{"id":7973,"date":"2023-11-16T18:34:47","date_gmt":"2023-11-16T18:34:47","guid":{"rendered":"https:\/\/kanboapp.com\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/"},"modified":"2024-04-24T16:25:33","modified_gmt":"2024-04-24T16:25:33","slug":"kanbo-solution-to-the-clinical-ai-ml-collaboration","status":"publish","type":"page","link":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/","title":{"rendered":"KanBo Solution to the Clinical AI\/ML Collaboration"},"content":{"rendered":"\n<style> @media(min-width:1728px) { .pulpit { display:block!important; } .tablet { display:none!important; } .spis { display:block!important; } .paskek-lewy { margin-left:15%!important; margin-right:56px!important; } .paskek-prawy { margin-right:15%!important; margin-left:56px!important; } } @media(min-width: 1440px) and (max-width:1727px) { .pulpit { display:block!important; } .tablet { display:none!important; } .spis { display:block!important; } .paskek-lewy { margin-left:10%!important; margin-right:56px!important; } .paskek-prawy { margin-right:10%!important; margin-left:56px!important; } } @media (min-width: 1024px) and (max-width:1439px) { .pulpit { display:block!important; } .tablet { display:none!important; } .spis { display:block!important; } .paskek-lewy { margin-left:5%!important; margin-right:56px!important; } .paskek-prawy { margin-right:5%!important; margin-left:56px!important; } } \/*tablet1*\/ @media (min-width: 782px) and (max-width:1023px) { .pulpit { display:none!important; } .tablet { display:block!important; } .spis { display:block!important; } .paskek-lewy { margin-left:2%!important; margin-right:56px!important; } .paskek-prawy { margin-right:2%!important; margin-left:56px!important; } } @media (max-width:781px) { .pulpit { display:none!important; } .tablet { display:block!important; } .spis { display:none!important; } } .link a:hover { text-decoration:underline!important; } .banner { margin-top:80px; margin-bottom:80px; } .jazda { position:sticky!important; top: 185px; overflow: auto; max-height: 75vh; } .menu-lewe a:hover { background:#E9F4FE!important; font-weight:600!important; font-size:16px; cursor:pointer!important; } .menu-lewe a { background:#FAFAFA; padding:10px 16px; border-radius: 10px; display: inline-block; outline: none; color:#0C3658; font-weight:400; font-size:16px; } .menu-lewe-tab a:hover { background:#E9F4FE!important; font-weight:600!important; font-size:16px; cursor:pointer!important; } .menu-lewe-tab a { background:#FAFAFA; padding:10px 16px; border-radius: 10px; display: inline-block; outline: none; color:#0C3658; font-weight:400; font-size:16px; } .fobrazek { margin-bottom: -40px!important; } .sekcja5-przycisk a:hover { background: linear-gradient(0deg, rgba(0, 0, 0, 0.15), rgba(0, 0, 0, 0.15)), #ED4B9E!important; }  .sekcja5-przycisk a:focus { background: linear-gradient(0deg, rgba(0, 0, 0, 0.15), rgba(0, 0, 0, 0.15)), #ED4B9E!important; } .vlp-layout-blogs .vlp-block-0 {font-weight: 600!important; } <\/style>\n\n\n\n<script> function lewemenu_tab(zm) { var elements = document.getElementsByClassName(\"menu-lewe-tab\"); var i,link1,link2; for (i = 0; i < elements.length; i++) {    link1 = elements[i].getElementsByTagName(\"a\");     link1[0].style.fontWeight = \"600\";     link1[0].style.backgroundColor= \"#FAFAFA\"; } link2 = elements[zm].getElementsByTagName(\"a\"); link2[0].style.fontWeight = \"600\"; link2[0].style.backgroundColor= \"#E9F4FE\"; } <\/script>\n\n\n\n<script> function lewemenu(zm) { var elements = document.getElementsByClassName(\"menu-lewe\"); var i,link1,link2; for (i = 0; i < elements.length; i++) {    link1 = elements[i].getElementsByTagName(\"a\");     link1[0].style.fontWeight = \"600\";     link1[0].style.backgroundColor= \"#FAFAFA\"; } link2 = elements[zm].getElementsByTagName(\"a\"); link2[0].style.fontWeight = \"600\"; link2[0].style.backgroundColor= \"#E9F4FE\"; } <\/script>\n\n\n\n<div class=\"wp-block-getwid-section pulpit alignfull alignfull getwid-margin-top-none getwid-margin-bottom-none getwid-section-content-full-width\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\" style=\"min-height:100vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-5c61a2ba wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column paskek-lewy spis is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-link-color wp-elements-644444928431a8fba0d3534f7e3383ad\" style=\"margin-left:10px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:600;letter-spacing:-0.01em;line-height:1.2\">Table of Contents<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-04e181e9b92078d6c13ba031cda3bb34\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(0)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section1\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section1\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What do readers need to know about this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-0d4874fe0cee2c6ef0f8883b8f306674\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(1)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section2\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section2\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can readers do with KanBo to solve this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-173738efaf1dbd70d7063cf9d7bf40dd\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(2)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section3\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section3\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can readers expect after solving this challenge?