[{"data":1,"prerenderedAt":866},["ShallowReactive",2],{"Ct8GK0z69Y":3,"B7j6Venvtb":196,"GGPFGtIqfF":532,"RHvTzHucok":570},{"footer":4},{"streamlineLogo":5,"navSection2":8,"navSection3":62,"navSection4":100,"socialMedia":155,"privacySection":181},{"url":6,"alt":7},"https://www.datocms-assets.com/115716/1709816456-logo-white-only-icon.svg","The logo icon (white)",[9],{"header":10,"id":11,"link":12},"Product","JA1WvYQfQL-K12SYedHAiw",[13,22,30,38,46,54],{"id":14,"label":15,"linkToPage":16},"Zv2wRNTWQ1KvepZL9nS5wA","IBP",{"id":17,"__typename":18,"link":19},"Wx1MTEidRoSqNxs3dBez3w","LinkToProductPageRecord",{"id":20,"slug":21},"ZHaMsKIDRmu9OHI-B1Ejqg","ibp",{"id":23,"label":24,"linkToPage":25},"e4UXIqTGS1u7nh2zLVKcjg","S&OP",{"id":26,"__typename":18,"link":27},"EDU0gLBFQlyRCbpcQh83_g",{"id":28,"slug":29},"ZFgC90ABRU6s9vShI-OpMg","sop",{"id":31,"label":32,"linkToPage":33},"ecjfEryWRuqbtJVcMGq3FQ","Demand Forecasting",{"id":34,"__typename":18,"link":35},"WNs-vKchQyaCR0l0i9etxQ",{"id":36,"slug":37},"Jyh1sTzsSzayC8OtKWUKYg","demand-forecasting",{"id":39,"label":40,"linkToPage":41},"GAI9OHzDS-uLehUQdaZzTQ","Inventory Planning",{"id":42,"__typename":18,"link":43},"VAIbyz27RsKte7NiciHVSw",{"id":44,"slug":45},"DoghhY4GSluzda8UQiETrw","inventory-planning",{"id":47,"label":48,"linkToPage":49},"bX3GbRI_RlqmC9ge4ShfHA","MRP",{"id":50,"__typename":18,"link":51},"NaAV8APdQAyzJIS6Ss2yGw",{"id":52,"slug":53},"Ib22NFZKSnqxE6vKYpzOQg","mrp",{"id":55,"label":56,"linkToPage":57},"D1L2cy6tQ72zBWljkn0o3A","Dashboards",{"id":58,"__typename":18,"link":59},"NNxI7ps5QuK8UdWlYCjoXA",{"id":60,"slug":61},"GiYtzi06TYaU5vRLY-Exmg","analytics",[63],{"header":64,"id":65,"link":66},"Learn","DPdnACAvRGe1YivmZaTx5Q",[67,76,83,92],{"id":68,"label":69,"linkToPage":70},"AeFRKz9tTACLX7AzmNawRg","Partners",{"id":71,"__typename":72,"link":73},"EPqAU4nSQxqyt1SXlsQzpQ","LinkToDynamicPageRecord",{"id":74,"slug":75},"cT58rMg_S_CIiapYN8VobA","partners",{"id":77,"label":78,"linkToPage":79},"ARZkGQzJSoeKKNbwHQ50fw","Documentation",{"id":80,"__typename":81,"externalUrl":82},"ZtyRq7CFTPy_VC7EbRC9tA","ExternalLinkRecord","https://docs.streamlineplan.com/",{"id":84,"label":85,"linkToPage":86},"aFDUnvs2SsaqU2YX5jBvSA","Blog",{"id":87,"__typename":88,"link":89},"Ld9IsLSQRbyrsZRLe_wOeQ","LinkToBlogPageRecord",{"id":90,"slug":91},"YqlY43zrSQSf4ZtkaOrBXQ","blog",{"id":93,"label":94,"linkToPage":95},"PZAZ_O7qSAeC8Vl2Ogkeaw","Webinars",{"id":96,"__typename":72,"link":97},"KlAslvYsQtGaTJ2aa-leYA",{"id":98,"slug":99},"QGewbvr8R5-kvCDCfoqiTw","webinars",[101,121],{"header":102,"id":103,"link":104},"Customers","JzPjnqKcR5qSay__S3GvkQ",[105,113],{"id":106,"label":107,"linkToPage":108},"aQqd_HB7QMuaEcEY4-RpSA","Customer stories",{"id":109,"__typename":72,"link":110},"XJ6hi1OSSRm6VVQYG37xig",{"id":111,"slug":112},"M6HVPKGtRk-BwpA9Fv8_Nw","customers",{"id":114,"label":115,"linkToPage":116},"FUprXbNJQvOV0hsPuGgkXg","Customer reviews",{"id":117,"__typename":72,"link":118},"HnSVehMcTo6V7iL29SZMHQ",{"id":119,"slug":120},"aomwfwEHS_KIE5os_ouSPg","customer-reviews",{"header":122,"id":123,"link":124},"Company","fNuNIdq7TL-CD62zNggqnA",[125,133,141,147],{"id":126,"label":127,"linkToPage":128},"Tbu7Q3rpQpGgRaYFxbJ-7A","About",{"id":129,"__typename":72,"link":130},"CPss2OZbSx-NLUr-O91fQg",{"id":131,"slug":132},"f4UbVeXkQJ6pI0vseVIqGg","company",{"id":134,"label":135,"linkToPage":136},"XcHo_cHFT6OvY1EusBZd7g","Newsroom",{"id":137,"__typename":72,"link":138},"AGqjIRDDRbS55u-iWQqX5Q",{"id":139,"slug":140},"M2jms1-OSeuOjk57DBVjVQ","newsroom",{"id":142,"label":143,"linkToPage":144},"HbLz5Mi7To2bMtQ7Uhvwyw","Join us",{"id":145,"__typename":72,"link":146},"OBSmaY5OQIqn8MX00nQDSQ",{"id":131,"slug":132},{"id":148,"label":149,"linkToPage":150},"Fa4Un9a7SumQzToJJjendg","Contact