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Modernize Ecommerce Customer Experiences With MongoDB | MongoDB

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data-src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/blt62d42fb2a748bcfa/6579a491da6bef85c2d2814b/Technical_STORAGE_SearchArchive_Spot_BS_SpringGreen.svg" data-sizes="auto"/></div></div></div><div data-testid="article" class="flex flex-col justify-center col-span-12 sm:col-start-1 lg:col-start-8 lg:col-span-4 md:col-start-5 md:col-span-4"><span data-testid="article-title" class="mb-inc40"><style data-emotion="css bqi6cz">.css-bqi6cz{margin:0;color:#ffffff;font-family:MongoDB Value Serif,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:40px;font-weight:400;line-height:48px;}@media screen and (min-width: 460px){.css-bqi6cz{font-size:40px;line-height:48px;}}@media screen and (min-width: 768px){.css-bqi6cz{font-size:40px;line-height:48px;}}@media screen and (min-width: 1024px){.css-bqi6cz{font-size:64px;line-height:72px;}}</style><h2 class="font-medium !text-inc50 !leading-bodyLResponsive lg:!text-headingS lg:!leading-headingXLResponsive !font-body css-bqi6cz">Enhance retail ops with AI and vector search</h2></span><style data-emotion="css 1ybiczl">.css-1ybiczl{margin:0;color:#b8c4c2;font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:18px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-1ybiczl{font-size:18px;line-height:32px;}}@media screen and (min-width: 768px){.css-1ybiczl{font-size:18px;line-height:32px;}}@media screen and (min-width: 1024px){.css-1ybiczl{font-size:20px;line-height:32px;}}.css-1ybiczl ul{margin:0;}.css-1ybiczl a{color:#00ED64;-webkit-text-decoration:none;text-decoration:none;}.css-1ybiczl a:hover{border-bottom:2px solid #ffffff;}</style><span class="css-1ybiczl"><p>Implementing AI technologies can be risky and time-consuming, but higher profits and faster innovation are driving retailers toward an AI-powered future.</p></span><div class="flex flex-col-reverse font-medium mt-inc50" data-testid="cta-element"><span data-testid="cta-button"><style data-emotion="css 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460px){.css-81xy2w{padding-top:0;padding-bottom:64px;padding-right:24px;padding-left:24px;}}@media screen and (min-width: 768px){.css-81xy2w{padding-top:0;padding-bottom:112px;padding-right:32px;padding-left:32px;}}@media screen and (min-width: 1024px){.css-81xy2w{padding-top:0;padding-bottom:112px;padding-right:48px;padding-left:48px;}}@media screen and (min-width: 1280px){.css-81xy2w{padding-top:0;padding-bottom:112px;}}</style><div class="css-81xy2w"><div class="flex flex-col-reverse m-auto max-w-maxWidthDesktop auto-cols-fr gap-inc40 md:grid md:grid-cols-8 lg:grid-cols-12"><div data-testid="article" class="flex flex-col justify-center col-span-12 sm:col-start-1 lg:col-start-2 lg:col-span-4 md:col-start-1 md:col-span-4"><span data-testid="article-title" class="mb-inc40"><style data-emotion="css 1es21qo">.css-1es21qo{margin:0;color:#001E2B;font-family:MongoDB Value Serif,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:40px;font-weight:400;line-height:48px;}@media screen and (min-width: 460px){.css-1es21qo{font-size:40px;line-height:48px;}}@media screen and (min-width: 768px){.css-1es21qo{font-size:40px;line-height:48px;}}@media screen and (min-width: 1024px){.css-1es21qo{font-size:64px;line-height:72px;}}</style><h2 class="font-normal !font-mongodb-value-serif !text-inc70 lg:!text-headingL !leading-headingXLResponsive lg:!leading-headingL css-1es21qo">Essential elements of e-commerce modernization</h2></span><style data-emotion="css gle6wn">.css-gle6wn{margin:0;color:#5d6c74;font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:18px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-gle6wn{font-size:18px;line-height:32px;}}@media screen and (min-width: 768px){.css-gle6wn{font-size:18px;line-height:32px;}}@media screen and (min-width: 1024px){.css-gle6wn{font-size:20px;line-height:32px;}}.css-gle6wn ul{margin:0;}.css-gle6wn a{color:#006CFA;-webkit-text-decoration:none;text-decoration:none;}.css-gle6wn a:hover{border-bottom:2px solid #061621;}</style><span class="css-gle6wn"><p>Read this paper to learn the seven key pillars for providing experiences modern retail consumers have come to love and expect from the businesses they trust.</p></span><div class="flex flex-col-reverse font-medium mt-inc50" data-testid="cta-element"><span data-testid="cta-link"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="https://www.mongodb.com/library/retail/mongodb-retail-essential-elements-ecommerce-modernization?lb-mode=overlay" target="_self" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Deliver a modern e-commerce application</span><style data-emotion="css 1mddta2">.css-1mddta2{min-width:48px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1mddta2"><style data-emotion="css 1mwl2k3">.css-1mwl2k3{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;min-height:16px;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:32px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="arrow-container" class="css-1mwl2k3"><style data-emotion="css zzrgxg">.css-zzrgxg{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:#00684A;width:100%;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="arrow-body" class="css-zzrgxg"><style data-emotion="css sqbkw3">.css-sqbkw3{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;position:absolute;border-top:none;border-left:none;height:12px;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;top:-5px;}</style><span data-testid="arrow-head" class="css-sqbkw3"></span></span></span></div></span></span></a></span></div></div><div class="flex items-center [&amp;&gt;*]:w-full col-span-12 sm:col-start-1 lg:col-start-7 lg:col-span-5 md:col-start-5 md:col-span-4" data-testid="side-element"><style data-emotion="css 1au3hnn">.css-1au3hnn{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}.css-1au3hnn img{border-radius:16px;cursor:inherit;}@media screen and (min-width: 460px){.css-1au3hnn img{border-radius:16px;}}@media screen and (min-width: 768px){.css-1au3hnn img{border-radius:32px;}}</style><style data-emotion="css 1mc8983">.css-1mc8983{position:relative;overflow:hidden;}</style><style data-emotion="css 1vy9swr">.css-1vy9swr{box-sizing:border-box;margin:0;min-width:0;position:relative;overflow:hidden;}</style><div class="css-1vy9swr"><style data-emotion="css 1cetbdc">.css-1cetbdc{width:100%;height:0;padding-bottom:66.66666666666667%;}</style><style data-emotion="css 15ktc2y">.css-15ktc2y{box-sizing:border-box;margin:0;min-width:0;width:100%;height:0;padding-bottom:66.66666666666667%;}</style><div class="css-15ktc2y"></div><style data-emotion="css 1telox4">.css-1telox4{box-sizing:border-box;margin:0;min-width:0;position:absolute;top:0;right:0;bottom:0;left:0;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}.css-1telox4 img{border-radius:16px;cursor:inherit;}@media screen and (min-width: 460px){.css-1telox4 img{border-radius:16px;}}@media screen and (min-width: 768px){.css-1telox4 img{border-radius:32px;}}</style><div class="css-1telox4"><style data-emotion="css 9vd5ud">.css-9vd5ud{width:100%;}</style><img fetchpriority="auto" alt="Illustration of the shopping cart with database inside." class="lazyload css-9vd5ud" data-src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/blt3277559becfb3c3a/6581908dd082f7b9c125db30/General_INDUSTRIES_Retail(2)_Spot_BS_Mist.svg" data-sizes="auto"/></div></div></div></div></div></div></div><div><div class="transparent"><style data-emotion="css 81xy2w">.css-81xy2w{padding-top:0;padding-bottom:64px;padding-right:24px;padding-left:24px;}@media screen and (min-width: 460px){.css-81xy2w{padding-top:0;padding-bottom:64px;padding-right:24px;padding-left:24px;}}@media screen and (min-width: 768px){.css-81xy2w{padding-top:0;padding-bottom:112px;padding-right:32px;padding-left:32px;}}@media screen and (min-width: 1024px){.css-81xy2w{padding-top:0;padding-bottom:112px;padding-right:48px;padding-left:48px;}}@media screen and (min-width: 1280px){.css-81xy2w{padding-top:0;padding-bottom:112px;}}</style><div class="css-81xy2w"><div class="grid m-auto max-w-maxWidthDesktop auto-cols-fr gap-inc40 md:grid md:grid-cols-8 lg:grid-cols-12"><div class="flex items-center [&amp;&gt;*]:w-full col-span-12 sm:col-start-1 lg:col-start-2 lg:col-span-5 md:col-start-1 md:col-span-4" data-testid="side-element"><style data-emotion="css 1au3hnn">.css-1au3hnn{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}.css-1au3hnn img{border-radius:16px;cursor:inherit;}@media screen and (min-width: 460px){.css-1au3hnn img{border-radius:16px;}}@media screen and (min-width: 768px){.css-1au3hnn img{border-radius:32px;}}</style><style data-emotion="css 1mc8983">.css-1mc8983{position:relative;overflow:hidden;}</style><style data-emotion="css 1vy9swr">.css-1vy9swr{box-sizing:border-box;margin:0;min-width:0;position:relative;overflow:hidden;}</style><div class="css-1vy9swr"><style data-emotion="css 1cetbdc">.css-1cetbdc{width:100%;height:0;padding-bottom:66.66666666666667%;}</style><style data-emotion="css 15ktc2y">.css-15ktc2y{box-sizing:border-box;margin:0;min-width:0;width:100%;height:0;padding-bottom:66.66666666666667%;}</style><div class="css-15ktc2y"></div><style data-emotion="css 1telox4">.css-1telox4{box-sizing:border-box;margin:0;min-width:0;position:absolute;top:0;right:0;bottom:0;left:0;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}.css-1telox4 img{border-radius:16px;cursor:inherit;}@media screen and (min-width: 460px){.css-1telox4 img{border-radius:16px;}}@media screen and (min-width: 768px){.css-1telox4 img{border-radius:32px;}}</style><div class="css-1telox4"><style data-emotion="css 9vd5ud">.css-9vd5ud{width:100%;}</style><img fetchpriority="auto" alt="Illustration of the smartphone and a hand carrying a watch." class="lazyload css-9vd5ud" data-src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/blt9e086b2dc523fc59/658193dc1f8952355a910e4b/Slalom-Retail-2.svg" data-sizes="auto"/></div></div></div><div data-testid="article" class="flex flex-col justify-center col-span-12 sm:col-start-1 lg:col-start-8 lg:col-span-4 md:col-start-5 md:col-span-4"><span data-testid="article-title" class="mb-inc40"><style data-emotion="css 1es21qo">.css-1es21qo{margin:0;color:#001E2B;font-family:MongoDB Value Serif,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:40px;font-weight:400;line-height:48px;}@media screen and (min-width: 460px){.css-1es21qo{font-size:40px;line-height:48px;}}@media screen and (min-width: 768px){.css-1es21qo{font-size:40px;line-height:48px;}}@media screen and (min-width: 1024px){.css-1es21qo{font-size:64px;line-height:72px;}}</style><h2 class="font-normal !font-mongodb-value-serif !text-inc70 lg:!text-headingL !leading-headingXLResponsive lg:!leading-headingL css-1es21qo">Digital differentiation matters in retail</h2></span><style data-emotion="css gle6wn">.css-gle6wn{margin:0;color:#5d6c74;font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:18px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-gle6wn{font-size:18px;line-height:32px;}}@media screen and (min-width: 768px){.css-gle6wn{font-size:18px;line-height:32px;}}@media screen and (min-width: 1024px){.css-gle6wn{font-size:20px;line-height:32px;}}.css-gle6wn ul{margin:0;}.css-gle6wn a{color:#006CFA;-webkit-text-decoration:none;text-decoration:none;}.css-gle6wn a:hover{border-bottom:2px solid #061621;}</style><span class="css-gle6wn"><p>Customers want personalized experiences. MongoDB partners with Google Cloud to help retailers differentiate themselves from their competition by collecting relevant data, mining it for insights, and using it to deliver delightful customer experiences.