{"id":1652,"date":"2020-02-03T09:09:41","date_gmt":"2020-02-03T14:09:41","guid":{"rendered":"https:\/\/muutaa.com\/?p=1652"},"modified":"2021-04-13T09:09:56","modified_gmt":"2021-04-13T13:09:56","slug":"ai-improving-the-pharma-supply-chain","status":"publish","type":"post","link":"https:\/\/muutaa.com\/fr\/ai-improving-the-pharma-supply-chain\/","title":{"rendered":"AI improving the pharma supply chain"},"content":{"rendered":"<div data-draftjs-conductor-fragment=\"{&quot;blocks&quot;:[{&quot;key&quot;:&quot;a6mqk&quot;,&quot;text&quot;:&quot;Where Gary Hutchinson is writing specifically about the benefits of applied AI for the management of the Rx cold chain on the Forbes Technology Council page, we believe that his trend analysis applies well to the broader Rx supply chain. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[{&quot;offset&quot;:6,&quot;length&quot;:15,&quot;style&quot;:&quot;UNDERLINE&quot;}],&quot;entityRanges&quot;:[{&quot;offset&quot;:6,&quot;length&quot;:15,&quot;key&quot;:0}],&quot;data&quot;:{}},{&quot;key&quot;:&quot;6sjae&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;ev1mo&quot;,&quot;text&quot;:&quot;\\&quot;Artificial intelligence (AI) will transform the pharmaceutical cold chain \u2014 not in the distant, hypothetical future, but in the next few years. As the president of a company that has been actively involved in the creation of an application that will utilize machine learning to generate predictive data on environmental hazards in the biopharmaceutical cold chain cycle, I've seen firsthand the promise of this technology.&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;16eu9&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;5fud3&quot;,&quot;text&quot;:&quot;When coupled with machine learning and predictive analytics, the AI transformation goes much deeper than smarter search functions. It holds the potential to address some of the biggest challenges in pharmaceutical cold chain management.\\&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;tnde&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;80pa&quot;,&quot;text&quot;:&quot;He goes on to list areas where we have seen a direct AI impact, such as: Analytical decision making, supply chain management, inventory management and warehouse management. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;bkfap&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;fmrje&quot;,&quot;text&quot;:&quot;We at MUUTAA believe the current strides are only the tip of the iceburg and that AI, in the next decade, will streamline the pharma supply chain, for both the traditional actors as well as the emerging new players in the direct to consumer delivery market. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;b38sv&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;e5r95&quot;,&quot;text&quot;:&quot;MUUTAA approaches the application of AI with a 'problem up' approach and seeks to implement technologies iteratively to tackle real life problems in the now. MUUTAA works on solutions tackling patient access, medication shortages, distribution optimization, verification automation, deprescribing, adherence and opioid abuse. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}}],&quot;entityMap&quot;:{&quot;0&quot;:{&quot;type&quot;:&quot;LINK&quot;,&quot;mutability&quot;:&quot;MUTABLE&quot;,&quot;data&quot;:{&quot;url&quot;:&quot;https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2020\/01\/31\/how-artificial-intelligence-is-improving-the-pharma-supply-chain\/#79d64d403225&quot;,&quot;target&quot;:&quot;_blank&quot;,&quot;rel&quot;:&quot;noopener&quot;}}}}\">\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"foo-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"foo-0-0\"><span data-offset-key=\"foo-0-0\">Where <\/span><a class=\"_2qJYG blog-link-hashtag-color iPHwd _3Ul6g\" href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2020\/01\/31\/how-artificial-intelligence-is-improving-the-pharma-supply-chain\/#79d64d403225\" target=\"_blank\" rel=\"noopener\"><span data-offset-key=\"foo-1-0\">Gary Hutchinson<\/span><\/a><span data-offset-key=\"foo-2-0\"> is writing specifically about the benefits of applied AI for the management of the Rx cold chain on the Forbes Technology Council page, we believe that his trend analysis applies well to the broader Rx supply chain. <\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"cokrt-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"cokrt-0-0\"><span data-offset-key=\"cokrt-0-0\">\u00a0<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"d1uqs-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"d1uqs-0-0\"><span data-offset-key=\"d1uqs-0-0\">&#8220;Artificial intelligence (AI) will transform the pharmaceutical cold chain \u2014 not in the distant, hypothetical future, but in the next few years. As the president of a company that has been actively involved in the creation of an application that will utilize machine learning to generate predictive data on environmental hazards in the biopharmaceutical cold chain cycle, I&#8217;ve seen firsthand the promise of this technology.<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"bm8n1-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"bm8n1-0-0\"><span data-offset-key=\"bm8n1-0-0\">\u00a0<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"83ofg-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"83ofg-0-0\"><span data-offset-key=\"83ofg-0-0\">When coupled with machine learning and predictive analytics, the AI transformation goes much deeper than smarter search functions. It holds the potential to address some of the biggest challenges in pharmaceutical cold chain management.&#8221;<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"4aq8t-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"4aq8t-0-0\"><span data-offset-key=\"4aq8t-0-0\">\u00a0<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"he0f-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"he0f-0-0\"><span data-offset-key=\"he0f-0-0\">He goes on to list areas where we have seen a direct AI impact, such as: Analytical decision making, supply chain management, inventory management and warehouse management. <\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"4k0m7-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"4k0m7-0-0\"><span data-offset-key=\"4k0m7-0-0\">\u00a0<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"98qj3-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"98qj3-0-0\"><span data-offset-key=\"98qj3-0-0\">We at MUUTAA believe the current strides are only the tip of the iceberg and that AI, in the next decade, will streamline the pharma supply chain, for both the traditional actors as well as the emerging new players in the direct to consumer delivery market. <\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"4lev3-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"4lev3-0-0\"><span data-offset-key=\"4lev3-0-0\">\u00a0<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"49bdh-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"49bdh-0-0\"><span data-offset-key=\"49bdh-0-0\">MUUTAA approaches the application of AI with a &#8216;problem up&#8217; approach and seeks to implement technologies iteratively to tackle real life problems in the now. MUUTAA works on solutions tackling patient access, medication shortages, distribution optimization, verification automation, deprescribing, adherence and opioid abuse. <\/span><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Where Gary Hutchinson is writing specifically about the benefits of applied AI for the management of the Rx cold chain on the Forbes Technology Council page, we believe that his trend analysis applies well to the broader Rx supply chain. \u00a0 &#8220;Artificial intelligence (AI) will transform the pharmaceutical cold chain \u2014 not in the distant, [&hellip;]<\/p>\n","protected":false},"author":203168979,"featured_media":1653,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1372],"tags":[],"class_list":["post-1652","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - 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