<\/a><\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:850px\">\n<div class=\"wp-block-getwid-section alignfull alignfull getwid-section-content-full-width\" style=\"margin-top:80px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none\" style=\"min-height:100vh;margin-left:40px;margin-right:40px\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background has-background\" style=\"background-color:#fafafa\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns are-vertically-aligned-center has-background is-layout-flex wp-container-core-columns-is-layout-fca156af wp-block-columns-is-layout-flex\" style=\"border-radius:24px;background-color:#e9f4fe;margin-top:0px;margin-bottom:15px;padding-top:40px;padding-right:40px;padding-bottom:40px;padding-left:40px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p style=\"margin-top:0px;margin-right:0;margin-bottom:40px;margin-left:0;font-size:clamp(26.465px, 1.654rem + ((1vw - 3.2px) * 1.448), 45px);font-style:normal;font-weight:700;letter-spacing:-2%;line-height:1.1\"><strong>KanBo \u2013 The Pharma-Focused Work Coordination Maestro<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-1%;line-height:1.2\"><strong>Experience ultimate task alignment, communication and collaboration<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);\">Trusted globally, KanBo, bridges the gap between management and engineering in complex pharmaceutical organizations. Seamless coordination, advanced project planning, and outstanding leadership are made possible through our versatile software. Stride toward your mission-critical goals with superior collaboration and communication.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1aff515d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size sekcja5-przycisk\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:700;line-height:1.4\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/\" style=\"border-radius:6px;color:#fafafa;background-color:#ed4b9e;padding-top:12px;padding-right:36px;padding-bottom:12px;padding-left:36px\" target=\"_blank\" rel=\"noreferrer noopener\">Go to KanBo Pharmaceutical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h1 class=\"wp-block-heading\" style=\"margin-top:80px;margin-bottom:80px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.04em;line-height:1.1\">KanBo Solution to the Clinical AI\/ML Collaboration Challenge in Pharma<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section1\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What do readers need to know about this challenge?<\/h2>\n\n\n\n<p>The integration of Artificial Intelligence (AI) and Machine Learning (ML) in clinical development poses a significant challenge in the pharmaceutical industry. This challenge entails creating synergy among research units (RUs), facilitating precision medicine, and managing large datasets. Specifically, the Senior Director, Clinical AI\/ML, is tasked with fostering collaborations that utilize AI\/ML for patient segmentation and stratifying subpopulations for targeted treatments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section2\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can readers do with KanBo to solve this challenge?<\/h3>\n\n\n\n<p>- Activity stream: Utilize this to track the progress of collaborative AI\/ML initiatives and to keep the team updated on the latest developments and insights.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/collaborate\/activity-stream\/\" class=\"vlp-link\" title=\"Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">Activity stream is a feature that can be compared to a journal. It is a list of activities with information about the time when they happened. Use it to read about all actions that take place on a\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Card relation: Set up dependencies between cards to manage the order of operations for AI\/ML model development and data analysis.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/level-up-your-work\/card-relations\/card-relations\/\" class=\"vlp-link\" title=\"Card Relations\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/Card-Relations.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Relations<\/div><div class=\"vlp-block-1 vlp-link-summary\">In case your project is complex, you might not be aware what are the dependencies between various cards in your space. Set a logical relation for every card and gain a new view of the dependencies\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Card activity stream: Use this to maintain a detailed log of updates and modifications to algorithms, models, and datasets.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/card-activity-stream\/\" class=\"vlp-link\" title=\"Card Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/07\/card-activity-stream-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">The card activity stream is a feature that provides a real-time log of all activities and updates related to a specific card within a KanBo space. It displays a chronological list of actions taken on\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Document source: Integrate with external data repositories to streamline data access for clinical research and AI model training.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/docs\/document-sources\/\" class=\"vlp-link\" title=\"Document Sources\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/documents-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Document Sources<\/div><div class=\"vlp-block-1 vlp-link-summary\">The document source feature allows users to easily associate and organize documents within KanBo. With this feature, users can link documents from various sources, such as SharePoint\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Notification: Stay informed about changes to shared datasets and collaborative work through real-time alerts.