</p></span><div class="flex flex-col-reverse font-medium mt-inc50" data-testid="cta-element"><span data-testid="cta-link"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="https://inthecloud.withgoogle.com/data-driven-microsite-with-mongodb-23/dl-cd.html" target="_blank" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Explore data-driven innovations</span><style data-emotion="css 1mddta2">.css-1mddta2{min-width:48px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1mddta2"><style data-emotion="css 1mwl2k3">.css-1mwl2k3{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;min-height:16px;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:32px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="arrow-container" class="css-1mwl2k3"><style data-emotion="css zzrgxg">.css-zzrgxg{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:#00684A;width:100%;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="arrow-body" class="css-zzrgxg"><style data-emotion="css sqbkw3">.css-sqbkw3{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;position:absolute;border-top:none;border-left:none;height:12px;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;top:-5px;}</style><span data-testid="arrow-head" class="css-sqbkw3"></span></span></span></div></span></span></a></span></div></div></div></div></div></div><div><div class="transparent"><style data-emotion="css 81xy2w">.css-81xy2w{padding-top:0;padding-bottom:64px;padding-right:24px;padding-left:24px;}@media screen and (min-width: 460px){.css-81xy2w{padding-top:0;padding-bottom:64px;padding-right:24px;padding-left:24px;}}@media screen and (min-width: 768px){.css-81xy2w{padding-top:0;padding-bottom:112px;padding-right:32px;padding-left:32px;}}@media screen and (min-width: 1024px){.css-81xy2w{padding-top:0;padding-bottom:112px;padding-right:48px;padding-left:48px;}}@media screen and (min-width: 1280px){.css-81xy2w{padding-top:0;padding-bottom:112px;}}</style><div class="css-81xy2w"><div class="flex flex-col-reverse m-auto max-w-maxWidthDesktop auto-cols-fr gap-inc40 md:grid md:grid-cols-8 lg:grid-cols-12"><div data-testid="article" class="flex flex-col justify-center col-span-12 sm:col-start-1 lg:col-start-2 lg:col-span-4 md:col-start-1 md:col-span-4"><span data-testid="article-title" class="mb-inc40"><style data-emotion="css 1es21qo">.css-1es21qo{margin:0;color:#001E2B;font-family:MongoDB Value Serif,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:40px;font-weight:400;line-height:48px;}@media screen and (min-width: 460px){.css-1es21qo{font-size:40px;line-height:48px;}}@media screen and (min-width: 768px){.css-1es21qo{font-size:40px;line-height:48px;}}@media screen and (min-width: 1024px){.css-1es21qo{font-size:64px;line-height:72px;}}</style><h2 class="font-normal !font-mongodb-value-serif !text-inc70 lg:!text-headingL !leading-headingXLResponsive lg:!leading-headingL css-1es21qo">Manage product catalog data with ease</h2></span><style data-emotion="css gle6wn">.css-gle6wn{margin:0;color:#5d6c74;font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:18px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-gle6wn{font-size:18px;line-height:32px;}}@media screen and (min-width: 768px){.css-gle6wn{font-size:18px;line-height:32px;}}@media screen and (min-width: 1024px){.css-gle6wn{font-size:20px;line-height:32px;}}.css-gle6wn ul{margin:0;}.css-gle6wn a{color:#006CFA;-webkit-text-decoration:none;text-decoration:none;}.css-gle6wn a:hover{border-bottom:2px solid #061621;}</style><span class="css-gle6wn"><p>For a seamless digital, in-person, or omnichannel experience, retail data should be consistent and available in real time across all devices from e-commerce websites to customer-facing applications and in-store workforce applications.</p></span><div class="flex flex-col-reverse font-medium mt-inc50" data-testid="cta-element"><span data-testid="cta-link"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="https://www.mongodb.com/library/retail/implementing-operational-data-layer-product-catalog-modernization?lb-mode=overlay" target="_self" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Explore product catalog modernization</span><style data-emotion="css 1mddta2">.css-1mddta2{min-width:48px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1mddta2"><style data-emotion="css 1mwl2k3">.css-1mwl2k3{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;min-height:16px;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:32px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="arrow-container" class="css-1mwl2k3"><style data-emotion="css zzrgxg">.css-zzrgxg{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:#00684A;width:100%;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="arrow-body" class="css-zzrgxg"><style data-emotion="css sqbkw3">.css-sqbkw3{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;position:absolute;border-top:none;border-left:none;height:12px;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;top:-5px;}</style><span data-testid="arrow-head" class="css-sqbkw3"></span></span></span></div></span></span></a></span></div></div><div class="flex items-center [&amp;&gt;*]:w-full col-span-12 sm:col-start-1 lg:col-start-7 lg:col-span-5 md:col-start-5 md:col-span-4" data-testid="side-element"><style data-emotion="css 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class="css-15ktc2y"></div><style data-emotion="css 1telox4">.css-1telox4{box-sizing:border-box;margin:0;min-width:0;position:absolute;top:0;right:0;bottom:0;left:0;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}.css-1telox4 img{border-radius:16px;cursor:inherit;}@media screen and (min-width: 460px){.css-1telox4 img{border-radius:16px;}}@media screen and (min-width: 768px){.css-1telox4 img{border-radius:32px;}}</style><div class="css-1telox4"><style data-emotion="css 9vd5ud">.css-9vd5ud{width:100%;}</style><img fetchpriority="auto" alt="A shopping bag representing the e-commerce and retail industry." class="lazyload css-9vd5ud" data-src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/blt73848610a524417d/6581946f2d261229f1e728f6/Slalom-Retail-3.svg" 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[transition-property:background-color,color,fill,stroke] pt-inc150 pb-inc90"><style data-emotion="css 1j4rh8i">.css-1j4rh8i{max-width:1416px;margin:auto;}</style><style data-emotion="css 6zwi0w">.css-6zwi0w{box-sizing:border-box;margin:0;min-width:0;display:grid;grid-gap:24px;grid-template-columns:repeat(6, 1fr);max-width:1416px;margin:auto;}@media screen and (min-width: 768px){.css-6zwi0w{grid-template-columns:repeat(8, 1fr);}}@media screen and (min-width: 1024px){.css-6zwi0w{grid-template-columns:repeat(12, 1fr);}}</style><div class="css-6zwi0w"><div class="col-[1_/_span_6] box-border md:col-[2_/_span_6] lg:col-[3_/_span_8]"></div><div class="col-[1_/_span_6] box-border grid grid-cols-[repeat(6,1fr)] text-center md:col-[1_/_span_8] md:grid-cols-[repeat(8,1fr)] lg:col-[1_/_span_12] lg:grid-cols-[repeat(12,1fr)]"><div class="col-[1_/_span_6] box-border md:col-[2_/_span_6] lg:col-[3_/_span_8]"><h2 class="m-inc00 box-border font-heading font-light text-headingXLResponsive leading-headingXLResponsive lg:text-headingXL lg:leading-headingXL text-blue80">E-commerce and retail data solutions</h2></div><div class="col-[1_/_span_6] mt-inc30 box-border md:col-[2_/_span_6] md:mt-inc40 lg:col-[4_/_span_6] lg:mt-inc60"><span class="m-inc00 box-border font-body text-bodyLResponsive leading-bodyLResponsive lg:text-bodyL lg:leading-bodyL text-text-secondary">Build a competitive advantage with MongoDB</span></div></div></div></div></div></section><section class="w-full" data-testid="bonsai-background-wrapper"><div data-testid="horizontal-rule" class="px-outsideGutterSmall md:px-outsideGutterMedium lg:px-outsideGutterLarge pt-inc00 pb-inc00 transparent"><style data-emotion="css 1j4rh8i">.css-1j4rh8i{max-width:1416px;margin:auto;}</style><style data-emotion="css 6zwi0w">.css-6zwi0w{box-sizing:border-box;margin:0;min-width:0;display:grid;grid-gap:24px;grid-template-columns:repeat(6, 1fr);max-width:1416px;margin:auto;}@media screen and (min-width: 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md:col-[2_/_span_6] lg:col-[3_/_span_8]"></div><div id="mongodb-atlas-for-industries" class="col-[1_/_span_6] box-border grid grid-cols-[repeat(6,1fr)] text-center md:col-[1_/_span_8] md:grid-cols-[repeat(8,1fr)] lg:col-[1_/_span_12] lg:grid-cols-[repeat(12,1fr)]"><div class="col-[1_/_span_6] box-border md:col-[2_/_span_6] lg:col-[3_/_span_8]"><h2 class="m-inc00 box-border font-heading font-light text-headingXLResponsive leading-headingXLResponsive lg:text-headingXL lg:leading-headingXL text-blue80">MongoDB Atlas for Industries</h2></div><div class="col-[1_/_span_6] mt-inc30 box-border md:col-[2_/_span_6] md:mt-inc40 lg:col-[4_/_span_6] lg:mt-inc60"><span class="m-inc00 box-border font-body text-bodyLResponsive leading-bodyLResponsive lg:text-bodyL lg:leading-bodyL text-text-secondary">Drive innovation and accelerate your projects</span></div></div></div></div></div><div data-testid="horizontal-rule" class="px-outsideGutterSmall md:px-outsideGutterMedium lg:px-outsideGutterLarge 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6zwi0w">.css-6zwi0w{box-sizing:border-box;margin:0;min-width:0;display:grid;grid-gap:24px;grid-template-columns:repeat(6, 1fr);max-width:1416px;margin:auto;}@media screen and (min-width: 768px){.css-6zwi0w{grid-template-columns:repeat(8, 1fr);}}@media screen and (min-width: 1024px){.css-6zwi0w{grid-template-columns:repeat(12, 1fr);}}</style><div