{"id":517519,"date":"2024-03-27T07:05:30","date_gmt":"2024-03-27T07:05:30","guid":{"rendered":"https:\/\/www.capgemini.com\/au-en\/?post_type=research-and-insight&#038;p=517519"},"modified":"2025-04-03T05:14:46","modified_gmt":"2025-04-03T05:14:46","slug":"discussion-with-bijoy-sagar","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/au-en\/insights\/research-library\/discussion-with-bijoy-sagar\/","title":{"rendered":"Discussion with Bijoy Sagar"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Conversation-for-Tomorrow-8-Dotcom-banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:49% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Sustainability<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Adding life to digital technologies<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Final-Web-Version-Report-CFT8.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the report<\/span><span class=\"type\">13 MB  pdf<\/span><\/a><\/div><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Final-Infographic-CFT8.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the infographic<\/span><span class=\"type\">2 MB  pdf<\/span><\/a><\/div><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Bijoy-Sagar.pdf\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download article<\/span><span class=\"type\">2 MB  pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/au-en\/insights\/research-library\/discussion-with-bijoy-sagar\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/au-en\/insights\/research-library\/discussion-with-bijoy-sagar\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">The ÎÚÑ»´«Ã½ Research Institute spoke to Bijoy Sagar, EVP and Chief Information Technology and Digital Transformation Officer, Bayer on why value only comes with scale.<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-paradigm-shift\">Paradigm shift<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-how-do-you-see-the-digital-economy-developing-in-the-coming-decade\"><strong>How do you see the digital economy developing in the coming decade?<\/strong><\/h4>\n\n\n\n<p>We will see a maturation process. For example, in the past decade<del>,<\/del> cloud made scaling possible, while in this decade it\u2019s more about AI. With the reduced cost of computing and greater availability of data, more businesses will get off the ground, and more cash will be invested and also harvested from the processes.<\/p>\n\n\n\n<p>It is difficult to predict which technologies will be adopted. Blockchain was heavily touted in the past decade, but it did not come to fruition as predicted. In contrast, and <ins>g<\/ins>enerative AI have unexpectedly blown up in a short time.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-call-to-action undefined call-to-action-block is-style-cg-secondary-3\"><div class=\"container\"><div class=\"call-to-action-block-content-wrapper has-description\"><div class=\"text-wrapper has-description\"><h3 class=\"title\" data-maxlength=\"144\">Stay informed<\/h3><p class=\"description\" data-maxlength=\"210\">Subscribe to have the latest reports from the ÎÚÑ»´«Ã½ Research Institute delivered direct to your inbox.<\/p><\/div><div class=\"button-wrapper has-description\"><a class=\"cta-btn action-valid\" data-bs-toggle=\"modal\" data-bs-target=\"#CTA8a45928e_bb7f_4615_b632_ab7f778bf353\" data-maxlength=\"24\" tabindex=\"0\" href=\"#\"> Subscribe <\/a><\/div><div class=\"modal cta-frontend-modal-wrapper\" id=\"CTA8a45928e_bb7f_4615_b632_ab7f778bf353\"><div class=\"modal-dialog modal-lg 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col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_510660_1082_357619876\" name=\"_mf_510660_1082\" placeholder=\"Last Name\" required \/><label for=\"_mf_510660_1082_357619876\" class=\"form-label\">Last Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Last Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_510660_9789_3915125017\" name=\"_mf_510660_9789\" placeholder=\"Email\" required \/><label for=\"_mf_510660_9789_3915125017\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Email is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\">\n\t\t<select tabindex=\"0\" class=\"mac-form-selects form-control empty\"\n\t\t\tid=\"_mf_510660_6400_1702317293\"\n\t\t\tname=\"_mf_510660_6400\"\n\t\t\trequired\t\t>\n\t\t\t<option value=\"\">Select a value<\/option>\n\t\t\t\t\t\t\t<option value=\"1\">Select a value<\/option>\n\t\t\t\t\t\t\t<option value=\"2\">Yes<\/option>\n\t\t\t\t\t\t\t<option value=\"3\">No<\/option>\n\t\t\t\t\t<\/select>\n\n\t\t<label for=\"_mf_510660_6400_1702317293\" class=\"form-label\">Would you consider being interviewed for research? <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Would you consider being interviewed for research? is not valid.<\/div><\/div>\t\t<div class=\"mf_field mf_field--country mf_field--select floating form-country-select-parent mf-required\">\n\n\t\t\t<label for=\"_mf_510660_148_3904921153\" class=\"floating__label form-country-select-label\" data-content=\"Country\">\n\t\t\t\t<span class=\"floating-label-content\">Country<\/span>\n\t\t\t<\/label>\n\n\t\t\t<div class=\"select-wrap\">\n<i class=\"icon icon-zodiak-chevron-down\"><\/i>\n\t\t\t\t<select id=\"_mf_510660_148_3904921153\" class=\"mf_field__input empty mf-country-selectbox form_country_select\" name=\"_mf_510660_148\" data-validate=\"select\" required>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"\"  selected='selected'>Country<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AF\" >Afghanistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AX\" >Aland Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AL\" >Albania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DZ\" >Algeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AS\" >American Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AD\" >Andorra<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AO\" >Angola<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AI\" >Anguilla<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AQ\" >Antarctica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AG\" >Antigua And Barbuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AR\" >Argentina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AM\" >Armenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AW\" >Aruba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AU\" >Australia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AT\" >Austria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AZ\" >Azerbaijan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BS\" >Bahamas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BH\" >Bahrain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BD\" >Bangladesh<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BB\" >Barbados<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BY\" >Belarus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BE\" >Belgium<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BZ\" >Belize<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BJ\" >Benin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BM\" >Bermuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BT\" >Bhutan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BO\" >Bolivia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BA\" >Bosnia And Herzegovina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BW\" >Botswana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BV\" >Bouvet Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BR\" >Brazil<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IO\" >British Indian Ocean Territory<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BN\" >Brunei Darussalam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BG\" >Bulgaria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BF\" >Burkina Faso<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BI\" >Burundi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KH\" >Cambodia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CM\" >Cameroon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CA\" >Canada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CV\" >Cape Verde<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KY\" >Cayman Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CF\" >Central African Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TD\" >Chad<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CL\" >Chile<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CN\" >China<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CX\" >Christmas Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CC\" >Cocos (Keeling) Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CO\" >Colombia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KM\" >Comoros<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CG\" >Congo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CD\" >Congo, Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CK\" >Cook Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CR\" >Costa Rica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CI\" >Cote D&#039;Ivoire<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HR\" >Croatia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CU\" >Cuba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CY\" >Cyprus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CZ\" >Czech Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DK\" >Denmark<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DJ\" >Djibouti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DM\" >Dominica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DO\" >Dominican Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EC\" >Ecuador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EG\" >Egypt<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SV\" >El Salvador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GQ\" >Equatorial Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ER\" >Eritrea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EE\" >Estonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ET\" >Ethiopia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FK\" >Falkland Islands (Malvinas)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FO\" >Faroe Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FJ\" >Fiji<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FI\" >Finland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FR\" >France<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GF\" >French Guiana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PF\" >French Polynesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TF\" >French Southern Territories<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GA\" >Gabon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GM\" >Gambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GE\" >Georgia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DE\" >Germany<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GH\" >Ghana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GI\" >Gibraltar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GR\" >Greece<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GL\" >Greenland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GD\" >Grenada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GP\" >Guadeloupe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GU\" >Guam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GT\" >Guatemala<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GG\" >Guernsey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GN\" >Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GW\" >Guinea-Bissau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GY\" >Guyana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HT\" >Haiti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HM\" >Heard Island &amp; Mcdonald Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VA\" >Holy See (Vatican City State)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HN\" >Honduras<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HK\" >Hong Kong<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HU\" >Hungary<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IS\" >Iceland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IN\" >India<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ID\" >Indonesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IR\" >Iran, Islamic Republic Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IQ\" >Iraq<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IE\" >Ireland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IM\" >Isle Of Man<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IL\" >Israel<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IT\" >Italy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JM\" >Jamaica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JP\" >Japan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JE\" >Jersey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JO\" >Jordan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KZ\" >Kazakhstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KE\" >Kenya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KI\" >Kiribati<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KR\" >Korea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KW\" >Kuwait<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KG\" >Kyrgyzstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LA\" >Lao