header-button" aria-controls="accordion-d01619f497-item-2875bb4b64-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Logistics network design</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-d01619f497-item-2875bb4b64-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-d01619f497-item-2875bb4b64-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-2875bb4b64" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-ab699de403&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:03:14Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>Optimize the design of logistics networks considering factors such as warehouse locations, transport links and demand patterns to generate the most efficient configuration. This leads to reduced delivery times, lower costs and improved service levels.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>Optimize the design of logistics networks considering factors such as warehouse locations, transport links and demand patterns to generate the most efficient configuration. This leads to reduced delivery times, lower costs and improved service levels.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> <li data-up-hook-accordion="[items]" id="accordion-d01619f497-item-2032ccca17" class="up-accordion__item"> <h3 class="up-accordion__header"> <button id="accordion-d01619f497-item-2032ccca17-button" class="up-accordion__header-button" aria-controls="accordion-d01619f497-item-2032ccca17-panel" aria-expanded="false" data-up-hook-accordion="[buttons]"> <span class="up-accordion__header-button-title">Last mile dynamic route optimization</span> <span class="up-accordion__header-button-icon"> </span> </button> </h3> <div data-up-hook-accordion="[panels]" id="accordion-d01619f497-item-2032ccca17-panel" class="up-accordion__panel" role="region" aria-labelledby="accordion-d01619f497-item-2032ccca17-button" aria-hidden="true" inert><div class="container responsivegrid"> <div id="container-2032ccca17" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="rich-text text aem-GridColumn aem-GridColumn--default--12"><div data-cmp-data-layer="{&#34;rich-text-8273dfe6c6&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:04:06Z&#34;,&#34;xdm:text&#34;:&#34;&lt;p>For logistics operations, one of the major challenges is routing in real time. GenAI can continually update and optimize delivery or pickup routes based on changing factors like traffic conditions, weather and the priority of deliveries. This leads to increased efficiency, reduced fuel consumption and improved customer satisfaction.&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <p>For logistics operations, one of the major challenges is routing in real time. GenAI can continually update and optimize delivery or pickup routes based on changing factors like traffic conditions, weather and the priority of deliveries. This leads to increased efficiency, reduced fuel consumption and improved customer satisfaction.</p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> </div> </li> </ul> </div> </div> <div class="rich-text text section"><div data-cmp-data-layer="{&#34;rich-text-0cacf9ea8b&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:04:23Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Get started today&lt;/span>&lt;/h4>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>While GenAI is a powerful tool with certain limitations, it is not a strategy. Focus on the business value and define a roadmap to shape and impact the organization, guided by four steps:&lt;/span>&lt;/p>\r\n&lt;ol>\r\n&lt;li>&lt;span class=\&#34;copy-block\&#34;>Focus on domain-wide transformation: Pinpoint high-impact use cases, envisioning a cohesive ecosystem that synergizes with traditional business models and unlocks possibilities.&lt;/span>&lt;/li>\r\n&lt;li>&lt;span class=\&#34;copy-block\&#34;>Coordinate organization collaboration: Discuss the implications and identify the required skills across functions, going beyond technical roles.&lt;/span>&lt;/li>\r\n&lt;li>&lt;span class=\&#34;copy-block\&#34;>Keep an open mind and guard against risks: Implement proof-of-concept pilot initiatives to learn more, drive quick wins and strive for scalable adoption — while taking care on data quality and hallucination risks.&lt;/span>&lt;/li>\r\n&lt;li>&lt;span class=\&#34;copy-block\&#34;>Stay ahead of the curve: Explore the art of the possible. As adoption increases, companies will test and implement GenAI in new areas of their supply chains, like in sustainable and responsible supply chains.&lt;/span>&lt;/li>\r\n&lt;/ol>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>&lt;i>Sumit Dutta, Principal, Supply Chain and Operations at Ernst &amp;amp; Young LLP; and Asaf Adler, EY Americas Supply Chain Emerging Technology Leader, both contributed to this article.&lt;/i>&lt;/span>&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4><span class="copy-block">Get started today</span></h4> <p><span class="copy-block">While GenAI is a powerful tool with certain limitations, it is not a strategy. Focus on the business value and define a roadmap to shape and impact the organization, guided by four steps:</span></p> <ol><li><span class="copy-block">Focus on domain-wide transformation: Pinpoint high-impact use cases, envisioning a cohesive ecosystem that synergizes with traditional business models and unlocks possibilities.