class="css-6zwi0w"><div class="col-[1_/_span_12] flex flex-col items-start justify-start gap-inc40 md:flex-row md:justify-between md:gap-inc00"><div class="flex grow flex-col gap-inc20 md:max-w-[340px] md:gap-[10px] lg:max-w-[576px] lg:gap-inc20"><style data-emotion="css 9datbm">.css-9datbm{margin:0;font-family:Euclid Circular A;font-size:24px;font-weight:500;line-height:32px;text-align:left;}@media screen and (min-width: 1024px){.css-9datbm{font-size:36px;line-height:48px;}}</style><h2 class="css-9datbm">Hear from our customers</h2></div><style data-emotion="css axjq3t">.css-axjq3t{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto 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class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 1n8ph0f">.css-1n8ph0f{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:18px;line-height:48px;color:#006CFA;}.css-1n8ph0f:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-1n8ph0f"><span class="text-inc20" style="line-height:30px">View all case studies</span></span><style data-emotion="css 1mddta2">.css-1mddta2{min-width:48px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1mddta2"><style 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data-orientation="horizontal" data-radix-collection-item=""><div class="max-inc25 flex max-h-full w-full justify-center lg:mx-inc50"><img src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/bltd4d69256e047589a/6711657d322337058e6c1e9b/Ulta_Beauty.svg" class="max-h-full w-full max-w-[100%] transition duration-inc20 md:max-w-[165px]" alt="Ulta Beauty logo"/></div><div class="absolute inset-x-neg00 bottom-neg00 h-inc10 rounded-inc30 bg-black20 group-data-[state=&quot;active&quot;][data-loading=&quot;false&quot;]:bg-blue60 group-data-[state=&quot;active&quot;][data-loading=&quot;true&quot;]:bg-blue80"><div class="h-full w-inc00 bg-inherit group-data-[state=&quot;active&quot;][data-loading=&quot;true&quot;]:animate-progress-bar group-data-[state=&quot;active&quot;][data-loading=&quot;true&quot;]:bg-blue60" style="animation-duration:8s"></div></div></button><button type="button" role="tab" class="group relative flex h-[52px] min-w-[98px] flex-1 cursor-pointer items-center border-none bg-inherit px-neg00 pb-[20px] grayscale hover:grayscale-0 sm:min-w-[152px] md:h-[59px] lg:h-inc120 data-[state=&quot;active&quot;]:grayscale-0" data-loading="false" aria-selected="false" aria-controls="radix-:R3pq6:-content-1" data-state="inactive" id="radix-:R3pq6:-trigger-1" tabindex="-1" data-orientation="horizontal" data-radix-collection-item=""><div class="max-inc25 flex max-h-full w-full justify-center lg:mx-inc50"><img src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/blt1c8e97589fdfe4e9/6711656f3a2bd4c3e7534f80/Boots.svg" class="max-h-full w-full max-w-[100%] transition duration-inc20 md:max-w-[165px]" alt="Boots logo"/></div><div class="absolute inset-x-neg00 bottom-neg00 h-inc10 rounded-inc30 bg-black20 group-data-[state=&quot;active&quot;][data-loading=&quot;false&quot;]:bg-blue60 group-data-[state=&quot;active&quot;][data-loading=&quot;true&quot;]:bg-blue80"><div class="h-full w-inc00 bg-inherit group-data-[state=&quot;active&quot;][data-loading=&quot;true&quot;]:animate-progress-bar group-data-[state=&quot;active&quot;][data-loading=&quot;true&quot;]:bg-blue60" style="animation-duration:8s"></div></div></button></div><div class="group mx-inc40 mb-inc30 flex max-w-maxWidthDesktop flex-col items-center justify-center gap-inc60 md:mx-inc50 md:mb-inc60 md:flex-row md:gap-inc60 lg:mx-inc70 lg:mb-neg00 lg:gap-inc60" data-visible="true" data-state="active" data-orientation="horizontal" role="tabpanel" aria-labelledby="radix-:R3pq6:-trigger-0" id="radix-:R3pq6:-content-0" tabindex="0" style="animation-duration:0s"><div class="w-full group-data-[visible=&quot;true&quot;]:animate-fade-in-left md:max-w-[216px]"><div class="flex flex-col items-center gap-inc70 self-start md:min-w-[150px] md:max-w-[172px] md:gap-inc90 lg:self-center"><div class="hidden w-full md:block"><img src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/bltd4d69256e047589a/6711657d322337058e6c1e9b/Ulta_Beauty.svg" class="!flex max-h-inc90 max-w-[100%] justify-center md:max-h-none" alt="Ulta Beauty logo image"/></div></div></div><div class="my-inc50 mr-inc20 hidden lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="111" height="392" viewBox="0 0 111 392" fill="none"><path d="M110.976 391.68V357H91.392C72.216 357 67.32 349.248 67.32 329.664V239.904C67.32 215.016 59.568 202.368 43.656 195.84C59.568 189.72 67.32 177.48 67.32 152.592V62.016C67.32 42.84 72.216 34.68 91.392 34.68H110.976V0H82.008C44.472 0 28.152 21.216 28.152 58.344V152.592C28.152 168.504 23.664 178.704 5.304 178.704H0V213.384H5.304C23.664 213.384 28.152 223.584 28.152 239.904V333.336C28.152 370.464 44.472 391.68 82.008 391.68H110.976Z" fill="#F5F7FA"></path></svg></div><div class="flex max-w-[784px] grow flex-col content-evenly justify-evenly gap-section20 group-data-[visible=&quot;true&quot;]:animate-fade-in-right"><style data-emotion="css 1b1pmoe">.css-1b1pmoe{box-sizing:border-box;margin:0;min-width:0;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}</style><div class="css-1b1pmoe"><style data-emotion="css 3pu2gp">.css-3pu2gp{margin:0;color:#014E3D;font-family:Source Code Pro;font-size:12px;font-weight:500;line-height:18px;letter-spacing:0.5px;border-left-color:#00ED64!important;border-left:none;-webkit-flex-basis:initial;-ms-flex-preferred-size:initial;flex-basis:initial;justify-self:flex-start;padding-left:8px;text-align:left;text-transform:uppercase;}</style><div class="css-3pu2gp">YEAR-ROUND INNOVATION</div></div><div class="flex flex-col gap-section20"><style data-emotion="css 8awcyh">.css-8awcyh{margin:0;color:#001E2B;font-family:MongoDB Value Serif,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:24px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-8awcyh{font-size:24px;line-height:32px;}}@media screen and (min-width: 768px){.css-8awcyh{font-size:28px;line-height:48px;}}</style><div class="font-normal css-8awcyh">“Microservices are not a silver bullet. For Ulta Beauty, the biggest challenge was how to break up a monolithic environment into multiple applications. We had to evolve our core systems without impacting today’s services.”</div><div><style data-emotion="css 1untns5">.css-1untns5{margin:0;color:#001E2B;font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:16px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-1untns5{font-size:16px;line-height:32px;}}@media screen and (min-width: 768px){.css-1untns5{font-size:18px;line-height:32px;}}@media screen and (min-width: 1024px){.css-1untns5{line-height:32px;}}</style><span class="css-1untns5">Sethu Madhav Vure</span><br/><style data-emotion="css w82ni0">.css-w82ni0{margin:0;color:#014E3D;font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-size:16px;font-weight:400;line-height:32px;}@media screen and (min-width: 460px){.css-w82ni0{font-size:16px;line-height:32px;}}@media screen and (min-width: 768px){.css-w82ni0{font-size:18px;line-height:32px;}}@media screen and (min-width: 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tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Guernsey</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Guinea</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Guinea-Bissau</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Guyana</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Haiti</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Heard Island and McDonald Islands</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Holy See (Vatican City State)</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Honduras</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Hong Kong</span></li><li role="option" tabindex="0" class="css-kiikqo"><span class="css-i2el1x">Hungary</span></li><li role="option" 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1fci34v">.css-1fci34v{box-sizing:border-box;margin:0;min-width:0;position:absolute;top:0;right:0;bottom:0;left:0;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}</style><div class="css-1fci34v"><style data-emotion="css 9vd5ud">.css-9vd5ud{width:100%;}</style><img fetchpriority="auto" alt="An illustration of users sharing information about building retail and e-commerce solutions on MongoDB." class="lazyload css-9vd5ud" data-src="https://images.contentstack.io/v3/assets/blt7151619cb9560896/blt9aab330eb8841c78/6593f9ecdd0067779c206af5/Retail_EndCap.svg" data-sizes="auto"/></div></div></div></div></div></div><div class=""><div class="px-outsideGutterSmall md:px-outsideGutterMedium lg:px-outsideGutterLarge duration-inc30 ease-out [transition-property:background-color,color,fill,stroke] pt-inc150 pb-inc90"><style data-emotion="css 1j4rh8i">.css-1j4rh8i{max-width:1416px;margin:auto;}</style><style data-emotion="css 6zwi0w">.css-6zwi0w{box-sizing:border-box;margin:0;min-width:0;display:grid;grid-gap:24px;grid-template-columns:repeat(6, 1fr);max-width:1416px;margin:auto;}@media screen and (min-width: 768px){.css-6zwi0w{grid-template-columns:repeat(8, 1fr);}}@media screen and (min-width: 1024px){.css-6zwi0w{grid-template-columns:repeat(12, 1fr);}}</style><div class="css-6zwi0w"><div class="col-[1_/_span_6] box-border md:col-[2_/_span_6] lg:col-[3_/_span_8]"></div><div id="faq" class="col-[1_/_span_6] box-border grid grid-cols-[repeat(6,1fr)] text-center md:col-[1_/_span_8] md:grid-cols-[repeat(8,1fr)] lg:col-[1_/_span_12] lg:grid-cols-[repeat(12,1fr)]"><div class="col-[1_/_span_6] box-border md:col-[2_/_span_6] lg:col-[3_/_span_8]"><h2 class="m-inc00 box-border font-heading font-light text-headingXLResponsive leading-headingXLResponsive lg:text-headingXL lg:leading-headingXL text-blue80">Retail Industry FAQs</h2></div><div class="col-[1_/_span_6] mt-inc30 box-border md:col-[2_/_span_6] md:mt-inc40 lg:col-[4_/_span_6] lg:mt-inc60"><span class="m-inc00 box-border font-body text-bodyLResponsive leading-bodyLResponsive lg:text-bodyL lg:leading-bodyL text-text-secondary">The questions most retailers ask MongoDB</span></div></div></div></div></div><div class="bg-black00 pt-inc00 pb-inc150 m-auto w-full flex flex-col items-center [&amp;&gt;*]:max-w-maxWidthDesktop px-inc40 md:px-inc50 lg:px-inc70" id=""><div class="m-inc00 mb-inc90 box-border text-center font-heading text-headingXLResponsive font-normal leading-headingXLResponsive subpixel-antialiased lg:mb-inc130 lg:text-headingXL lg:leading-headingXL"><h2 class="m-inc00 box-border text-center font-heading text-headingXLResponsive font-normal leading-headingXLResponsive subpixel-antialiased lg:text-headingXL lg:leading-headingXL text-blue80 mt-inc30 lg:mt-inc40"></h2></div><div><div class="grid grid-cols-12" aria-label="Accordion Control Group"><div role="button" tabindex="0" aria-label="accordion-tab" aria-controls="content-0" aria-expanded="false" class="border-black30 col-span-full border-x-inc00 border-b-[1px] border-t-inc00 border-solid py-inc50 first:border-t-[1px]"><div aria-label="accordion-tab-head" class="flex cursor-pointer select-none items-center" role="button" tabindex="-1"><h3 class="text-blue80 m-inc00 mr-inc30 flex-1 font-euclid-circular-a text-inc30 font-medium leading-headingXSResponsive lg:text-inc50 lg:leading-headingXS">How is MongoDB being used in the retail industry today?