us",{"id":151,"__typename":72,"link":152},"eWD1-91WRuOb8_R_JQzFzA",{"id":153,"slug":154},"A0GGE4EgTsyZ2MWGiM8IoQ","contact",[156,161,166,171,176],{"label":157,"id":158,"url":159,"iconId":160},"Facebook","Z8vvIcEVTm6LEVdLQbB3OA","https://www.facebook.com/gmdhstreamline/","facebook",{"label":162,"id":163,"url":164,"iconId":165},"LinkedIn","bJunVxjPTOK4xRXtTqfv3Q","https://www.linkedin.com/company/gmdhstreamline/","linkedin",{"label":167,"id":168,"url":169,"iconId":170},"X","Ux_9PJR2SKqYFlusNiKWlw","https://twitter.com/GMDH_Streamline","twitter",{"label":172,"id":173,"url":174,"iconId":175},"YouTube","FhJNSjJARkq0hsl__t8-zQ","https://www.youtube.com/c/GMDHStreamline","youtube",{"label":177,"id":178,"url":179,"iconId":180},"Instagram ","bpyIbdq3RmyoFxb67nz0Nw","https://www.instagram.com/streamline_forecasting?igsh=YzZzMWM1eG9kM214","instagram",{"privacyDocLink":182,"copyrightSign":195},[183,189],{"id":184,"label":185,"linkToPage":186},"a8YYOT1IT7iVVRJIhToj6A","Privacy Policy",{"id":187,"__typename":81,"externalUrl":188},"ULFtsNGvRTqyisbw5MA4DQ","https://www.streamlineplan.com/legal#privacy",{"id":190,"label":191,"linkToPage":192},"flFIgrbqR6WixOEv2KpktA","Terms of use",{"id":193,"__typename":81,"externalUrl":194},"ftbUM3bVTWejskqoobJ1kQ","https://www.streamlineplan.com/legal#terms","© 2026 GMDH, Inc. All rights reserved.",{"header":197},{"streamlineLogo":198,"navigationItem":201,"secondaryAction":509,"mainAction":516,"additionalAction":524},{"url":199,"alt":200},"https://www.datocms-assets.com/115716/1726676038-size-full-color-blue.svg","streamline logo",[202,312,404,415,455,462],{"id":203,"title":10,"url":204,"dropdownMenu":210},"YL5YNvdNRFKTD56vYDwQ2g",{"linkToPage":205},{"id":206,"__typename":72,"link":207},"ZJZYbQT7S6eBxm8akXnLUg",{"id":208,"slug":209},"VEi7k5U1RRqWCtxhIQZ7yw","home",[211],{"id":212,"sectionName":213,"category":214,"bottomLinkToPage":311},"R80YJkbkQJuNSbS0JKsHgQ","Solutions",[215,274],{"id":216,"__typename":217,"category":218,"items":219},"egp8oQW_QbarZbxmdbrelg","DropdownCategoryRecord","By Use Case",[220,230,239,247,256,265],{"id":221,"title":222,"subtitle":223,"icon":224,"linkToPage":227},"P2bhI8qMRUiipPVRxaa5Cw","Integrated Business Planning","Maximize Efficiency of IBP with Supply Chain AI",{"url":225,"alt":226},"https://www.datocms-assets.com/115716/1723818865-integrated-business-planning.svg",null,{"id":228,"__typename":18,"link":229},"ThVPi_6TRamKTX5lwoqgAQ",{"id":20,"slug":21},{"id":231,"title":232,"subtitle":233,"icon":234,"linkToPage":236},"fNteq1rFTPigFqLIVi451g","Sales & Operations Planning","Drive Strategic Growth with AI-Driven S&OP and S&OE",{"url":235,"alt":226},"https://www.datocms-assets.com/115716/1723818869-sales-operations-planning.svg",{"id":237,"__typename":18,"link":238},"ZkXtAl8eSa2m6IevS4TTBw",{"id":28,"slug":29},{"id":240,"title":32,"subtitle":241,"icon":242,"linkToPage":244},"QEQoB9uQTnCgVsCIALvqsA","AI-Driven Forecast to Meet Tomorrow’s Demand",{"url":243,"alt":226},"https://www.datocms-assets.com/115716/1723819485-ai-powered-demand-forecasting.svg",{"id":245,"__typename":18,"link":246},"M0Q9lUEoQmeBnThH-GDjfg",{"id":36,"slug":37},{"id":248,"title":249,"subtitle":250,"icon":251,"linkToPage":253},"MdaBHBziTxWXEiTboH4eYw","End-to-End Inventory Planning","Gain Complete Visibility of Your Inventory with Supply Chain AI",{"url":252,"alt":226},"https://www.datocms-assets.com/115716/1723818845-collaborative-inventory-planning.svg",{"id":254,"__typename":18,"link":255},"cMp6KaVUTGaX2WZ9QP4g4g",{"id":44,"slug":45},{"id":257,"title":258,"subtitle":259,"icon":260,"linkToPage":262},"bZOpSffMQ8Oeifo-hM21DQ","Material Requirements Planning (MRP)","Overcome the Manual Production Challenges with Supply Chain AI",{"url":261,"alt":226},"https://www.datocms-assets.com/115716/1723818866-material-requirements-planning.svg",{"id":263,"__typename":18,"link":264},"IFVBZ7drRCG9k2_IQ3aQlA",{"id":52,"slug":53},{"id":266,"title":267,"subtitle":268,"icon":269,"linkToPage":271},"Ubx4vt3rR46PCjgmg5xh0A","Monitoring & Analytical Dashboards","Unlock the Business Intelligence with Supply Chain