People&#039;s Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LV\" >Latvia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LB\" >Lebanon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LS\" >Lesotho<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LR\" >Liberia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LY\" >Libyan Arab Jamahiriya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LI\" >Liechtenstein<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LT\" >Lithuania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LU\" >Luxembourg<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MO\" >Macao<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MK\" >Macedonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MG\" >Madagascar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MW\" >Malawi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MY\" >Malaysia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MV\" >Maldives<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ML\" >Mali<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MT\" >Malta<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MH\" >Marshall Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MQ\" >Martinique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MR\" >Mauritania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MU\" >Mauritius<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YT\" >Mayotte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MX\" >Mexico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FM\" >Micronesia, Federated States Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MD\" >Moldova<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MC\" >Monaco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MN\" >Mongolia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ME\" >Montenegro<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MS\" >Montserrat<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MA\" >Morocco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MZ\" >Mozambique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MM\" >Myanmar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NA\" >Namibia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NR\" >Nauru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NP\" >Nepal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NL\" >Netherlands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AN\" >Netherlands Antilles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NC\" >New Caledonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NZ\" >New Zealand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NI\" >Nicaragua<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NE\" >Niger<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NG\" >Nigeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NU\" >Niue<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NF\" >Norfolk Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MP\" >Northern Mariana Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NO\" >Norway<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"OM\" >Oman<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PK\" >Pakistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PW\" >Palau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PS\" >Palestinian Territory, Occupied<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PA\" >Panama<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PG\" >Papua New Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PY\" >Paraguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PE\" >Peru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PH\" >Philippines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PN\" >Pitcairn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PL\" >Poland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PT\" >Portugal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PR\" >Puerto Rico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"QA\" >Qatar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RE\" >Reunion<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RO\" >Romania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RU\" >Russian Federation<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RW\" >Rwanda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BL\" >Saint Barthelemy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SH\" >Saint Helena<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KN\" >Saint Kitts And Nevis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LC\" >Saint Lucia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MF\" >Saint Martin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PM\" >Saint Pierre And Miquelon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VC\" >Saint Vincent And Grenadines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WS\" >Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SM\" >San Marino<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ST\" >Sao Tome And Principe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SA\" >Saudi Arabia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SN\" >Senegal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RS\" >Serbia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SC\" >Seychelles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SL\" >Sierra Leone<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SG\" >Singapore<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SK\" >Slovakia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SI\" >Slovenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SB\" >Solomon Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SO\" >Somalia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZA\" >South Africa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GS\" >South Georgia And Sandwich Isl.