</h3><img src="https://webimages.mongodb.com/_com_assets/cms/kx0wvn02iwn4zu68z-plus.svg?auto=format%252Ccompress" class="size-[24px] lg:size-[32px]" alt="Plus Button"/></div><div aria-label="accordion-tab-body" class="mt-inc00 h-full overflow-hidden pr-inc40" style="max-height:0px;transition:max-height .2s ease-in-out"><div class="mr-inc20"><span class="m-inc00 font-euclid-circular-a font-normal leading-inc30 lg:text-inc30 text-black50 [&amp;_a]:font-medium [&amp;_a]:no-underline [&amp;_a]:text-blue60 [&amp;_a]:border-black80 [&amp;_a]:border-x-inc00 [&amp;_a]:border-b-[0] [&amp;_a]:border-t-inc00 [&amp;_a]:border-solid [&amp;_a]:transition-all hover:[&amp;_a]:border-b-[2px]"><p>The retail industry is MongoDB’s second largest customer base; we work with many of the big names in fashion, grocery, CPG (consumer packaged goods), and more.</p><p></p><p>As MongoDB is a general-purpose database, we are embedded in many different types of applications. One of the most common areas is e-commerce modernization, where retailers want to move from a legacy monolith on-premises system to a modern microservices architecture in the cloud. MongoDB is a great solution as it enables rapid development through an intuitive, flexible document model, and its cloud-native <a href="/multicloud/cloud-native?tck=retailpage" target="_self">architecture</a> gives the availability and resilience to provide a reliable 24/7 service.</p><p></p><p><span>In recent years, there have been more and more supply chain use cases: Optimize processes, give end-to-end visibility, or enable omnichannel experiences. Being able to unite disparate data sets and surface them for real-time consumption across organizations is vital for understanding the flow of stock and inventory.</span></p></span></div></div></div><div role="button" tabindex="0" aria-label="accordion-tab" aria-controls="content-1" aria-expanded="false" class="border-black30 col-span-full border-x-inc00 border-b-[1px] border-t-inc00 border-solid py-inc50 first:border-t-[1px]"><div aria-label="accordion-tab-head" class="flex cursor-pointer select-none items-center" role="button" tabindex="-1"><h3 class="text-blue80 m-inc00 mr-inc30 flex-1 font-euclid-circular-a text-inc30 font-medium leading-headingXSResponsive lg:text-inc50 lg:leading-headingXS">What’s the best database for retail product catalog modernization?</h3><img src="https://webimages.mongodb.com/_com_assets/cms/kx0wvn02iwn4zu68z-plus.svg?auto=format%252Ccompress" class="size-[24px] lg:size-[32px]" alt="Plus Button"/></div><div aria-label="accordion-tab-body" class="mt-inc00 h-full overflow-hidden pr-inc40" style="max-height:0px;transition:max-height .2s ease-in-out"><div class="mr-inc20"><span class="m-inc00 font-euclid-circular-a font-normal leading-inc30 lg:text-inc30 text-black50 [&amp;_a]:font-medium [&amp;_a]:no-underline [&amp;_a]:text-blue60 [&amp;_a]:border-black80 [&amp;_a]:border-x-inc00 [&amp;_a]:border-b-[0] [&amp;_a]:border-t-inc00 [&amp;_a]:border-solid [&amp;_a]:transition-all hover:[&amp;_a]:border-b-[2px]"><p>Product catalogs are probably our most common use case in retail because our document model maps intuitively to the data set. The product on the shelf becomes an object in code and then becomes a document in MongoDB. This reduces complexity and improves performance compared to a relational structure.</p><p></p><p>MongoDB’s flexible <a href="/nosql-explained/data-modeling?tck=retailpage" target="_self">document data model</a> allows product data to change over time so new products can be brought to market quickly. Also, data of different shapes can easily co-exist (think of a retailer selling everything from lemons to mobile phones) and storing hierarchical data (e.g., product families), which is much less complex in a NoSQL structure. This makes MongoDB ideal for product use cases.</p><div class="mt-inc40 [&amp;&gt;div]:flex-row"><style data-emotion="css 1fel3o7">.css-1fel3o7{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}@media screen and (min-width: 768px){.css-1fel3o7{-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}}</style><div class="[&amp;_a]:border-none css-1fel3o7"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="/collateral/implementing-an-operational-data-layer-for-product-catalog-modernization?tck=retailpage" target="_self" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Learn how some of our top customers are modernizing their product catalogs with MongoDB</span><style data-emotion="css 1n51jt3">.css-1n51jt3{min-width:40px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1n51jt3"><style data-emotion="css kv39m8">.css-kv39m8{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:9px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="chevron-container" class="css-kv39m8"><style data-emotion="css 1qe0he">.css-1qe0he{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:transparent;margin-top:16px;margin-bottom:16px;width:100%;-webkit-transition:width 300ms ease,background 300ms ease;transition:width 300ms ease,background 300ms ease;}</style><span data-testid="chevron-body" class="css-1qe0he"><style data-emotion="css awipqv">.css-awipqv{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;height:12px;top:-6px;-webkit-transition:width 300ms ease,height 300ms ease,top 300ms ease;transition:width 300ms ease,height 300ms ease,top 300ms ease;position:absolute;border-top:none;border-left:none;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;}</style><span data-testid="chevron-head" class="css-awipqv"></span></span></span></div></span></span></a></div></div></span></div></div></div><div role="button" tabindex="0" aria-label="accordion-tab" aria-controls="content-2" aria-expanded="false" class="border-black30 col-span-full border-x-inc00 border-b-[1px] border-t-inc00 border-solid py-inc50 first:border-t-[1px]"><div aria-label="accordion-tab-head" class="flex cursor-pointer select-none items-center" role="button" tabindex="-1"><h3 class="text-blue80 m-inc00 mr-inc30 flex-1 font-euclid-circular-a text-inc30 font-medium leading-headingXSResponsive lg:text-inc50 lg:leading-headingXS">What are the most important omnichannel retail customer experiences today, and how can MongoDB help?</h3><img src="https://webimages.mongodb.com/_com_assets/cms/kx0wvn02iwn4zu68z-plus.svg?auto=format%252Ccompress" class="size-[24px] lg:size-[32px]" alt="Plus Button"/></div><div aria-label="accordion-tab-body" class="mt-inc00 h-full overflow-hidden pr-inc40" style="max-height:0px;transition:max-height .2s ease-in-out"><div class="mr-inc20"><span class="m-inc00 font-euclid-circular-a font-normal leading-inc30 lg:text-inc30 text-black50 [&amp;_a]:font-medium [&amp;_a]:no-underline [&amp;_a]:text-blue60 [&amp;_a]:border-black80 [&amp;_a]:border-x-inc00 [&amp;_a]:border-b-[0] [&amp;_a]:border-t-inc00 [&amp;_a]:border-solid [&amp;_a]:transition-all hover:[&amp;_a]:border-b-[2px]"><p>Customer expectations are constantly growing and evolving in this space. Digitally driven experiences like curbside pick-up and next-day delivery are now considered standard practices, but these are not easy to deliver if you’re an established retailer with decades of technical debt and siloed data stores.</p><p></p><p>Coupled with this, technology-forward retailers are taking market share by offering new experiences. For example, in-store staff gains the ability to access loyalty accounts at the register and offer customized offers or gifts in real time.</p><p></p><p>For any one of these experiences, retailers need to have a single view of stock, inventory, and the customer available in real time. Creating an <a href="/collateral/implementing-an-operational-data-layer?tck=retailpage" target="_self">operational data layer</a> in MongoDB can be a great solution for this. By combining data in a performant and flexible manner, it becomes easy to create these new experiences.</p><div class="mt-inc40 [&amp;&gt;div]:flex-row"><style data-emotion="css 1fel3o7">.css-1fel3o7{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}@media screen and (min-width: 768px){.css-1fel3o7{-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}}</style><div class="[&amp;_a]:border-none css-1fel3o7"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="/blog/post/break-down-silos-wdata-mesh-approach-omnichannel-retail?tck=retailpage" target="_self" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Break Down Silos with a Data Mesh Approach to Omnichannel Retail</span><style data-emotion="css 1n51jt3">.css-1n51jt3{min-width:40px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1n51jt3"><style data-emotion="css kv39m8">.css-kv39m8{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:9px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="chevron-container" class="css-kv39m8"><style data-emotion="css 1qe0he">.css-1qe0he{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:transparent;margin-top:16px;margin-bottom:16px;width:100%;-webkit-transition:width 300ms ease,background 300ms ease;transition:width 300ms ease,background 300ms ease;}</style><span data-testid="chevron-body" class="css-1qe0he"><style data-emotion="css awipqv">.css-awipqv{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;height:12px;top:-6px;-webkit-transition:width 300ms ease,height 300ms ease,top 300ms ease;transition:width 300ms ease,height 300ms ease,top 300ms ease;position:absolute;border-top:none;border-left:none;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;}</style><span data-testid="chevron-head" class="css-awipqv"></span></span></span></div></span></span></a></div></div></span></div></div></div><div role="button" tabindex="0" aria-label="accordion-tab" aria-controls="content-3" aria-expanded="false" class="border-black30 col-span-full border-x-inc00 border-b-[1px] border-t-inc00 border-solid py-inc50 first:border-t-[1px]"><div aria-label="accordion-tab-head" class="flex cursor-pointer select-none items-center" role="button" tabindex="-1"><h3 class="text-blue80 m-inc00 mr-inc30 flex-1 font-euclid-circular-a text-inc30 font-medium leading-headingXSResponsive lg:text-inc50 lg:leading-headingXS">How does MongoDB differ from competing retail databases?