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/navigation\/notifications\/\" class=\"vlp-link\" title=\"Notifications\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/notifications-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Notifications<\/div><div class=\"vlp-block-1 vlp-link-summary\">Notifications are sound and visual alerts that users receive when something important happens. They are updates that inform users of changes related to the cards and spaces they are following.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Space: Create spaces dedicated to each AI\/ML project to consolidate collaborative efforts and manage cross-functional team interactions.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/spaces\/spaces\/\" class=\"vlp-link\" title=\"Spaces\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/Space.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Spaces<\/div><div class=\"vlp-block-1 vlp-link-summary\">Spaces and cards are the basic units of KanBo. With its user-friendly interface and intuitive tools, they provide a flexible solution that can meet the needs of even the largest organizations.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- KanBo Search: Quickly locate specific datasets, research findings, or collaboration updates within the KanBo platform.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/search\/kanbo-search\/\" class=\"vlp-link\" title=\"KanBo Search\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/search-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">KanBo Search<\/div><div class=\"vlp-block-1 vlp-link-summary\">KanBo includes a search tool that allows you to quickly find information and content within the platform. It allows you to search for specific keywords or phrases. You can also use advanced search\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Card status: Implement clear indicators of progress for each task within the AI\/ML pipeline for streamlined project management.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/card-statuses\/\" class=\"vlp-link\" title=\"Card Statuses\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Card-Status.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Statuses<\/div><div class=\"vlp-block-1 vlp-link-summary\">Card status is a feature that tells you about the progress of card realization. It is one of the very first things you see in KanBo. When you create a new space, you start with the default Kanban view\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Table view: Employ table view to organize and display complex data in a user-friendly format, aiding in decision making.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/table-view\/table-view\/\" class=\"vlp-link\" title=\"Table View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/table-view-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Table View<\/div><div class=\"vlp-block-1 vlp-link-summary\">A table view is a structured way of presenting information in rows and columns. Tables are useful for organizing and displaying large amounts of data. They can help to make complex information more\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"section3\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can readers expect after solving this challenge?<\/h3>\n\n\n\n<p>Upon resolving the collaborative challenge with KanBo, organizations can anticipate the following long-term benefits:<\/p>\n\n\n\n<p>- Improved Cohesion: Enhanced coordination across research units, leading to a more unified approach to clinical AI\/ML development.<\/p>\n\n\n\n<p>- Data Transparency: A clear audit trail of edits and advancements for datasets and models, fostering trust and verifiability.<\/p>\n\n\n\n<p>- Strategic Forecasting: By optimizing the workflow with AI\/ML models, organizations can better predict and plan future research and development activities.<\/p>\n\n\n\n<p>- Regulatory Compliance: With an organized system, compliance with data handling and patient privacy regulations is simplified.<\/p>\n\n\n\n<p>Future improvements can include leveraging KanBo's capabilities for scaling AI\/ML efforts across various therapeutic areas, automating routine data analysis tasks, and evolving collaboration techniques to capitalize on new insights and technologies in the clinical AI\/ML landscape. As the needs and complexities of precision medicine grow, KanBo's adaptive platform ensures it remains an indispensable tool for navigating these challenges successfully.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"360\" src=\"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/11\/KanBo-Use-Cases-Pharma-Banner-Desktop.png\" alt=\"\" class=\"wp-image-7272\"\/><\/a><\/figure>\n\n\n\n<div style=\"height:120px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column paskek-prawy is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:16px\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-section tablet alignfull alignfull getwid-margin-top-none getwid-margin-bottom-none getwid-section-content-full-width\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\" style=\"min-height:100vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-5c61a2ba wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column paskek-lewy spis is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-link-color wp-elements-644444928431a8fba0d3534f7e3383ad\" style=\"margin-left:10px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:600;letter-spacing:-0.01em;line-height:1.2\">Table of Contents<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-854df7ae943d8038b9dcdaa68f336923\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(0)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section1tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section1tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What do readers need to know about this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-3d3dac14e977a71f1853891b9a49290e\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(1)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section2tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section2tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can readers do with KanBo to solve this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-4338da09ee4cef0a5631ef79aa4ff8a9\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(2)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section3tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#section3tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can readers expect after solving this challenge?