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ES\" >Spain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LK\" >Sri Lanka<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SD\" >Sudan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SR\" >Suriname<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SJ\" >Svalbard And Jan Mayen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SZ\" >Swaziland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SE\" >Sweden<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CH\" >Switzerland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SY\" >Syrian Arab Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TW\" >Taiwan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TJ\" >Tajikistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TZ\" >Tanzania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TH\" >Thailand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TL\" >Timor-Leste<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TG\" >Togo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TK\" >Tokelau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TO\" >Tonga<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TT\" >Trinidad And Tobago<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TN\" >Tunisia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TR\" >Turkey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TM\" >Turkmenistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TC\" >Turks And Caicos Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TV\" >Tuvalu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UG\" >Uganda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UA\" >Ukraine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AE\" >United Arab Emirates<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GB\" >United Kingdom<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"US\" >United States<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UM\" >United States Outlying Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UY\" >Uruguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UZ\" >Uzbekistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VU\" >Vanuatu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VE\" >Venezuela<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VN\" >Viet Nam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VG\" >Virgin Islands, British<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VI\" >Virgin Islands, U.S.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WF\" >Wallis And Futuna<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EH\" >Western Sahara<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YE\" >Yemen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZM\" >Zambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZW\" >Zimbabwe<\/option>\n\t\t\t\t\t\t\t\t\t<\/select>\n\n\t\t\t\t<div class=\"invalid-feedback-frm\" role=\"alert\">Country is not valid.<\/div>\n\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\t<script type=\"text\/javascript\">\n            jQuery(document).ready(function($) {\n                $('.mf_form__form').each(function() {\n                    var $form = $(this); \/\/ This specific form instance\n\n                    \/\/ Find the country select in this form\n                    $form.find('.form_country_select').each(function() {\n                        var $select = $(this);\n\t\t\t\t\t\tvar clickCount = 0;\n                        \/\/ On change\n                        $select.on('click', function() {\n\t\t\t\t\t\t\tclickCount++;\n\t\t\t\t\t\t\tif (clickCount === 1) {\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').addClass('active');\n\t\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t});\n\t\t\t\t\t\t$select.on('blur', function() {\n\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t});\n                    });\n                });\n            });\n        <\/script>\n\n\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_510660_3375_1733736928\" name=\"_mf_510660_3375\" placeholder=\"Company\" required \/><label for=\"_mf_510660_3375_1733736928\" class=\"form-label\">Company <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Company is not valid.<\/div><\/div><div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_510660_5897_1578404402\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_510660_5897[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_510660_5897_1578404402\" class=\"form-check-label consent-text\">\n\t\t\t\tI agree to ÎÚÑ»´«Ã½ collecting &amp; processing my personal data to allow me to receive information on ÎÚÑ»´«Ã½ services. For further information, please see our<a href=\"https:\/\/www.capgemini.com\/au-en\/privacy-notice\/\" target=\"_blank\" rel=\"noopener noreferrer\"> Privacy Notice<\/a>. &nbsp;\t\t\t<\/label>\n\n\t\t<\/div>\n\t\t<\/div>\t\t\t<div class=\"mf_field mf_field--recaptcha\">\n\t\t\t\t<div class=\"g-recaptcha\" data-sitekey=\"6Lc3OpIUAAAAADY4ErEHF0HF6Tr7vuknduDU-fbl\"><\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"mf_field mf_field--submit\" >\n\t\t\t\t<div class=\"slide-button-background button-background\" role=\"button\" tabindex=\"0\"  aria-label=\"submit the form\">\n\t\t\t\t\t<span class=\"slide-text\">Slide to submit<\/span>\n\t\t\t\t\t<div class=\"mf_field__input slider-frm-btn\" rel=\"_mf_510660_198\">\t\t\t\t\t\t\n\t\t\t\t\t\t<i class=\"icon icon-zodiak-arrow-right arrow-icon\"><\/i>\n\t\t\t\t\t\t<i class=\"icon icon-zodiak-check tick-icon d-none\"><\/i>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<input type=\"hidden\" name=\"submit_btn_txt\" class=\"submit_btn_txt\" value=\"Slide to submit\"\/>\n\t\t\t\t<input type=\"hidden\" name=\"submitted_state_txt\" class=\"submitted_state_txt\" value=\"Submitted\"\/>\n\t\t\t<\/div>\n\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"510660\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"new-cri-form\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"e3964b5b8c\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<input type = \"hidden\" name = \"mf_form_field_validate\" class = \"mf_form_field_validate\" \/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\tThankyou for your submission. You will be contacted shortly.<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG510660 = {\"510660\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t<\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-unlocking-new-value\">Unlocking new value<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-how-do-you-see-the-business-model-at-bayer-changing-with-the-adoption-and-scaling-of-digital-technologies-which-untapped-sources-of-value-can-these-bring-your-business\"><strong>How do you see the business model at Bayer changing with the adoption and scaling of digital technologies? Which untapped sources of value can these bring your business?<\/strong><\/h4>\n\n\n\n<p>Our business model has already changed quite a bit. For example, the entire process of large-scale agriculture, encompassing crop planning, protection, planting, yield, etc., is already highly digitalized. Our crop science farming business uses drones to cover 80 million acres, collecting a significant amount of data. We have access to our own satellite data, enabling us to predict within one square meter the moisture level and composition of soil. We use this data in our algorithms to help in the crop-planting process.