</span></li><li><span class="copy-block">Coordinate organization collaboration: Discuss the implications and identify the required skills across functions, going beyond technical roles.</span></li><li><span class="copy-block">Keep an open mind and guard against risks: Implement proof-of-concept pilot initiatives to learn more, drive quick wins and strive for scalable adoption — while taking care on data quality and hallucination risks.</span></li><li><span class="copy-block">Stay ahead of the curve: Explore the art of the possible. As adoption increases, companies will test and implement GenAI in new areas of their supply chains, like in sustainable and responsible supply chains.</span></li></ol> <p><span class="copy-block"><i>Sumit Dutta, Principal, Supply Chain and Operations at Ernst &amp; Young LLP; and Asaf Adler, EY Americas Supply Chain Emerging Technology Leader, both contributed to this article.</i></span></p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> </div> </div> </div> <div class="container responsivegrid cmp-container--component-e2e aem-GridColumn aem-GridColumn--default--12"> <div id="container-3eda638f97" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> </div> </div> </div> <div class="container responsivegrid cmp-container--background-color-e2e aem-GridColumn aem-GridColumn--default--12"> <div id="container-8184a138ac" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="upArticleReference component aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--11 aem-GridColumn--offset--default--1"><span class="up-article-reference" data-up-is="article-reference" data-up-analytics="article-reference" data-analytics-page-title="How supply chains benefit from using generative AI | EY - Global" data-up-is-expanded="true"> <button id="article-reference-heading" class="up-article-reference__heading up-article-reference__heading--open" data-up-hook-article-reference="heading" aria-controls="article-reference-content" aria-expanded="true" role="button"> <span class="up-article-reference__heading-opened">Show article resources </span> <span class="up-article-reference__heading-closed"> Hide article resources </span> </button> <div id="article-reference-content" class="up-article-reference__content" data-up-hook-article-reference="content" role="region" aria-labelledby="article-reference-heading" aria-hidden="false"> <span><ol><li>IDC’s Future Enterprise Resiliency &amp; Spending Survey (Wave 2, 2023)</li></ol></span> </div> </span> <br/> </div> </div> </div> </div> <div class="rich-text text aem-GridColumn--tablet-landscape--10 aem-GridColumn--default--none aem-GridColumn--tablet-portrait--none aem-GridColumn--offset--tablet-portrait--0 aem-GridColumn--offset--default--2 aem-GridColumn--offset--mobile--0 aem-GridColumn--tablet-portrait--12 aem-GridColumn--mobile--none aem-GridColumn aem-GridColumn--default--8 aem-GridColumn--offset--tablet-landscape--1 aem-GridColumn--tablet-landscape--none aem-GridColumn--mobile--12"><div data-cmp-data-layer="{&#34;rich-text-33f76c5dca&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/rich-text&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:05:47Z&#34;,&#34;xdm:text&#34;:&#34;&lt;h4>&lt;span class=\&#34;copy-block\&#34;>Summary&lt;/span>&lt;/h4>\r\n&lt;p>&lt;span class=\&#34;copy-block\&#34;>AI in supply chain management will help enterprises become more resilient and sustainable and will transform cost structures. While it does have limitations, generative AI presents a multiplier in what humans and technology can achieve together in building efficient and resilient supply chains — whether in planning, sourcing, making or moving. Thanks to recent updates that make it simpler to use and more effective in realizing value, organizations are now forced to determine how these advances will impact their sector or risk disruption.&lt;/span>&lt;/p>\r\n&#34;}}" data-up-is="rich-text" data-up-translation-read-more="Read More" data-up-translation-read-less="Read Less" data-up-translation-aria-label-read-more="Read more button, press enter to activate, or use Up arrow key to learn more about this content" data-up-translation-aria-label-read-less="Read less button, press enter to activate, or use Up arrow key to learn more about this content" class="up-rich-text cmp-text" data-up-analytics="rich-text"> <div class="up-rich-text__container" data-up-hook-rich-text="richTextContainer"> <div class="up-rich-text__container-content" data-up-hook-rich-text="richTextContent"> <h4><span class="copy-block">Summary</span></h4> <p><span class="copy-block">AI in supply chain management will help enterprises become more resilient and sustainable and will transform cost structures. While it does have limitations, generative AI presents a multiplier in what humans and technology can achieve together in building efficient and resilient supply chains — whether in planning, sourcing, making or moving. Thanks to recent updates that make it simpler to use and more effective in realizing value, organizations are now forced to determine how these advances will impact their sector or risk disruption.