AI",{"url":270,"alt":226},"https://www.datocms-assets.com/115716/1723818867-monitoring-analytical-dashboards.svg",{"id":272,"__typename":18,"link":273},"E6z3y1suT9G7hTVYwaFjjA",{"id":60,"slug":61},{"id":275,"__typename":217,"category":276,"items":277},"ODDP4bovSnWMY_QVINU-wg","By Industry",[278,289,300],{"id":279,"title":280,"subtitle":281,"icon":282,"linkToPage":284},"KOQMGpPTT32ukUaXEQXxTA","Manufacturing","Accelerate Production Agility",{"url":283,"alt":226},"https://www.datocms-assets.com/115716/1754647177-industry-manufacturing.svg",{"id":285,"__typename":18,"link":286},"T-L1QfbBQ36heZDdOAFDYg",{"id":287,"slug":288},"EhFZ2yNGQ_6GOKntlH-Mtg","manufacturing",{"id":290,"title":291,"subtitle":292,"icon":293,"linkToPage":295},"KqGd_aqyTqWqpYiWrytr0Q","Distribution"," Power Intelligent Fulfillment",{"url":294,"alt":226},"https://www.datocms-assets.com/115716/1754647190-industry-distribution.svg",{"id":296,"__typename":18,"link":297},"S4fdnIieSlqlmof-AwF2Fw",{"id":298,"slug":299},"Mee-TjvoQnWx5PImWQhoPQ","distribution",{"id":301,"title":302,"subtitle":303,"icon":304,"linkToPage":306},"RUiKw8mzQ6O0OpLyMeSieA","Retail","Meet Demand & Maximize Sales",{"url":305,"alt":226},"https://www.datocms-assets.com/115716/1754647202-industry-retail.svg",{"id":307,"__typename":18,"link":308},"ZpkMNYo_T1SRggEj1Tt76g",{"id":309,"slug":310},"GsmRJQKOQ1O3O_As-iZnXg","retail",[],{"id":313,"title":102,"url":314,"dropdownMenu":318},"HjVsc4ndQhKfn6ZYaueE-A",{"linkToPage":315},{"id":316,"__typename":72,"link":317},"RB3I5AkgT_yzH8HAtbBNpg",{"id":111,"slug":112},[319],{"id":320,"sectionName":321,"category":322,"bottomLinkToPage":342},"JvcMpwVaRZ626jyTRMcuKQ","",[323],{"id":324,"__typename":217,"category":321,"items":325},"boTfnw-jRNq_AEzZuvBf8Q",[326,334],{"id":327,"title":107,"subtitle":328,"icon":329,"linkToPage":331},"fdgSilqTR1ya32IGlBLg4Q","Real-World Case Studies",{"url":330,"alt":226},"https://www.datocms-assets.com/115716/1723819534-customer-stories.svg",{"id":332,"__typename":72,"link":333},"E6I7i27jR526H0nNz2aC6Q",{"id":111,"slug":112},{"id":335,"title":115,"subtitle":336,"icon":337,"linkToPage":339},"YN6UAtcGT0y7L3Np1puDdQ","What our customers say about their experience with Streamline",{"url":338,"alt":226},"https://www.datocms-assets.com/115716/1723819537-customers-reviews.svg",{"id":340,"__typename":72,"link":341},"auYU1jY4SOaWDp-2NLwfZQ",{"id":119,"slug":120},[343,354,364,374,384,394],{"__typename":344,"id":345,"link":346},"LinkToCaseStudyPageRecord","Emh184vPSki_mFJN7bGpIA",{"id":347,"slug":348,"title":349,"articleSidebar":350},"HDH3JHDDSYm0KEmj_sUoZg","whalen","Reducing Overstock by $56,000/month for Furniture Brand",{"customerLogo":351},{"url":352,"alt":353},"https://www.datocms-assets.com/115716/1705606313-whalen-logo.png","Whalen Customer Logo",{"__typename":344,"id":355,"link":356},"WdEDcUFBS06mjv7uM7pdew",{"id":357,"slug":358,"title":359,"articleSidebar":360},"AGf4L_EPQMKsbvqHneJexw","aydya-limited","Automating Supply Chain Management",{"customerLogo":361},{"url":362,"alt":363},"https://www.datocms-assets.com/115716/1729169966-aydya-logo.png","The logo of Aydya customer, black letters and orange sign.",{"__typename":344,"id":365,"link":366},"Y5katmcVShCOsqVUE6M66Q",{"id":367,"slug":368,"title":369,"articleSidebar":370},"bUkWf41oTYadrOF4nE8GXQ","kcg-corporation","Improved Forecast Accuracy for the Leading Thai Consumer Goods Brand",{"customerLogo":371},{"url":372,"alt":373},"https://www.datocms-assets.com/115716/1762853668-kcg-logo.svg","The logo of customer KCG Corporation. The image is in bright colours, includes a subtitle: Creating pleasure for your Taste.",{"__typename":344,"id":375,"link":376},"bGSNaplDS0CE0hxS1K53eQ",{"id":377,"slug":378,"title":379,"articleSidebar":380},"FZJy1KCGR8qaChXCtO3J6A","transgold","Inventory optimization for a 40-year autoparts distributor",{"customerLogo":381},{"url":382,"alt":383},"https://www.datocms-assets.com/115716/1705606299-transgold-logo.png","Transgold