<\/a><\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:650px\">\n<div class=\"wp-block-getwid-section alignfull alignfull getwid-section-content-full-width\" style=\"margin-top:80px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none\" style=\"min-height:100vh;margin-left:40px;margin-right:40px\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background has-background\" style=\"background-color:#fafafa\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns are-vertically-aligned-center has-background is-layout-flex wp-container-core-columns-is-layout-fca156af wp-block-columns-is-layout-flex\" style=\"border-radius:24px;background-color:#e9f4fe;margin-top:0px;margin-bottom:15px;padding-top:40px;padding-right:40px;padding-bottom:40px;padding-left:40px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p style=\"margin-top:0px;margin-right:0;margin-bottom:40px;margin-left:0;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-2%;line-height:1.1\"><strong>KanBo \u2013 The Pharma-Focused Work Coordination Maestro<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-1%;line-height:1.2\"><strong>Experience ultimate task alignment, communication and collaboration<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">Trusted globally, KanBo, bridges the gap between management and engineering in complex pharmaceutical organizations. Seamless coordination, advanced project planning, and outstanding leadership are made possible through our versatile software. Stride toward your mission-critical goals with superior collaboration and communication.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1aff515d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size sekcja5-przycisk\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:700;line-height:1.4\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/\" style=\"border-radius:6px;color:#fafafa;background-color:#ed4b9e;padding-top:12px;padding-right:36px;padding-bottom:12px;padding-left:36px\" target=\"_blank\" rel=\"noreferrer noopener\">Go to KanBo Pharmaceutical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p style=\"margin-top:80px;margin-bottom:80px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.04em;line-height:1.1\">KanBo Solution to the Clinical AI\/ML Collaboration Challenge in Pharma<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section1tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What do readers need to know about this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">The integration of Artificial Intelligence (AI) and Machine Learning (ML) in clinical development poses a significant challenge in the pharmaceutical industry. This challenge entails creating synergy among research units (RUs), facilitating precision medicine, and managing large datasets. Specifically, the Senior Director, Clinical AI\/ML, is tasked with fostering collaborations that utilize AI\/ML for patient segmentation and stratifying subpopulations for targeted treatments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section2tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can readers do with KanBo to solve this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Activity stream: Utilize this to track the progress of collaborative AI\/ML initiatives and to keep the team updated on the latest developments and insights.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/collaborate\/activity-stream\/\" class=\"vlp-link\" title=\"Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">Activity stream is a feature that can be compared to a journal. It is a list of activities with information about the time when they happened. Use it to read about all actions that take place on a\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Card relation: Set up dependencies between cards to manage the order of operations for AI\/ML model development and data analysis.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/level-up-your-work\/card-relations\/card-relations\/\" class=\"vlp-link\" title=\"Card Relations\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/Card-Relations.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Relations<\/div><div class=\"vlp-block-1 vlp-link-summary\">In case your project is complex, you might not be aware what are the dependencies between various cards in your space. Set a logical relation for every card and gain a new view of the dependencies\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Card activity stream: Use this to maintain a detailed log of updates and modifications to algorithms, models, and datasets.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/card-activity-stream\/\" class=\"vlp-link\" title=\"Card Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/07\/card-activity-stream-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">The card activity stream is a feature that provides a real-time log of all activities and updates related to a specific card within a KanBo space. It displays a chronological list of actions taken on\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Document source: Integrate with external data repositories to streamline data access for clinical research and AI model training.