</h3><img src="https://webimages.mongodb.com/_com_assets/cms/kx0wvn02iwn4zu68z-plus.svg?auto=format%252Ccompress" class="size-[24px] lg:size-[32px]" alt="Plus Button"/></div><div aria-label="accordion-tab-body" class="mt-inc00 h-full overflow-hidden pr-inc40" style="max-height:0px;transition:max-height .2s ease-in-out"><div class="mr-inc20"><span class="m-inc00 font-euclid-circular-a font-normal leading-inc30 lg:text-inc30 text-black50 [&amp;_a]:font-medium [&amp;_a]:no-underline [&amp;_a]:text-blue60 [&amp;_a]:border-black80 [&amp;_a]:border-x-inc00 [&amp;_a]:border-b-[0] [&amp;_a]:border-t-inc00 [&amp;_a]:border-solid [&amp;_a]:transition-all hover:[&amp;_a]:border-b-[2px]"><p>There are two main groups of databases that we compete within the retail space. </p><p></p><p>One is traditional <a href="/compare/relational-vs-non-relational-databases?tck=retailpage" target="_self">RDBMS,</a> which includes Oracle, MySQL, Postgres, etc. Retailers will have established skill sets in these technologies but will often choose to modernize onto NoSQL technology. This is because the rigid structure of RDBMS inhibits change. The schema must be changed for every new product or attribute of a customer that will be added, which slows down the time to market. These technologies are also not built for the cloud; their active-passive architecture is designed for a data center, and it needs more resilience and availability for a 24/7, always-on service. For e-commerce, where downtime reduces revenue, this is unacceptable.</p><p></p><p>The second type is other NoSQL database services that are available in the cloud. The document model and always-on service is appealing, but many of these lack vital functionality. Some are merely <a href="/databases/key-value-database?tck=retailpage" target="_self">key-value stores</a> incapable of answering complex queries, and with no secondary indexing capabilities, they cannot serve multiple workloads adequately and do not handle relevant data types (e.g., Decimal128 for dynamic pricing). Retailers that begin on these services often move to MongoDB when they realize other databases are not meeting their requirements.</p><p> </p><p>A great example of this is the ability in MongoDB to do <a href="/collateral/application-driven-analytics?tck=retailpage" target="_self">in-app analytics</a>. Our <a href="/basics/aggregation-pipeline?tck=retailpage" target="_self">aggregation pipeline</a> means that you can run simple analytics in the database in real time and perform complex transformations.</p><div class="mt-inc40 [&amp;&gt;div]:flex-row"><style data-emotion="css 1fel3o7">.css-1fel3o7{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}@media screen and (min-width: 768px){.css-1fel3o7{-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}}</style><div class="[&amp;_a]:border-none css-1fel3o7"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="/collateral/application-driven-analytics-in-app-and-real-time-insights-for-retailers?tck=retailpage" target="_self" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Application-Driven Analytics: In-App and Real-Time Insights for Retailers</span><style data-emotion="css 1n51jt3">.css-1n51jt3{min-width:40px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1n51jt3"><style data-emotion="css kv39m8">.css-kv39m8{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:9px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="chevron-container" class="css-kv39m8"><style data-emotion="css 1qe0he">.css-1qe0he{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:transparent;margin-top:16px;margin-bottom:16px;width:100%;-webkit-transition:width 300ms ease,background 300ms ease;transition:width 300ms ease,background 300ms ease;}</style><span data-testid="chevron-body" class="css-1qe0he"><style data-emotion="css awipqv">.css-awipqv{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;height:12px;top:-6px;-webkit-transition:width 300ms ease,height 300ms ease,top 300ms ease;transition:width 300ms ease,height 300ms ease,top 300ms ease;position:absolute;border-top:none;border-left:none;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;}</style><span data-testid="chevron-head" class="css-awipqv"></span></span></span></div></span></span></a></div></div></span></div></div></div><div role="button" tabindex="0" aria-label="accordion-tab" aria-controls="content-4" aria-expanded="false" class="border-black30 col-span-full border-x-inc00 border-b-[1px] border-t-inc00 border-solid py-inc50 first:border-t-[1px]"><div aria-label="accordion-tab-head" class="flex cursor-pointer select-none items-center" role="button" tabindex="-1"><h3 class="text-blue80 m-inc00 mr-inc30 flex-1 font-euclid-circular-a text-inc30 font-medium leading-headingXSResponsive lg:text-inc50 lg:leading-headingXS">How can a database help provide personalization in the retail industry?</h3><img src="https://webimages.mongodb.com/_com_assets/cms/kx0wvn02iwn4zu68z-plus.svg?auto=format%252Ccompress" class="size-[24px] lg:size-[32px]" alt="Plus Button"/></div><div aria-label="accordion-tab-body" class="mt-inc00 h-full overflow-hidden pr-inc40" style="max-height:0px;transition:max-height .2s ease-in-out"><div class="mr-inc20"><span class="m-inc00 font-euclid-circular-a font-normal leading-inc30 lg:text-inc30 text-black50 [&amp;_a]:font-medium [&amp;_a]:no-underline [&amp;_a]:text-blue60 [&amp;_a]:border-black80 [&amp;_a]:border-x-inc00 [&amp;_a]:border-b-[0] [&amp;_a]:border-t-inc00 [&amp;_a]:border-solid [&amp;_a]:transition-all hover:[&amp;_a]:border-b-[2px]"><p>The ability to provide personalized experiences is vital to capture the attention of the customer and help them find what they want. MongoDB’s ability to do <a href="/basics/real-time-analytics-examples?tck=retailpage" target="_self">real-time analytics</a> in the operational data layer means that retailers can build applications that react in real time to what the customer is doing. For example, personalized product recommendations, tailored offers, dynamic pricing, and more. Retailers are realizing that if they have to ETL data off to another system, then they are acting on data that is stale, and the customer has moved on. </p><p></p><p>See this <a href="/customers/otto?tck=retailpage" target="_self">use case at OTTO</a>, where e-commerce modernization was reinvented on MongoDB. OTTO only takes one to two seconds to access customer profiles in real time and decide how to react.</p><div class="mt-inc40 [&amp;&gt;div]:flex-row"><style data-emotion="css 1fel3o7">.css-1fel3o7{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}@media screen and (min-width: 768px){.css-1fel3o7{-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}}</style><div class="[&amp;_a]:border-none css-1fel3o7"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" href="/customers/otto?tck=retailpage" target="_self" class="css-orp1up" data-track="true"><style data-emotion="css 1kjyyeh">.css-1kjyyeh{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;text-align:left;}.css-1kjyyeh .textlink-default-text-class{color:#006CFA;line-height:32px;border-bottom:2px solid transparent;}.css-1kjyyeh .textlink-default-text-class:hover{border-bottom:2px solid #061621;}.css-1kjyyeh .textlink-arrow-class{color:#001E2B;line-height:32px;}.css-1kjyyeh .textlink-link-icon-class{color:#001E2B;line-height:32px;}</style><span class="css-1kjyyeh"><style data-emotion="css 1pghxfk">.css-1pghxfk{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}.css-1pghxfk:hover{color:#001E2B;}.css-1pghxfk:hover span{color:#00684A;}</style><span class="css-1pghxfk"><style data-emotion="css 17tmg2e">.css-17tmg2e{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;font-size:16px;line-height:32px;color:#006CFA;}.css-17tmg2e:hover{color:#00684A;-webkit-text-decoration:none;text-decoration:none;}</style><span class="textlink-link-icon-class css-17tmg2e">Read the use case from OTTO</span><style data-emotion="css 1n51jt3">.css-1n51jt3{min-width:40px;margin-left:16px;}</style><div data-testid="link-icon-container" class="css-1n51jt3"><style data-emotion="css kv39m8">.css-kv39m8{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:9px;-webkit-transition:width 300ms ease;transition:width 300ms ease;}</style><span data-testid="chevron-container" class="css-kv39m8"><style data-emotion="css 1qe0he">.css-1qe0he{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:2px;position:relative;background:transparent;margin-top:16px;margin-bottom:16px;width:100%;-webkit-transition:width 300ms ease,background 300ms ease;transition:width 300ms ease,background 300ms ease;}</style><span data-testid="chevron-body" class="css-1qe0he"><style data-emotion="css awipqv">.css-awipqv{border:2px solid;border-color:#00684A;border-radius:2px;width:12px;height:12px;top:-6px;-webkit-transition:width 300ms ease,height 300ms ease,top 300ms ease;transition:width 300ms ease,height 300ms ease,top 300ms ease;position:absolute;border-top:none;border-left:none;-webkit-transform:rotate(-45deg);-moz-transform:rotate(-45deg);-ms-transform:rotate(-45deg);transform:rotate(-45deg);right:0;}</style><span data-testid="chevron-head" class="css-awipqv"></span></span></span></div></span></span></a></div></div></span></div></div></div><div role="button" tabindex="0" aria-label="accordion-tab" aria-controls="content-5" aria-expanded="false" class="border-black30 col-span-full border-x-inc00 border-b-[1px] border-t-inc00 border-solid py-inc50 first:border-t-[1px]"><div aria-label="accordion-tab-head" class="flex cursor-pointer select-none items-center" role="button" tabindex="-1"><h3 class="text-blue80 m-inc00 mr-inc30 flex-1 font-euclid-circular-a text-inc30 font-medium leading-headingXSResponsive lg:text-inc50 lg:leading-headingXS">Retailers often talk about moving towards a “MACH” architecture. What is this, and where does MongoDB fit in?</h3><img src="https://webimages.mongodb.com/_com_assets/cms/kx0wvn02iwn4zu68z-plus.svg?auto=format%252Ccompress" class="size-[24px] lg:size-[32px]" alt="Plus Button"/></div><div aria-label="accordion-tab-body" class="mt-inc00 h-full overflow-hidden pr-inc40" style="max-height:0px;transition:max-height .2s ease-in-out"><div class="mr-inc20"><span class="m-inc00 font-euclid-circular-a font-normal leading-inc30 lg:text-inc30 text-black50 [&amp;_a]:font-medium [&amp;_a]:no-underline [&amp;_a]:text-blue60 [&amp;_a]:border-black80 [&amp;_a]:border-x-inc00 [&amp;_a]:border-b-[0] [&amp;_a]:border-t-inc00 [&amp;_a]:border-solid [&amp;_a]:transition-all hover:[&amp;_a]:border-b-[2px]"><p>The MACH Alliance is a non-profit organization fostering the adoption of composable architecture principles. It stands for Microservices, API-First, Cloud-Native SaaS, and Headless.