<\/p>\n\n\n\n<p>Pharma has already gone to market with Calantic, an AI-based radiology solution, which helps physicians simultaneously analyze radiology data and make disease determinations. This helps maximize the benefit to the end-customer and the radiologist.<\/p>\n\n\n\n<p>On the consumer health side, it will be more about behavioral context, targeted advertising, and customized message creation for the customer. In pharma, it will be largely in research and development. We already have a high TPU (tensor processing unit) quantum computing project going on with Google, for example.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-different-sources-of-value-from-digitalization\">Different sources of value from digitalization<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-how-does-bayer-define-roi-when-it-comes-to-digital-initiatives\">How does Bayer define ROI when it comes to digital initiatives?<\/h4>\n\n\n\n<p>At Bayer, rather than assessing cumulative value to the business, we look at value per project or per investment. This is because we are neither a purely digital business<del>,<\/del> nor do we digitalize the entire value chain. Rather, we look at individual business cases where we know what the value of digitalizing is from short-term, medium-term, and long-term perspectives.<\/p>\n\n\n\n<p>We evaluate whether an innovation could make a slight improvement or a fundamental change to the business. So, the initial business cases are more about where we can actually prove some return on investment.<\/p>\n\n\n\n<p>We need to make sure that we are investing for maximum value.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;We can\u2019t take on too many good-looking \u2018cottage projects,\u2019 because, ultimately, value only comes with scale.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p> We aim to create sufficient value to become self-sustaining.<\/p>\n\n\n\n<p>However, some technologies have become commoditized. For example, if we decide not to use cloud, we need to have very clear justification for that. It is now table stakes, and everything new is going directly to cloud. On the flip side, cloud also means increased data consumption. Hence, even though the unit cost of compute has come down, the total cost has gone up. This needs to be balanced.<\/p>\n\n\n\n<p>We are a science-based business, and our use of cloud has evolved greatly. Drug discovery and crop science are very innovation-intensive businesses, which means high-cost early-phase development.<\/p>\n\n\n\n<p>Owing to cloud technology, much of drug discovery is now going to be <em>in silico<\/em> <ins>(<\/ins>i.e., on the computer), instead of <em>in vivo<\/em> (in living organisms<ins>)<\/ins> or <em>in vitro<\/em> (in glass laboratory containers).<\/p>\n\n\n\n<p>This is a complete game changer, since <em>in silico<\/em> allows experimentation in a much wider range of scenarios than was possible physically in the laboratory or the field. That is where we anticipate that we will generate value.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-in-coming-years-which-are-some-of-the-key-technologies-that-you-are-likely-to-invest-in\">In coming years, which are some of the key technologies that you are likely to invest in?<\/h4>\n\n\n\n<p>We are already investing significantly in machine learning (ML) and cloud, and this will be ongoing. High-throughput computing (HTC) will be a priority. Generative AI is going to be a big target for investment as well, particularly multimedia\/image-based AI.<\/p>\n\n\n\n<p>Digital twinning is another area of focus. <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;Creating digital twins of drug molecules and tracking them has already become an integral part of pharmaceutical development.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p>Crop science is another avenue for digital twin. Both computer vision and augmented reality (AR) will play a big role in the way we manufacture.<\/p>\n\n\n\n<p>We are doing a lot of \u2018arm\u2019s-length\u2019 investments in areas where we feel it is still early days. For example, cell and gene therapies, which are going to be very much high <em>in silico<\/em> business models. We may enter e-commerce in consumer health, which is more about personalized medicine and product choices. 5G has the potential to help facilitate and build a better connection with farmers.<\/p>\n\n\n\n<p>We are also investing in using data in new ways. We have already announced an open-platform marketplace that we are building with Microsoft, where data can be shared in ways where everybody&#8217;s data is protected but the value is still created by the behaviors happening there.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-value-creation-through-generative-ai\">Value creation through generative AI<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-what-value-can-ai-create-for-the-healthcare-and-agriculture-sectors\">What value can AI create for the healthcare and agriculture sectors?<\/h4>\n\n\n\n<p>The next decade is truly going to be the decade of AI, especially of text-based AI. At Bayer, we are investing heavily in image-based and other forms of AI. However, text-based AI is going to become embedded in everything we do, and I expect this to change the way we structure processes, conduct searches, and create documentation.<\/p>\n\n\n\n<p>There are endless AI use cases with potential, from crop science to pharma, whether it comes to growers; modeling risk for physicians to provide the right recommendations; or targeting the right patient population for diseases<del>,<\/del> and helping them through the process of disease progression and management.<\/p>\n\n\n\n<p>We believe that AI is going to speed up research and development. With Bing adopting generative AI directly into its browser, we will obviously be deploying the technology extensively.<\/p>\n\n\n\n<p>I believe <ins>g<\/ins>enerative AI will be complementary, and not supplementary, in people-based services because human judgment and oversight will still be required. Maybe 20 years from now, generative AI will have evolved sufficiently to require less human intervention, but I do not see it happening in the next decade.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-technology-for-sustainability\">Technology for sustainability<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-how-are-you-harnessing-technology-to-drive-progress-towards-your-sustainability-goals\"><strong>How are you harnessing technology to drive progress towards your sustainability goals?