Customer Logo (color)",{"__typename":344,"id":385,"link":386},"O9cRpilZQ0aGQZ50JnW36A",{"id":387,"slug":388,"title":389,"articleSidebar":390},"PlJLMJZVQhiK5hSfTLdZjA","genomma-lab","40-50% of Inventory Reduction in Pharmaceutical Industry",{"customerLogo":391},{"url":392,"alt":393},"https://www.datocms-assets.com/115716/1705606249-genommalab-logo.png","Genomma Lab Customer Logo",{"__typename":344,"id":395,"link":396},"E70lJA8VRJiFe80VuvPWLA",{"id":397,"slug":398,"title":399,"articleSidebar":400},"TuvYiyEgTb6o5xAp_FdhbQ","ilan-spa","Inventory planning optimization for distribution company",{"customerLogo":401},{"url":402,"alt":403},"https://www.datocms-assets.com/115716/1722336027-ilan-spa-logo.png","The logo of the customer \"Ilan Spa\". The logo is in red and grey colors.",{"id":405,"title":406,"url":407,"dropdownMenu":414},"NRmpX5nZS-KAUiv-KsW4og","Pricing",{"linkToPage":408},{"id":409,"__typename":410,"link":411},"H-zeYGyCRoWipBBCsQ48eg","LinkToContactPageRecord",{"id":412,"slug":413},"fgYzw94IRQSFWlWHI3ztYQ","pricing",[],{"id":416,"title":417,"url":418,"dropdownMenu":422},"EPpBt3aVRt2zvTxuG0b9zg","Resources",{"linkToPage":419},{"id":420,"__typename":88,"link":421},"Z3GyN8esRRKhEjh1H109Pg",{"id":90,"slug":91},[423],{"id":424,"sectionName":417,"category":425,"bottomLinkToPage":454},"JbBht1zvR-Odmg0VIHx78A",[426],{"id":427,"__typename":217,"category":321,"items":428},"dUeZ6LPWSz-1URp23A9s1Q",[429,437,446],{"id":430,"title":85,"subtitle":431,"icon":432,"linkToPage":434},"K_i4ZXQ8RkuqKYUi6ICT8A","Insights and Updates",{"url":433,"alt":226},"https://www.datocms-assets.com/115716/1723819566-blog.svg",{"id":435,"__typename":88,"link":436},"HFy8zQUDQJ2VXHqy2kTrwQ",{"id":90,"slug":91},{"id":438,"title":439,"subtitle":440,"icon":441,"linkToPage":443},"TG0UnOZ-THaDuiE3ZQxYhg","Academy","Streamline Product Certification",{"url":442,"alt":226},"https://www.datocms-assets.com/115716/1723819982-documentation.svg",{"id":444,"__typename":81,"externalUrl":445},"IIzVtuGrT6eDoLCjBFhRSA","https://academy.streamlineplan.com/",{"id":447,"title":94,"subtitle":448,"icon":449,"linkToPage":451},"R7TWJr-yS0KOKnkfrpP0mw","Informative Sessions",{"url":450,"alt":226},"https://www.datocms-assets.com/115716/1723819572-webinars.svg",{"id":452,"__typename":72,"link":453},"XnZvrJmmRm-oeHDBXoqJxg",{"id":98,"slug":99},[],{"id":456,"title":69,"url":457,"dropdownMenu":461},"YHIG8gHTRV-dmon9hXmqgA",{"linkToPage":458},{"id":459,"__typename":72,"link":460},"dXgb7MYQTQOL8yeEwjNuTw",{"id":74,"slug":75},[],{"id":463,"title":122,"url":464,"dropdownMenu":468},"Sr0XXMPIR_uX9cGOHN94PA",{"linkToPage":465},{"id":466,"__typename":72,"link":467},"U63kQidASbiO8tVX7OgSjw",{"id":131,"slug":132},[469,494],{"id":470,"sectionName":471,"category":472,"bottomLinkToPage":493},"W0Zo4tnxTKOEYXv0_Qcv4A","About Streamline",[473],{"id":474,"__typename":217,"category":321,"items":475},"YWoUT6IeTkGG-BqNYWkWzw",[476,484],{"id":477,"title":127,"subtitle":478,"icon":479,"linkToPage":481},"fLMoTdRMR5ioawRe1RrlHA","Meet the team behind the product and our mission",{"url":480,"alt":226},"https://www.datocms-assets.com/115716/1723819697-about.svg",{"id":482,"__typename":72,"link":483},"a1txXpGlQr-2xgWjoc8ehw",{"id":131,"slug":132},{"id":485,"title":486,"subtitle":487,"icon":488,"linkToPage":490},"AGolCAPqQV6eO790dQbjfA","Contact us ","Get in touch with our team",{"url":489,"alt":226},"https://www.datocms-assets.com/115716/1723819699-contact-us.svg",{"id":491,"__typename":72,"link":492},"O-wTbgPDT2ynZbggGkXy6Q",{"id":153,"slug":154},[],{"id":495,"sectionName":135,"category":496,"bottomLinkToPage":508},"HNRdqDwyR46VaO4LSvOTLw",[497],{"id":498,"__typename":217,"category":321,"items":499},"RA-wVqoXTLmvGsgcOFwdNQ",[500],{"id":501,"title":135,"subtitle":502,"icon":503,"linkToPage":505},"dCjLpL1-SdqQfOPsqC7Dfw","Hear what the world says about