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/docs\/document-sources\/\" class=\"vlp-link\" title=\"Document Sources\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/documents-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Document Sources<\/div><div class=\"vlp-block-1 vlp-link-summary\">The document source feature allows users to easily associate and organize documents within KanBo. With this feature, users can link documents from various sources, such as SharePoint\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Notification: Stay informed about changes to shared datasets and collaborative work through real-time alerts.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/navigation\/notifications\/\" class=\"vlp-link\" title=\"Notifications\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/notifications-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Notifications<\/div><div class=\"vlp-block-1 vlp-link-summary\">Notifications are sound and visual alerts that users receive when something important happens. They are updates that inform users of changes related to the cards and spaces they are following.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Space: Create spaces dedicated to each AI\/ML project to consolidate collaborative efforts and manage cross-functional team interactions.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/spaces\/spaces\/\" class=\"vlp-link\" title=\"Spaces\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/Space.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Spaces<\/div><div class=\"vlp-block-1 vlp-link-summary\">Spaces and cards are the basic units of KanBo. With its user-friendly interface and intuitive tools, they provide a flexible solution that can meet the needs of even the largest organizations.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- KanBo Search: Quickly locate specific datasets, research findings, or collaboration updates within the KanBo platform.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/search\/kanbo-search\/\" class=\"vlp-link\" title=\"KanBo Search\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/search-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">KanBo Search<\/div><div class=\"vlp-block-1 vlp-link-summary\">KanBo includes a search tool that allows you to quickly find information and content within the platform. It allows you to search for specific keywords or phrases. You can also use advanced search\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Card status: Implement clear indicators of progress for each task within the AI\/ML pipeline for streamlined project management.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/card-statuses\/\" class=\"vlp-link\" title=\"Card Statuses\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Card-Status.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Statuses<\/div><div class=\"vlp-block-1 vlp-link-summary\">Card status is a feature that tells you about the progress of card realization. It is one of the very first things you see in KanBo. When you create a new space, you start with the default Kanban view\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Table view: Employ table view to organize and display complex data in a user-friendly format, aiding in decision making.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/table-view\/table-view\/\" class=\"vlp-link\" title=\"Table View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/table-view-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Table View<\/div><div class=\"vlp-block-1 vlp-link-summary\">A table view is a structured way of presenting information in rows and columns. Tables are useful for organizing and displaying large amounts of data. They can help to make complex information more\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"section3tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can readers expect after solving this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">Upon resolving the collaborative challenge with KanBo, organizations can anticipate the following long-term benefits:<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Improved Cohesion: Enhanced coordination across research units, leading to a more unified approach to clinical AI\/ML development.<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Data Transparency: A clear audit trail of edits and advancements for datasets and models, fostering trust and verifiability.<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Strategic Forecasting: By optimizing the workflow with AI\/ML models, organizations can better predict and plan future research and development activities.<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Regulatory Compliance: With an organized system, compliance with data handling and patient privacy regulations is simplified.<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">Future improvements can include leveraging KanBo's capabilities for scaling AI\/ML efforts across various therapeutic areas, automating routine data analysis tasks, and evolving collaboration techniques to capitalize on new insights and technologies in the clinical AI\/ML landscape. As the needs and complexities of precision medicine grow, KanBo's adaptive platform ensures it remains an indispensable tool for navigating these challenges successfully.