<\/strong><\/h4>\n\n\n\n<p>By 2050, we want to have met net zero targets across the value chain in greenhouse gas (GHG) emissions. More urgently, we aim to reduce value-chain GHG emission by 6% by 2024. This means looking at the entire supply chain, including both primary and secondary suppliers. <\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;Sustainability goals will work only if everybody in the ecosystem works on them together.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p>We use computing in three different ways to fully understand the impacts on our gas emissions:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>To continue to monitor and meet sustainability goals<\/li>\n\n\n\n<li>To help our customers achieve sustainability goals, as well as building sustainability into business models, such as carbon capture and storage<\/li>\n\n\n\n<li>To analyze our supply chain in near-real-time, enabling whole-ecosystem compliance for a sustainable future<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-profile-card undefined profile-card section profile-card-slider\"><div class=\"container profileCardContainer\"><div class=\"profile-box\"><div class=\"row\"><div class=\"col-md-6 col-lg-3\"><div class=\"box\"><div class=\"box-author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Bijoy-Sagar_Bayer-1.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Bijoy-Sagar_Bayer-1.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/Bijoy-Sagar_Bayer-1.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><\/div><\/div><div class=\"col-md-6 col-lg-9 right-side-box\"><div class=\"row right-box\"><div class=\"col-lg-4 profile\"><h3 class=\"profile-title\">Bijoy Sagar<\/h3><p class=\"box-position\">EVP and Chief Information Technology and Digital Transformation Officer<br>Bayer<\/p><ul class=\"social-nav social-nav-icons\"><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-learn-more learnMoreBlock updated-new-sample-amal\"><div class=\"container\"><div class=\"content-title\"><h2 class=\"learnmore-heading\">Further reading<\/h2><\/div><div class=\"row\"><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/au-en\/insights\/research-library\/the-new-digital-economy-research\/\" target=\"\" aria-label=\"The new digital economy research\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/08\/Eco-digital-temp-2880X1800.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/08\/Eco-digital-temp-2880X1800.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/08\/Eco-digital-temp-2880X1800.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">The new digital economy research<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\">The Eco-Digital Era<sup>TM<\/sup>: The dual transition to a sustainable and digital economy<\/p><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/au-en\/insights\/research-library\/sustainability-trends-2023\/\" target=\"\" aria-label=\"Sustainability trends 2023\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/10\/Sustainability-trends.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/10\/Sustainability-trends.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/10\/Sustainability-trends.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">Sustainability trends 2023<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\">A world in balance 2023: Heightened sustainability awareness yet lagging actions<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-card-text-pic wrapperCardTextPic hero-bg-shape\"><div class=\"container\"><div class=\"content-title\"><h2 class=\"card-text-pic-heading\">Conversations for Tomorrow<\/h2><\/div><div class=\"row\"><div class=\"col-md-12\">\n<div class=\"wp-block-cg-blocks-card-text-pic-right row card-text-pic rightCard\"><div class=\"row card-text-pic rightCard\"><div class=\"col-md-12\"><div class=\"box--section\"><div class=\"box  row-nobleed\"><div class=\"col-lg-8 col-md-12 box-inner\"><a href=\"\/au-en\/insights\/research-institute\/conversations-for-tomorrow\/\" aria-label=\"Our flagship publication\" target=\"\" rel=\"noopener noreferrer\" title=\"\"><h3 class=\"titlewithLink\" data-maxlength=\"144\">Our flagship publication<\/h3><\/a><p class=\"box-text\" data-maxlength=\"\">This quarterly review is ÎÚÑ»´«Ã½\u2019s flagship publication targeted at a global audience. It showcases diverse perspectives from best-in-class global brands, leading public figures, academics and influencers on a chosen theme. We feature a wide variety of content, including interviews, articles by guest contributors, and insights from some of the Institute\u2019s reports. Within such wealth and diversity of these global industry leaders\u2019 opinions, there is something for everyone. We warmly invite you to explore.<\/p><div class=\"box-bottom\"><a aria-label=\"Read more about Our flagship publication\" class=\"more2\" data-maxlength=\"24\" href=\"\/au-en\/insights\/research-institute\/conversations-for-tomorrow\/\" target=\"\" rel=\"noopener noreferrer\" title=\"\">See all editions<\/a><\/div><\/div><div class=\"col-lg-5 col-md-12 box-img-wrapper\"><a href=\"\/au-en\/insights\/research-institute\/conversations-for-tomorrow\/\" aria-label=\"See all editions about Our flagship publication\" tabindex=\"-1\" target=\"\" rel=\"noopener noreferrer\" title=\"\"><picture><source srcset=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=1000&amp;quality=70 1x, https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=1000&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=500&amp;quality=70 1x, https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=1000&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=768&amp;quality=70 1x, https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=768&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=556&amp;quality=70 1x, https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp?w=556&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/03\/CFT-7-2.webp\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:33% 26%\" loading=\"lazy\"\/><\/picture><\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":440,"featured_media":517520,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"9e47f592-713c-4f48-ab32-a85b1d2dddb6\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":0,"primary_term":"Sustainability","featured_focal_points":""},"tags":[],"research-and-insight-type":[220],"theme":[],"brand":[273],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-517519","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-conversations-for-tomorrow","brand-capgemini-research-institute"],"yoast_head":"<!-- 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