us",{"url":504,"alt":226},"https://www.datocms-assets.com/115716/1723820087-newsroom.svg",{"id":506,"__typename":72,"link":507},"LqK3c5FTRZy3ZNc3fLSznw",{"id":139,"slug":140},[],[510],{"id":511,"label":512,"linkToPage":513},"fNN2wZI3QaOFgeUY761JQQ","Sign in",{"id":514,"__typename":81,"externalUrl":515},"ClC6H90yQtSsX5xFU4L9fQ","http://app.streamlineplan.com/",{"id":517,"label":518,"linkToPage":519},"JlC8Ws9rRmuIrnFEo5Khhw","Get a demo",{"id":520,"__typename":410,"link":521},"QSYuksx8Q7OpXt_GKaMrDw",{"id":522,"slug":523},"M-MGx2dGQgKxxkMzyhiVTg","demo",{"id":525,"label":526,"linkToPage":527},"SGcD0MsOSEWIZO0BlWNlBg","Try for free",{"id":528,"__typename":410,"link":529},"REguzCVhRE2-pkGAx2cBig",{"id":530,"slug":531},"Qywx6Fx9TJO14y4NAfDPnw","get-started",{"allArticlePages":533},[534],{"id":535,"_seoMetaTags":536,"title":321,"pageTitle":321,"titleSection":226,"isShowContent":569,"contentTest":226,"testimonials":226,"getADemo":226},"IE9BCBgbSAOCM5-9_HRH7Q",[537,542,546,550,553,557,561,565],{"attributes":538,"content":226,"tag":541},{"property":539,"content":540},"og:image","https://www.datocms-assets.com/115716/1779979922-16x9-blog-interview-with-mauricio-2.png?auto=format&fit=max&w=1200","meta",{"attributes":543,"content":226,"tag":541},{"property":544,"content":545},"og:image:width","1200",{"attributes":547,"content":226,"tag":541},{"property":548,"content":549},"og:image:height","675",{"attributes":551,"content":226,"tag":541},{"name":552,"content":540},"twitter:image",{"attributes":554,"content":226,"tag":541},{"property":555,"content":556},"og:locale","it",{"attributes":558,"content":226,"tag":541},{"property":559,"content":560},"og:type","article",{"attributes":562,"content":226,"tag":541},{"property":563,"content":564},"article:modified_time","2026-05-28T15:15:17Z",{"attributes":566,"content":226,"tag":541},{"name":567,"content":568},"twitter:card","summary","second",{"allArticlePages":571},[572],{"id":535,"_seoMetaTags":573,"title":575,"pageTitle":575,"titleSection":621,"isShowContent":569,"contentTest":625,"testimonials":226,"getADemo":855},[574,577,580,583,587,590,593,595,597,599,601,604,606,610,612,615,617],{"attributes":226,"content":575,"tag":576},"Learnings on AI Implementations in Supply Chain","title",{"attributes":578,"content":226,"tag":541},{"property":579,"content":575},"og:title",{"attributes":581,"content":226,"tag":541},{"name":582,"content":575},"twitter:title",{"attributes":584,"content":226,"tag":541},{"name":585,"content":586},"description","Unlock your supply chain potential with Streamline",{"attributes":588,"content":226,"tag":541},{"property":589,"content":586},"og:description",{"attributes":591,"content":226,"tag":541},{"name":592,"content":586},"twitter:description",{"attributes":594,"content":226,"tag":541},{"property":539,"content":540},{"attributes":596,"content":226,"tag":541},{"property":544,"content":545},{"attributes":598,"content":226,"tag":541},{"property":548,"content":549},{"attributes":600,"content":226,"tag":541},{"name":552,"content":540},{"attributes":602,"content":226,"tag":541},{"property":555,"content":603},"en",{"attributes":605,"content":226,"tag":541},{"property":559,"content":560},{"attributes":607,"content":226,"tag":541},{"property":608,"content":609},"og:site_name","Streamline",{"attributes":611,"content":226,"tag":541},{"property":563,"content":564},{"attributes":613,"content":226,"tag":541},{"property":614,"content":159},"article:publisher",{"attributes":616,"content":226,"tag":541},{"name":567,"content":568},{"attributes":618,"content":226,"tag":541},{"name":619,"content":620},"twitter:site","@https://twitter.com/GMDH_Streamline",{"title":575,"subtitle":622,"isGreyBgColor":623,"mainButton":226,"isSmallFontSize":624},"Why some AI projects work, and some