</p><p></p><p>The MACH Alliance’s Manifesto is to future-proof enterprise technology and propel current and future digital experiences. The MACH Alliance and the creation of this set of principles originated in the retail industry. Several of the co-founders of the MACH Alliance are technology companies building for retail use cases: For example, commercetools is a composable commerce platform for retail (built completely on MongoDB).</p><p></p><p>MongoDB has been a member of the MACH Alliance since 2020 as an “enabler” member, meaning using our technology can enable the implementation of the MACH principles in application architectures. This is because a data layer built on MongoDB is ideal as the basis for a MACH architecture.</p><p></p><div class="mt-inc40 [&amp;&gt;div]:flex-row"><style data-emotion="css 1fel3o7">.css-1fel3o7{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}@media screen and (min-width: 768px){.css-1fel3o7{-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}}</style><div class="[&amp;_a]:border-none css-1fel3o7"><style data-emotion="css orp1up">.css-orp1up{font-family:Euclid Circular A,Noto Sans KR,Noto Sans SC,Noto Sans JP;font-weight:500;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;display:inline-block;font-size:16px;line-height:32px;color:#006CFA;}.css-orp1up:hover{-webkit-text-decoration:none;text-decoration:none;}</style><a tabindex="0" 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Section Overview - FAQ","updated_at":"2024-09-09T14:37:36.757Z","updated_by":"blt96d9b35cb26dcea3","vertical_spacing_bottom":"large","vertical_spacing_top":"xxlarge","publish_details":{"environment":"blt2f5d32cb4d49d5ad","locale":"en-us","time":"2024-11-12T14:04:26.795Z","user":"blteb55f08baf301065","$":{"environment":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.environment"},"locale":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.locale"},"time":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.time"},"user":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.user"}}},"$":{"_content_type_uid":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us._content_type_uid"},"_version":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us._version"},"locale":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.locale"},"uid":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.uid"},"ACL":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.ACL"},"_in_progress":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us._in_progress"},"border_radius":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.border_radius"},"created_at":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.created_at"},"created_by":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.created_by"},"cta1":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.cta1"},"cta2":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.cta2"},"header_font_size":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.header_font_size"},"link_id":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.link_id"},"main_title":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.main_title"},"multiline_text":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.multiline_text"},"tags":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.tags"},"theme":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.theme"},"title":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.title"},"updated_at":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.updated_at"},"updated_by":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.updated_by"},"vertical_spacing_bottom":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.vertical_spacing_bottom"},"vertical_spacing_top":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.vertical_spacing_top"},"publish_details":{"data-cslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details"}}},{"_content_type_uid":"accordions","_version":11,"locale":"en-us","uid":"blt0c0de64a1ee7a89c","ACL":{"$":{}},"_in_progress":false,"created_at":"2023-12-19T19:23:35.808Z","created_by":"blt96d9b35cb26dcea3","entry_content":{"title":"","description":"","tabs":[{"header":"How is MongoDB being used in the retail industry today?","_metadata":{"uid":"csf6aff4b58058091e","$":{"uid":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0._metadata.uid"}}},"description":"\u003cp\u003eThe retail industry is MongoDB’s second largest customer base; we work with many of the big names in fashion, grocery, CPG (consumer packaged goods), and more.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eAs MongoDB is a general-purpose database, we are embedded in many different types of applications. One of the most common areas is e-commerce modernization, where retailers want to move from a legacy monolith on-premises system to a modern microservices architecture in the cloud. MongoDB is a great solution as it enables rapid development through an intuitive, flexible document model, and its cloud-native \u003ca href=\"/multicloud/cloud-native?tck=retailpage\" target=\"_self\"\u003earchitecture\u003c/a\u003e gives the availability and resilience to provide a reliable 24/7 service.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003e\u003cspan\u003eIn recent years, there have been more and more supply chain use cases: Optimize processes, give end-to-end visibility, or enable omnichannel experiences. Being able to unite disparate data sets and surface them for real-time consumption across organizations is vital for understanding the flow of stock and inventory.\u003c/span\u003e\u003c/p\u003e","call_to_action":{"internal_reference":[],"open_in_new_window":false,"text":"","href":"","$":{"internal_reference":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.internal_reference"},"open_in_new_window":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.open_in_new_window"},"text":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.text"},"href":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.href"}}},"$":{"header":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.header"},"_metadata":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0._metadata"},"description":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.description"},"call_to_action":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action"}}},{"header":"What’s the best database for retail product catalog modernization?","_metadata":{"uid":"csc6f2bb043f412c2e","$":{"uid":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1._metadata.uid"}}},"description":"\u003cp\u003eProduct catalogs are probably our most common use case in retail because our document model maps intuitively to the data set. The product on the shelf becomes an object in code and then becomes a document in MongoDB. This reduces complexity and improves performance compared to a relational structure.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eMongoDB’s flexible \u003ca href=\"/nosql-explained/data-modeling?tck=retailpage\" target=\"_self\"\u003edocument data model\u003c/a\u003e allows product data to change over time so new products can be brought to market quickly. Also, data of different shapes can easily co-exist (think of a retailer selling everything from lemons to mobile phones) and storing hierarchical data (e.g., product families), which is much less complex in a NoSQL structure. This makes MongoDB ideal for product use cases.\u003c/p\u003e","call_to_action":{"internal_reference":[],"open_in_new_window":false,"text":"Learn how some of our top customers are modernizing their product catalogs with MongoDB","href":"/collateral/implementing-an-operational-data-layer-for-product-catalog-modernization?tck=retailpage","$":{"internal_reference":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.internal_reference"},"open_in_new_window":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.open_in_new_window"},"text":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.text"},"href":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.href"}}},"$":{"header":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.header"},"_metadata":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1._metadata"},"description":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.description"},"call_to_action":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action"}}},{"header":"What are the most important omnichannel retail customer experiences today, and how can MongoDB help?","_metadata":{"uid":"cs53ffef8bd53490fa","$":{"uid":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2._metadata.uid"}}},"description":"\u003cp\u003eCustomer expectations are constantly growing and evolving in this space. Digitally driven experiences like curbside pick-up and next-day delivery are now considered standard practices, but these are not easy to deliver if you’re an established retailer with decades of technical debt and siloed data stores.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eCoupled with this, technology-forward retailers are taking market share by offering new experiences. For example, in-store staff gains the ability to access loyalty accounts at the register and offer customized offers or gifts in real time.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eFor any one of these experiences, retailers need to have a single view of stock, inventory, and the customer available in real time. Creating an \u003ca href=\"/collateral/implementing-an-operational-data-layer?tck=retailpage\" target=\"_self\"\u003eoperational data layer\u003c/a\u003e in MongoDB can be a great solution for this. By combining data in a performant and flexible manner, it becomes easy to create these new experiences.