{"id":155860,"date":"2024-02-20T17:39:04","date_gmt":"2024-02-20T14:39:04","guid":{"rendered":"https:\/\/innowise.com\/?post_type=case&#038;p=155860"},"modified":"2026-03-16T07:25:31","modified_gmt":"2026-03-16T11:25:31","slug":"medical-research-software","status":"publish","type":"case","link":"https:\/\/innowise.com\/fr\/case\/medical-research-software\/","title":{"rendered":"Logiciel de recherche m\u00e9dicale"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"155860\" class=\"elementor elementor-155860\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5c0bb1f elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"5c0bb1f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6a41542\" data-id=\"6a41542\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52018ac e-con-full e-flex e-con e-parent\" data-id=\"52018ac\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ef5b8fa e-con-full e-flex e-con e-child\" data-id=\"ef5b8fa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19152f4 hug-1000 elementor-widget elementor-widget-heading\" data-id=\"19152f4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Comprehensive technological enhancements across multiple streams for an ontology provider<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0c8360 elementor-widget elementor-widget-shortcode\" data-id=\"f0c8360\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"main_case_container\">\n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/ai\/\">AI<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/api\/\">API<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/cloud\/\">Cloud<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/analyse-de-donnees\/\">Data analytics<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/data-science\/\">Data science<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/gcp\/\">GCP<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/sante\/\">Healthcare<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/integration\/\">Integration<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/java\/\">Java<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/js\/\">JavaScript<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/pharma\/\">Pharma<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/python\/\">Python<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/react\/\">React<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/software-enhancement\/\">Software enhancement<\/a>\n            <\/div>\n        \n            <div class=\"tag_box\">\n                <a class=\"tag_link\" href=\"https:\/\/innowise.com\/fr\/cases\/web\/\">Web<\/a>\n            <\/div>\n        <\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-195c97e hug-800 elementor-widget elementor-widget-text-editor\" data-id=\"195c97e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Innowise executed a multifaceted <\/span><span style=\"font-weight: 400;\">medical research software <\/span><span style=\"font-weight: 400;\">upgrade for an ontology provider, incorporating AI-driven search, custom data dashboards, and ontology integration.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-b63fba1 e-flex e-con-boxed e-con e-parent\" data-id=\"b63fba1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d6501bb e-con-full e-flex e-con e-child\" data-id=\"d6501bb\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5352d25 elementor-widget elementor-widget-heading\" data-id=\"5352d25\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenge<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b4bb859 e-con-full e-flex e-con e-child\" data-id=\"b4bb859\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5961373 e-con-full hug-800 e-flex e-con e-child\" data-id=\"5961373\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6895016 elementor-widget elementor-widget-text-editor\" data-id=\"6895016\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 20px;\">The primary challenges our client faced centered around three main areas: <a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/services\/front-end-development\/\">developing a front end<\/a> for their AI-powered search system, automating <a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/services\/data-visualization\/\">data visualization<\/a> within medical research software, and integrating their ontologies into an existing system:<\/p><ul><li style=\"margin-bottom: 10px;\"><b>Developing AI-powered search system&#8217;s front-end:<\/b> The client&#8217;s primary challenge was enhancing the front end of their ontology-based search system, tailored for web and mobile platforms. This system was integral for managing an extensive collection of scientific articles. The upgrade required facilitating search capabilities, viewing sources, and annotating scientific concepts and terms within various document formats. The previous system&#8217;s limitations, notably the lack of search filters and annotation functionalities, impeded the full utilization of their scientific database.<\/li><li style=\"margin-bottom: 10px;\"><b>Automating data visualization for scientific research:<\/b>&lt; The client faced a challenge in automating data visualization for their scientific data analysis. The required system needed to support data scientists in identifying, preparing, and validating data, as well as in creating informative dashboards. This was crucial for classifying and linking medical entities, identifying molecular targets for new pharmaceuticals, and facilitating research on diseases.<\/li><li style=\"margin-bottom: 0px;\"><b>Ontology system integration:<\/b> Integrating the client&#8217;s ontologies into an existing system presented a unique challenge. The company&#8217;s legacy system heavily depended on manual processes for document handling and data entry. Our task was to modernize this system by automating document analysis and database uploads, developing a new interface, and establishing a <a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/services\/back-end-development\/\">back-end system<\/a>. This system had to support two distinct user roles: individuals responsible for uploading and editing documents and administrators for reviewing and confirming these entries.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-72d796b e-flex e-con-boxed e-con e-parent\" data-id=\"72d796b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b11a309 e-con-full e-flex e-con e-child\" data-id=\"b11a309\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6729fe0 elementor-widget elementor-widget-heading\" data-id=\"6729fe0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Solution<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa30632 hug-800 elementor-widget elementor-widget-text-editor\" data-id=\"aa30632\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 20px;\">Innowise&#8217;s team focused on three key aspects of the project:<\/p><ul><li style=\"margin-bottom: 10px;\">Enhancing a specialized <a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/services\/ai-development\/\">AI-powered search system<\/a> for web and mobile interfaces.<\/li><li style=\"margin-bottom: 10px;\"><span style=\"font-weight: 400;\"><a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/services\/data-analytics\/\">Automating data visualization for pharmaceutical research<\/a> through dynamic dashboards.<\/span><\/li><li>Integrating an ontology into a company&#8217;s system, thereby modernizing their document analysis and database management.