don't.",false,true,{"__typename":626,"article":627},"ArticleUpdateRecord",{"value":628,"blocks":849,"links":854},{"schema":629,"document":630},"dast",{"type":631,"children":632},"root",[633,636,644,650,654,658,662,667,671,675,679,686,690,694,698,702,706,723,727,733,737,741,745,749,753,757,761,765,769,773,777,781,785,790,795,800,805,809,813,817,821,825,829,833,837,841,845],{"item":634,"type":635},"FyG6VNYtT8SchZzjU8s-NA","block",{"type":637,"children":638},"paragraph",[639],{"type":640,"marks":641,"value":643},"span",[642],"emphasis","An executive conversation with Mauricio Dezen, Founder of Logica OPS",{"type":645,"level":646,"children":647},"heading",2,[648],{"type":640,"value":649},"My Experience",{"type":637,"children":651},[652],{"type":640,"value":653},"After leading digital transformation initiatives and businesses for over 35 years, I can say I've seen my share of the good, the bad, and the ugly when companies decided to challenge their own cultures and move to a different stage of efficiency. However, nothing I've experienced compares to the AI transformation we are all facing today.",{"type":637,"children":655},[656],{"type":640,"value":657},"As a true testament to \"old dogs can learn new tricks,\" over the last five years, I've led more than 30 AI implementations in supply chain, working with companies from multiple countries, across multiple industries, and of varying sizes.",{"type":637,"children":659},[660],{"type":640,"value":661},"This series of articles shares some of the key lessons I learned along the way. I hope that these insights will help your organization avoid the bad and the ugly while adopting AI solutions.",{"type":645,"level":663,"children":664},3,[665],{"type":640,"value":666},"Chapter 1 – The Human Component",{"type":637,"children":668},[669],{"type":640,"value":670},"Why AI is not a technology topic, it is a cultural one.",{"type":637,"children":672},[673],{"type":640,"value":674},"I understand why saying Artificial Intelligence is NOT a technology topic can sound like an intriguing way to start a conversation. But let's stay provocative for a minute.",{"type":637,"children":676},[677],{"type":640,"value":678},"Yes, AI represents the peak of our technology. Building something capable of interacting, almost at a personal level, with every human being on the planet can only be achieved through breakthrough innovation and algorithms that are almost beyond our comprehension. However, all that technology still needs to be adopted by this complex, dynamic, sometimes illogical, habit-oriented creature: humans.",{"type":680,"children":681},"blockquote",[682],{"type":637,"children":683},[684],{"type":640,"value":685},"\"Disregarding the human component in technology projects is, by far, the most common mistake companies make while leading business transformation.\"",{"type":637,"children":687},[688],{"type":640,"value":689},"If this sentence was already true in the past, it is exponentially more true now with Artificial Intelligence.",{"type":637,"children":691},[692],{"type":640,"value":693},"After leading hundreds of process improvement initiatives throughout my career, I have always been intrigued by how resistant humans are to change. We redesign processes, with or without technology, making people's lives easier, their jobs faster, and their daily routines less repetitive and more interesting. Yet, for months, some people still resist the changes. Humans are creatures of habit. It is hard to move them away from their comfort zones.",{"type":637,"children":695},[696],{"type":640,"value":697},"Now fast-forward to our new reality, where people read daily about jobs disappearing because of AI. What do you believe will happen to your team's behavior when your company announces projects like these?",{"type":645,"level":663,"children":699},[700],{"type":640,"value":701},"The Bad and the Ugly",{"type":637,"children":703},[704],{"type":640,"value":705},"The most challenging AI projects I have implemented were the ones where companies lacked two critical