\u003c/p\u003e","call_to_action":{"internal_reference":[],"open_in_new_window":false,"text":"Break Down Silos with a Data Mesh Approach to Omnichannel Retail","href":"/blog/post/break-down-silos-wdata-mesh-approach-omnichannel-retail?tck=retailpage","$":{"internal_reference":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.internal_reference"},"open_in_new_window":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.open_in_new_window"},"text":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.text"},"href":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.href"}}},"$":{"header":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.header"},"_metadata":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2._metadata"},"description":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.description"},"call_to_action":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action"}}},{"header":"How does MongoDB differ from competing retail databases?","_metadata":{"uid":"cs2ab71367cd9b38a0","$":{"uid":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3._metadata.uid"}}},"description":"\u003cp\u003eThere are two main groups of databases that we compete within the retail space. \u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eOne is traditional \u003ca href=\"/compare/relational-vs-non-relational-databases?tck=retailpage\" target=\"_self\"\u003eRDBMS,\u003c/a\u003e which includes Oracle, MySQL, Postgres, etc. Retailers will have established skill sets in these technologies but will often choose to modernize onto NoSQL technology. This is because the rigid structure of RDBMS inhibits change. The schema must be changed for every new product or attribute of a customer that will be added, which slows down the time to market. These technologies are also not built for the cloud; their active-passive architecture is designed for a data center, and it needs more resilience and availability for a 24/7, always-on service. For e-commerce, where downtime reduces revenue, this is unacceptable.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eThe second type is other NoSQL database services that are available in the cloud. The document model and always-on service is appealing, but many of these lack vital functionality. Some are merely \u003ca href=\"/databases/key-value-database?tck=retailpage\" target=\"_self\"\u003ekey-value stores\u003c/a\u003e incapable of answering complex queries, and with no secondary indexing capabilities, they cannot serve multiple workloads adequately and do not handle relevant data types (e.g., Decimal128 for dynamic pricing). Retailers that begin on these services often move to MongoDB when they realize other databases are not meeting their requirements.\u003c/p\u003e\u003cp\u003e \u003c/p\u003e\u003cp\u003eA great example of this is the ability in MongoDB to do \u003ca href=\"/collateral/application-driven-analytics?tck=retailpage\" target=\"_self\"\u003ein-app analytics\u003c/a\u003e. Our \u003ca href=\"/basics/aggregation-pipeline?tck=retailpage\" target=\"_self\"\u003eaggregation pipeline\u003c/a\u003e means that you can run simple analytics in the database in real time and perform complex transformations.\u003c/p\u003e","call_to_action":{"internal_reference":[],"open_in_new_window":false,"text":"Application-Driven Analytics: In-App and Real-Time Insights for Retailers","href":"/collateral/application-driven-analytics-in-app-and-real-time-insights-for-retailers?tck=retailpage","$":{"internal_reference":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.internal_reference"},"open_in_new_window":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.open_in_new_window"},"text":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.text"},"href":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.href"}}},"$":{"header":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.header"},"_metadata":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3._metadata"},"description":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.description"},"call_to_action":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action"}}},{"header":"How can a database help provide personalization in the retail industry?","_metadata":{"uid":"cs05f94ba419ad167b","$":{"uid":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4._metadata.uid"}}},"description":"\u003cp\u003eThe ability to provide personalized experiences is vital to capture the attention of the customer and help them find what they want. MongoDB’s ability to do \u003ca href=\"/basics/real-time-analytics-examples?tck=retailpage\" target=\"_self\"\u003ereal-time analytics\u003c/a\u003e in the operational data layer means that retailers can build applications that react in real time to what the customer is doing. For example, personalized product recommendations, tailored offers, dynamic pricing, and more. Retailers are realizing that if they have to ETL data off to another system, then they are acting on data that is stale, and the customer has moved on. \u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eSee this \u003ca href=\"/customers/otto?tck=retailpage\" target=\"_self\"\u003euse case at OTTO\u003c/a\u003e, where e-commerce modernization was reinvented on MongoDB. OTTO only takes one to two seconds to access customer profiles in real time and decide how to react.\u003c/p\u003e","call_to_action":{"internal_reference":[],"open_in_new_window":false,"text":"Read the use case from OTTO","href":"/customers/otto?tck=retailpage","$":{"internal_reference":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.internal_reference"},"open_in_new_window":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.open_in_new_window"},"text":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.text"},"href":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.href"}}},"$":{"header":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.header"},"_metadata":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4._metadata"},"description":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.description"},"call_to_action":{"data-cslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action"}}},{"header":"Retailers often talk about moving towards a “MACH” architecture. 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Section Overview - FAQ","updatedAt":"2024-09-09T14:37:36.757Z","updatedBy":"blt96d9b35cb26dcea3","verticalSpacingBottom":"large","verticalSpacingTop":"xxlarge","publishDetails":{"environment":"blt2f5d32cb4d49d5ad","locale":"en-us","time":"2024-11-12T14:04:26.795Z","user":"blteb55f08baf301065","":{"environment":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.environment"},"locale":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.locale"},"time":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.time"},"user":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details.user"}}},"":{"contentTypeUid":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us._content_type_uid"},"version":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us._version"},"locale":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.locale"},"uid":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.uid"},"acl":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.ACL"},"inProgress":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us._in_progress"},"borderRadius":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.border_radius"},"createdAt":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.created_at"},"createdBy":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.created_by"},"cta1":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.cta1"},"cta2":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.cta2"},"headerFontSize":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.header_font_size"},"linkId":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.link_id"},"mainTitle":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.main_title"},"multilineText":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.multiline_text"},"tags":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.tags"},"theme":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.theme"},"title":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.title"},"updatedAt":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.updated_at"},"updatedBy":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.updated_by"},"verticalSpacingBottom":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.vertical_spacing_bottom"},"verticalSpacingTop":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.vertical_spacing_top"},"publishDetails":{"dataCslp":"section_overview.blt5797933bd9cb3d0c.en-us.publish_details"}}}},{"name":"Accordions","props":{"version":11,"locale":"en-us","uid":"blt0c0de64a1ee7a89c","acl":{"":{}},"inProgress":false,"createdAt":"2023-12-19T19:23:35.808Z","createdBy":"blt96d9b35cb26dcea3","entryContent":{"title":"","description":"","tabs":[{"header":"How is MongoDB being used in the retail industry today?","metadata":{"uid":"csf6aff4b58058091e","":{"uid":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0._metadata.uid"}}},"description":"\u003cp\u003eThe retail industry is MongoDB’s second largest customer base; we work with many of the big names in fashion, grocery, CPG (consumer packaged goods), and more.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eAs MongoDB is a general-purpose database, we are embedded in many different types of applications. One of the most common areas is e-commerce modernization, where retailers want to move from a legacy monolith on-premises system to a modern microservices architecture in the cloud. MongoDB is a great solution as it enables rapid development through an intuitive, flexible document model, and its cloud-native \u003ca href=\"/multicloud/cloud-native?tck=retailpage\" target=\"_self\"\u003earchitecture\u003c/a\u003e gives the availability and resilience to provide a reliable 24/7 service.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003e\u003cspan\u003eIn recent years, there have been more and more supply chain use cases: Optimize processes, give end-to-end visibility, or enable omnichannel experiences. Being able to unite disparate data sets and surface them for real-time consumption across organizations is vital for understanding the flow of stock and inventory.\u003c/span\u003e\u003c/p\u003e","callToAction":{"internalReference":[],"openInNewWindow":false,"text":"","href":"","":{"internalReference":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.internal_reference"},"openInNewWindow":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.open_in_new_window"},"text":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.text"},"href":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action.href"}}},"":{"header":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.header"},"metadata":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0._metadata"},"description":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.description"},"callToAction":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.0.call_to_action"}}},{"header":"What’s the best database for retail product catalog modernization?","metadata":{"uid":"csc6f2bb043f412c2e","":{"uid":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1._metadata.uid"}}},"description":"\u003cp\u003eProduct catalogs are probably our most common use case in retail because our document model maps intuitively to the data set. The product on the shelf becomes an object in code and then becomes a document in MongoDB. This reduces complexity and improves performance compared to a relational structure.