</span></p> </div> </div> <button class="rich-text__read-more-btn rich-text__button--hidden" data-up-hook-rich-text="richTextReadMoreButton" aria-hidden="true" aria-label="Read more button, press enter to activate, or use Up arrow key to learn more about this content"> Read More </button> <button class="rich-text__read-less-btn" data-up-hook-rich-text="richTextReadLessButton" aria-hidden="true" aria-label="Read less button, press enter to activate, or use Up arrow key to learn more about this content"> Read Less </button> </div> </div> <div class="container responsivegrid theme-light cmp-container--theme-light-grey cmp-container--component-e2e aem-GridColumn aem-GridColumn--default--12"> <div id="container-9f27a6fb50" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="upPromotionalBanner component aem-GridColumn aem-GridColumn--default--12"> <div class="up-promotional-banner up-promotional-banner--text" data-up-is="promotional-banner" data-analytics-category="Promotional Banner"> <div class="up-promotional-banner__content"> <p class="up-promotional-banner__content-heading" role="heading" aria-level="1" data-analytics-label> Navigate your AI journey </p> <div class="up-promotional-banner__content-description" data-analytics-text-click> <p>Build confidence, drive value and deliver positive human impact with EY.ai – a unifying platform for AI-enabled business transformation.</p> </div> <div class="up-promotional-banner__content-buttons"> <div class="up-promotional-banner__content-button up-promotional-banner__content-button--single-button"><div class="button"> <a class="up-button cmp-button " href="/en_gl/services/ai/platform" data-cmp-clickable data-up-is="button" data-cmp-data-layer="{&#34;button-53f688acee&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/button&#34;,&#34;repo:modifyDate&#34;:&#34;2024-02-26T10:15:50Z&#34;,&#34;dc:title&#34;:&#34;Learn more&#34;,&#34;xdm:linkURL&#34;:&#34;/en_gl/services/ai/platform&#34;}}" data-analytics-category="Button" data-button-type="cta" data-snippet-url="/content/ey-unified-site/ey-com/global/main/en_gl/home/services/ai/platform.html" data-analytics-label="CTA Button" analytics-button-type="cta" data-analytics-button-click> <span class="cmp-button__text" data-analytics-action-value>Learn more</span> </a> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="separator aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-separator"> <hr class="cmp-separator__horizontal-rule"/> </div></div> <div class="container responsivegrid theme-dark cmp-container--theme-dark cmp-container--component-e2e aem-GridColumn aem-GridColumn--default--12"> <div id="container-9505e0c86c" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="up-authors-and-contributors aem-GridColumn aem-GridColumn--default--12"> <div class="up-authors-and-contributors up-authors-and-contributors--article-bottombar " data-up-analytics="authors-and-contributors" data-up-is="authors-and-contributors"> <p class="up-authors-and-contributors__title">About this article</p> <div class="up-authors-and-contributors__content"> <div class="up-authors-and-contributors__authors-and-contributors-container"> <div class="up-authors-and-contributors__authors-container"> <p class="up-authors-and-contributors__authors-title"> Authors </p> <ul class="up-authors-and-contributors__author-links"> <li class="up-authors-and-contributors__author-link-container"> <a class="up-authors-and-contributors__author-link up-authors-and-contributors__analytics-author-link" aria-label="Glenn Steinberg" href="/en_gl/people/glenn-steinberg"> <figure class="up-authors-and-contributors__author-link-content"> <div class="up-authors-and-contributors__author-name-container"> Glenn Steinberg </div> </figure> </a> <div class="up-authors-and-contributors__author-title"> EY Global Supply Chain and Operations Leader </div> </li> <li class="up-authors-and-contributors__author-link-container"> <a class="up-authors-and-contributors__author-link up-authors-and-contributors__analytics-author-link" aria-label="Matthew Burton" href="/en_gl/people/matthew-burton"> <figure class="up-authors-and-contributors__author-link-content"> <div class="up-authors-and-contributors__author-name-container"> Matthew Burton </div> </figure> </a> <div class="up-authors-and-contributors__author-title"> EY EMEIA Supply Chain and Operations Leader </div> </li> </ul> </div> <div class="up-authors-and-contributors__contributors"> <p class="up-authors-and-contributors__contributors-title"> Contributors </p> <ul class="up-authors-and-contributors__contributors-links"> <li class="up-authors-and-contributors__contributor-link-container"> <a class="up-authors-and-contributors__contributor-link" href="/en_gl/people/ayoub-abielmona"> Ayoub Abielmona</a> </li> </ul> </div> </div> <div class="up-authors-and-contributors__tags-and-social-container"> <div class="up-authors-and-contributors__article-tags-container"> <div class="related-topics surfaceTags"> <div data-cmp-data-layer="{&#34;surfaceTags-a3df9bd7c7&#34;:{&#34;@type&#34;:&#34;ey-unified-site/components/surfaceTags&#34;}}" data-analytics-category="Surface Tags" class="up-surface-tags"> <span class="up-surface-tags__topic-title" data-analytics-label> Related topics </span> <div class="up-surface-tags__topic-items"> <div class="up-surface-tags__topic-items-item"> <a class="cmp-button" data-analytics-link-click href="/en_gl/services/ai"> <span data-analytics-action-value class="cmp-button__text">AI</span> </a> </div> <div class="up-surface-tags__topic-items-item"> <a class="cmp-button" 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