things:",{"type":707,"style":708,"children":709},"list","bulleted",[710,717],{"type":711,"children":712},"listItem",[713],{"type":637,"children":714},[715],{"type":640,"value":716},"A vision",{"type":711,"children":718},[719],{"type":637,"children":720},[721],{"type":640,"value":722},"A sponsor",{"type":637,"children":724},[725],{"type":640,"value":726},"Without a vision defining what your company wants to achieve through AI adoption, there is a real risk of failure. Failure because the project ends up being treated like just another software implementation designed to automate a few tasks.",{"type":680,"children":728},[729],{"type":637,"children":730},[731],{"type":640,"value":732},"True AI is NOT just another software implementation",{"type":637,"children":734},[735],{"type":640,"value":736},"The basic difference is that most traditional software solutions are very good at organizing data, such as accounting systems and ERPs. However, they do not act as internal agents capable of autonomously driving business results. Understanding this difference is critical for anyone adopting AI. Additionally, the level of adaptability around a solid AI platform will require substantial changes in the way processes and people interact.",{"type":637,"children":738},[739],{"type":640,"value":740},"The human component is also critical. Without a vision, your team will not know where they are heading. This lack of clarity immediately creates resistance to adoption and lots of anxiety, whether openly visible or subconsciously hidden.",{"type":637,"children":742},[743],{"type":640,"value":744},"The second factor is sponsorship.",{"type":637,"children":746},[747],{"type":640,"value":748},"Everybody with a few years of experience in the corporate world recognizes the importance of having an internal sponsor for transformation initiatives. There are books, articles, and entire events dedicated to this topic. If that was already true in traditional business environments, it is even more important now for AI adoption.",{"type":637,"children":750},[751],{"type":640,"value":752},"The sponsor cannot be a mid-management resource or a single IT team member. It must be a decision-maker capable of systematically driving and tracking the execution of the vision across the organization.",{"type":637,"children":754},[755],{"type":640,"value":756},"Without an executive sponsor, there is a real risk that your AI initiative will be treated as just another software implementation, drastically limiting its outcomes. I have seen perfectly viable projects get canceled because the company never achieved the desired ROI. A great idea, poorly executed, is often mistaken for a bad idea.",{"type":637,"children":758},[759],{"type":640,"value":760},"Naturally, there are many other reasons AI projects fail. But vision and sponsorship would be my first two priorities to fix, especially considering the human factor, which is the core topic of this article.",{"type":645,"level":663,"children":762},[763],{"type":640,"value":764},"The Good",{"type":637,"children":766},[767],{"type":640,"value":768},"After talking about so many potential problems, let's close on a positive note.",{"type":637,"children":770},[771],{"type":640,"value":772},"Throughout the transformations I experienced while leading so many AI projects, there was always something remarkable at the end of the journey.",{"type":637,"children":774},[775],{"type":640,"value":776},"After AI adoption, I saw talented people who had spent most of their working days stuck in boring, repetitive, labor-intensive tasks suddenly gain the most precious asset a human being can have: time.",{"type":637,"children":778},[779],{"type":640,"value":780},"Not only that, but AI also provided them with time loaded with tactical and strategic information, continuously updated in real time.",{"type":637,"children":782},[783],{"type":640,"value":784},"Instead of spending their days performing repetitive tasks, they