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eMongoDB’s flexible \u003ca href=\"/nosql-explained/data-modeling?tck=retailpage\" target=\"_self\"\u003edocument data model\u003c/a\u003e allows product data to change over time so new products can be brought to market quickly. Also, data of different shapes can easily co-exist (think of a retailer selling everything from lemons to mobile phones) and storing hierarchical data (e.g., product families), which is much less complex in a NoSQL structure. This makes MongoDB ideal for product use cases.\u003c/p\u003e","callToAction":{"internalReference":[],"openInNewWindow":false,"text":"Learn how some of our top customers are modernizing their product catalogs with MongoDB","href":"/collateral/implementing-an-operational-data-layer-for-product-catalog-modernization?tck=retailpage","":{"internalReference":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.internal_reference"},"openInNewWindow":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.open_in_new_window"},"text":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.text"},"href":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action.href"}}},"":{"header":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.header"},"metadata":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1._metadata"},"description":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.description"},"callToAction":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.1.call_to_action"}}},{"header":"What are the most important omnichannel retail customer experiences today, and how can MongoDB help?","metadata":{"uid":"cs53ffef8bd53490fa","":{"uid":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2._metadata.uid"}}},"description":"\u003cp\u003eCustomer expectations are constantly growing and evolving in this space. Digitally driven experiences like curbside pick-up and next-day delivery are now considered standard practices, but these are not easy to deliver if you’re an established retailer with decades of technical debt and siloed data stores.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eCoupled with this, technology-forward retailers are taking market share by offering new experiences. For example, in-store staff gains the ability to access loyalty accounts at the register and offer customized offers or gifts in real time.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eFor any one of these experiences, retailers need to have a single view of stock, inventory, and the customer available in real time. Creating an \u003ca href=\"/collateral/implementing-an-operational-data-layer?tck=retailpage\" target=\"_self\"\u003eoperational data layer\u003c/a\u003e in MongoDB can be a great solution for this. By combining data in a performant and flexible manner, it becomes easy to create these new experiences.\u003c/p\u003e","callToAction":{"internalReference":[],"openInNewWindow":false,"text":"Break Down Silos with a Data Mesh Approach to Omnichannel Retail","href":"/blog/post/break-down-silos-wdata-mesh-approach-omnichannel-retail?tck=retailpage","":{"internalReference":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.internal_reference"},"openInNewWindow":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.open_in_new_window"},"text":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.text"},"href":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action.href"}}},"":{"header":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.header"},"metadata":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2._metadata"},"description":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.description"},"callToAction":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.2.call_to_action"}}},{"header":"How does MongoDB differ from competing retail databases?","metadata":{"uid":"cs2ab71367cd9b38a0","":{"uid":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3._metadata.uid"}}},"description":"\u003cp\u003eThere are two main groups of databases that we compete within the retail space. \u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eOne is traditional \u003ca href=\"/compare/relational-vs-non-relational-databases?tck=retailpage\" target=\"_self\"\u003eRDBMS,\u003c/a\u003e which includes Oracle, MySQL, Postgres, etc. Retailers will have established skill sets in these technologies but will often choose to modernize onto NoSQL technology. This is because the rigid structure of RDBMS inhibits change. The schema must be changed for every new product or attribute of a customer that will be added, which slows down the time to market. These technologies are also not built for the cloud; their active-passive architecture is designed for a data center, and it needs more resilience and availability for a 24/7, always-on service. For e-commerce, where downtime reduces revenue, this is unacceptable.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eThe second type is other NoSQL database services that are available in the cloud. The document model and always-on service is appealing, but many of these lack vital functionality. Some are merely \u003ca href=\"/databases/key-value-database?tck=retailpage\" target=\"_self\"\u003ekey-value stores\u003c/a\u003e incapable of answering complex queries, and with no secondary indexing capabilities, they cannot serve multiple workloads adequately and do not handle relevant data types (e.g., Decimal128 for dynamic pricing). Retailers that begin on these services often move to MongoDB when they realize other databases are not meeting their requirements.\u003c/p\u003e\u003cp\u003e \u003c/p\u003e\u003cp\u003eA great example of this is the ability in MongoDB to do \u003ca href=\"/collateral/application-driven-analytics?tck=retailpage\" target=\"_self\"\u003ein-app analytics\u003c/a\u003e. Our \u003ca href=\"/basics/aggregation-pipeline?tck=retailpage\" target=\"_self\"\u003eaggregation pipeline\u003c/a\u003e means that you can run simple analytics in the database in real time and perform complex transformations.\u003c/p\u003e","callToAction":{"internalReference":[],"openInNewWindow":false,"text":"Application-Driven Analytics: In-App and Real-Time Insights for Retailers","href":"/collateral/application-driven-analytics-in-app-and-real-time-insights-for-retailers?tck=retailpage","":{"internalReference":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.internal_reference"},"openInNewWindow":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.open_in_new_window"},"text":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.text"},"href":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action.href"}}},"":{"header":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.header"},"metadata":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3._metadata"},"description":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.description"},"callToAction":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.3.call_to_action"}}},{"header":"How can a database help provide personalization in the retail industry?","metadata":{"uid":"cs05f94ba419ad167b","":{"uid":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4._metadata.uid"}}},"description":"\u003cp\u003eThe ability to provide personalized experiences is vital to capture the attention of the customer and help them find what they want. MongoDB’s ability to do \u003ca href=\"/basics/real-time-analytics-examples?tck=retailpage\" target=\"_self\"\u003ereal-time analytics\u003c/a\u003e in the operational data layer means that retailers can build applications that react in real time to what the customer is doing. For example, personalized product recommendations, tailored offers, dynamic pricing, and more. Retailers are realizing that if they have to ETL data off to another system, then they are acting on data that is stale, and the customer has moved on. \u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eSee this \u003ca href=\"/customers/otto?tck=retailpage\" target=\"_self\"\u003euse case at OTTO\u003c/a\u003e, where e-commerce modernization was reinvented on MongoDB. OTTO only takes one to two seconds to access customer profiles in real time and decide how to react.\u003c/p\u003e","callToAction":{"internalReference":[],"openInNewWindow":false,"text":"Read the use case from OTTO","href":"/customers/otto?tck=retailpage","":{"internalReference":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.internal_reference"},"openInNewWindow":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.open_in_new_window"},"text":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.text"},"href":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action.href"}}},"":{"header":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.header"},"metadata":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4._metadata"},"description":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.description"},"callToAction":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.4.call_to_action"}}},{"header":"Retailers often talk about moving towards a “MACH” architecture. What is this, and where does MongoDB fit in?","metadata":{"uid":"csb42412a281bb360e","":{"uid":{"dataCslp":"accordions.blt0c0de64a1ee7a89c.en-us.entry_content.tabs.5._metadata.uid"}}},"description":"\u003cp\u003eThe MACH Alliance is a non-profit organization fostering the adoption of composable architecture principles. It stands for Microservices, API-First, Cloud-Native SaaS, and Headless.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eThe MACH Alliance’s Manifesto is to future-proof enterprise technology and propel current and future digital experiences. The MACH Alliance and the creation of this set of principles originated in the retail industry. Several of the co-founders of the MACH Alliance are technology companies building for retail use cases: For example, commercetools is a composable commerce platform for retail (built completely on MongoDB).\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eMongoDB has been a member of the MACH Alliance since 2020 as an “enabler” member, meaning using our technology can enable the implementation of the MACH principles in application architectures. 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