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"500\" src=\"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/11\/KanBo-Use-Cases-Pharma-Banner-Mobile.png\" alt=\"\" class=\"wp-image-7274\"\/><\/a><\/figure>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column paskek-prawy is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:16px\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":7214,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7973","page","type-page","status-publish","hentry"],"blocksy_meta":{"has_hero_section":"disabled"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\r\n<title>KanBo Solution to the Clinical AI\/ML Collaboration - KanBo<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/\" \/>\r\n<meta property=\"og:locale\" content=\"en_US\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"KanBo Solution to the Clinical AI\/ML Collaboration - KanBo\" \/>\r\n<meta property=\"og:url\" content=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/\" \/>\r\n<meta property=\"og:site_name\" content=\"KanBo\" \/>\r\n<meta property=\"article:modified_time\" content=\"2024-04-24T16:25:33+00:00\" \/>\r\n<meta property=\"og:image\" content=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutes\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/\",\"url\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/\",\"name\":\"KanBo Solution to the Clinical AI\\\/ML Collaboration - KanBo\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/help.kanboapp.com\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/activity-stream-social-image.png\",\"datePublished\":\"2023-11-16T18:34:47+00:00\",\"dateModified\":\"2024-04-24T16:25:33+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/#primaryimage\",\"url\":\"https:\\\/\\\/help.kanboapp.com\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/activity-stream-social-image.png\",\"contentUrl\":\"https:\\\/\\\/help.kanboapp.com\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/activity-stream-social-image.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/kanbo-solution-to-the-clinical-ai-ml-collaboration\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Industries\",\"item\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"KanBo for Pharmaceutical\",\"item\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Use cases\",\"item\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/industries\\\/pharmaceutical\\\/use-cases\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"KanBo Solution to the Clinical AI\\\/ML Collaboration\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/\",\"name\":\"KanBo\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/#organization\",\"name\":\"KanBo\",\"url\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/kanboapp.com\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/image-122.png\",\"contentUrl\":\"https:\\\/\\\/kanboapp.com\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/image-122.png\",\"width\":196,\"height\":52,\"caption\":\"KanBo\"},\"image\":{\"@id\":\"https:\\\/\\\/kanboapp.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\r\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"KanBo Solution to the Clinical AI\/ML Collaboration - KanBo","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/","og_locale":"en_US","og_type":"article","og_title":"KanBo Solution to the Clinical AI\/ML Collaboration - KanBo","og_url":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/","og_site_name":"KanBo","article_modified_time":"2024-04-24T16:25:33+00:00","og_image":[{"url":"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/","url":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/","name":"KanBo Solution to the Clinical AI\/ML Collaboration - KanBo","isPartOf":{"@id":"https:\/\/kanboapp.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#primaryimage"},"image":{"@id":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#primaryimage"},"thumbnailUrl":"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png","datePublished":"2023-11-16T18:34:47+00:00","dateModified":"2024-04-24T16:25:33+00:00","breadcrumb":{"@id":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#primaryimage","url":"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png","contentUrl":"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/activity-stream-social-image.png"},{"@type":"BreadcrumbList","@id":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-solution-to-the-clinical-ai-ml-collaboration\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kanboapp.com\/en\/"},{"@type":"ListItem","position":2,"name":"Industries","item":"https:\/\/kanboapp.com\/en\/industries\/"},{"@type":"ListItem","position":3,"name":"KanBo for Pharmaceutical","item":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/"},{"@type":"ListItem","position":4,"name":"Use cases","item":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/"},{"@type":"ListItem","position":5,"name":"KanBo Solution to the Clinical AI\/ML Collaboration"}]},{"@type":"WebSite","@id":"https:\/\/kanboapp.com\/en\/#website","url":"https:\/\/kanboapp.com\/en\/","name":"KanBo","description":"","publisher":{"@id":"https:\/\/kanboapp.com\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kanboapp.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/kanboapp.com\/en\/#organization","name":"KanBo","url":"https:\/\/kanboapp.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kanboapp.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/04\/image-122.png","contentUrl":"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/04\/image-122.png","width":196,"height":52,"caption":"KanBo"},"image":{"@id":"https:\/\/kanboapp.com\/en\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/pages\/7973","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/comments?post=7973"}],"version-history":[{"count":3,"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/pages\/7973\/revisions"}],"predecessor-version":[{"id":13673,"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/pages\/7973\/revisions\/13673"}],"up":[{"embeddable":true,"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/pages\/7214"}],"wp:attachment":[{"href":"https:\/\/kanboapp.com\/en\/wp-json\/wp\/v2\/media?parent=7973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}