moved toward discussing tactics, challenging assumptions, and changing company strategies, resulting in millions of dollars in gains for corporations and exciting professional lives.",{"type":645,"level":663,"children":786},[787],{"type":640,"marks":788,"value":789},[642],"A quick Business Case",{"type":637,"children":791},[792],{"type":640,"marks":793,"value":794},[642],"A pharmaceutical company in the USA kept 30 weeks of safety stock for every SKU. During the implementation of their AI system, we gradually convinced them to reduce it to 20 weeks, then to 10 weeks, until finally reaching an AI-based ABC service-level model.",{"type":637,"children":796},[797],{"type":640,"marks":798,"value":799},[642],"That change was only possible because the AI could recalibrate future sales demand and inventory levels after every new sale, and because their teams embraced the AI with a strong sponsor guiding them.",{"type":637,"children":801},[802],{"type":640,"marks":803,"value":804},[642],"The result: a $50 million-per-year company converted $18 million in inventory back into cash flow within six months.",{"type":637,"children":806},[807],{"type":640,"value":808},"I saw teams move away from trying to make sense of monster spreadsheets used to control thousands of items across their supply chains. I saw them reduce the constant friction between operations, sales & marketing, and finance teams after adopting AI-based S&OP tools.",{"type":637,"children":810},[811],{"type":640,"value":812},"I saw companies unlock millions of dollars in working capital through optimization, increase sales by preventing stockouts, and achieve many other operational gains.",{"type":637,"children":814},[815],{"type":640,"value":816},"Instead of being replaced by AI, I saw people unfold their potential and discover new career opportunities because of AI.",{"type":637,"children":818},[819],{"type":640,"value":820},"It was simply beautiful to watch and exciting to be part of.",{"type":645,"level":663,"children":822},[823],{"type":640,"value":824},"Closing",{"type":637,"children":826},[827],{"type":640,"value":828},"We humans, are still the best-engineered intelligence on the planet.",{"type":637,"children":830},[831],{"type":640,"value":832},"Yes, AI is moving fast and may eventually surpass us. Until that happens, and hopefully even after, companies that successfully combine AI tools with the massive processing power of motivated humans will lead the way and become the survivors and leaders of tomorrow.",{"type":645,"level":663,"children":834},[835],{"type":640,"value":836},"Coming soon, the next chapter: The Forecasting Myth",{"type":637,"children":838},[839],{"type":640,"value":840},"For decades, companies built entire planning structures around forecasting. Spreadsheets became bigger, statistical models became more sophisticated, and teams spent endless hours trying to predict an increasingly unpredictable world.",{"type":637,"children":842},[843],{"type":640,"value":844},"But what happens when AI changes the game from static forecasting to continuous recalibration in real time?",{"type":637,"children":846},[847],{"type":640,"value":848},"In the next article, I will share why many traditional forecasting methods are quickly becoming obsolete, and why companies that continue operating the old way may soon find themselves reacting too slowly to compete.",[850],{"__typename":851,"id":634,"image":852},"ImageRecord",{"url":853,"title":226},"https://www.datocms-assets.com/115716/1779979922-16x9-blog-interview-with-mauricio-2.png",[],{"__typename":856,"title":857,"subtitle":321,"benefits":858,"mainButton":859,"secondaryButton":865},"GetStartedRecord","Drive Efficiency and Agility with AI-Powered S&OP",[],{"id":860,"label":861,"linkToPage":862},"bw4oJQySTJeL0N1q4WEQHA","Book a consultation",{"id":863,"__typename":410,"link":864},"K5OEnau2SwWqa2MXdSSDpA",{"id":522,"slug":523},[],1779981585221]