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f7b3ce6 e-con-full e-flex e-con e-child\" data-id=\"f7b3ce6\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8f6ae06 e-con-full wiht-list e-flex e-con e-child\" data-id=\"8f6ae06\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5cb98f3 e-con-full stickyWrapper72 e-flex e-con e-child\" data-id=\"5cb98f3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7f6bbf5 elementor-widget elementor-widget-image\" data-id=\"7f6bbf5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"ENHANCING THE SEARCH SYSTEM IN MEDICAL RESEARCH SOFTWARE\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTU1ODY3LCJ1cmwiOiJodHRwczpcL1wvaW5ub3dpc2UuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI0XC8wMlwvTWVkLVJlc2VhcmNoLTEucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2000\" height=\"1700\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1.png\" class=\"attachment-full size-full wp-image-155867\" alt=\"ENHANCING THE SEARCH SYSTEM IN MEDICAL RESEARCH SOFTWARE\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1.png 2000w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1-300x255.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1-1024x870.png 1024w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1-768x653.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1-1536x1306.png 1536w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-1-14x12.png 14w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7dbd7e e-con-full e-flex e-con e-child\" data-id=\"d7dbd7e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ef3c7e8 e-con-full e-flex e-con e-child\" data-id=\"ef3c7e8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5c3c51 hug-560 elementor-widget elementor-widget-heading\" data-id=\"b5c3c51\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Enhancing the search system in medical research software<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6b26df elementor-widget elementor-widget-text-editor\" data-id=\"a6b26df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 20px\">Our team focused on developing and enhancing a specialized AI-powered search system \u2013 a key subsystem within a larger framework, designed for web and mobile interfaces. This task involved multiple technical and functional improvements:<\/p>\n<ul>\n \t<li style=\"margin-bottom: 10px\"><strong>Advanced document search:<\/strong> We enabled the system to conduct in-depth searches across various document formats from a vast document repository. The system allowed users to locate documents, view internal and external sources, and identify key scientific concepts and annotations highlighted within these documents.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Annotation and categorization:<\/strong> A critical feature was the ability for users to select specific words or tickets within documents and assign them to relevant domains for annotation. We integrated GPT-based AI features to guide users in correctly annotating and categorizing each term or entity.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Submission and review process:<\/strong> Upon making edits or adding new information to a document, the system facilitated a review process. Users could submit these changes, which would then be sent to an administrator for status assignment and approval of the new annotations, comments, or categorizations.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Query and analysis features:<\/strong> Users now are able to select documents from a large database and add them to a collective basket. They can then query these documents using the search bar in the Analyzer, asking specific questions or requesting summaries and analyses based on <a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/services\/gpt-development\/\">GPT technology<\/a>.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Custom filter development:<\/strong> Our developer created sophisticated filters for document search, tailored to various source types.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Document viewer challenges:<\/strong> One of the complex tasks was developing a document viewer capable of displaying marked annotations on PDF documents. This required intricate back-end coordination to overlay annotations correctly.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Legacy code and architecture overhaul:<\/strong> We addressed the challenges presented by legacy code and lack of architectural structure, ensuring the system was built on solid, modern technological foundations.<\/li>\n \t<li style=\"margin-bottom: 10px\"><strong>Integration of multiple GPT versions:<\/strong> Our team enhanced the system with multiple versions of GPT (3.5, 4, Davinci), enabling more versatile document analysis.<\/li>\n \t<li style=\"margin-bottom: 0px\"><strong>LLM integration:<\/strong> Innowise focused on custom LLM development that allows users to enter queries in natural language. Once the queries have been converted into back-end requests, they can be sent to the server.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73eb4ac e-con-full e-flex e-con e-child\" data-id=\"73eb4ac\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-516c621 e-con-full wiht-list e-flex e-con e-child\" data-id=\"516c621\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a9cab31 e-con-full stickyWrapper72 e-flex e-con e-child\" data-id=\"a9cab31\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cccb126 elementor-widget elementor-widget-image\" data-id=\"cccb126\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"DATA SCIENCE DASHBOARD AUTOMATION\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTU1ODY4LCJ1cmwiOiJodHRwczpcL1wvaW5ub3dpc2UuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI0XC8wMlwvTWVkLXJlc2VhcmNoLTIucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2000\" height=\"1700\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2.png\" class=\"attachment-full size-full wp-image-155868\" alt=\"DATA SCIENCE DASHBOARD AUTOMATION\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2.png 2000w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2-300x255.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2-1024x870.png 1024w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2-768x653.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2-1536x1306.png 1536w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-research-2-14x12.png 14w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0b5776 e-con-full e-flex e-con e-child\" data-id=\"d0b5776\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-218f1c7 e-con-full e-flex e-con e-child\" data-id=\"218f1c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a29dc2a hug-560 elementor-widget elementor-widget-heading\" data-id=\"a29dc2a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data science dashboard automation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9787de2 elementor-widget elementor-widget-text-editor\" data-id=\"9787de2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Our <a href=\"https:\/\/innowise.com\/services\/data-science\/\"><span style=\"text-decoration: underline;\">data science team<\/span><\/a> focused on automating data visualization through dashboards, a crucial component for the client&#8217;s research in identifying molecular targets for new pharmaceutical treatments. The primary diseases under study included obesity and muscle diseases.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\"><strong>Dashboard creation:<\/strong> The team&#8217;s objective was to create dashboards for visualizing pharmaceutical data. This involved processing large datasets, which are a vast number of annotated medical articles with unique ID and metadata, to form sizable GBQ tables.\u00a0<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\"><strong>Data visualization:<\/strong> Using <a href=\"https:\/\/innowise.com\/blog\/looker-vs-power-bi\/\"><span style=\"text-decoration: underline;\">Looker Studio<\/span><\/a>, we transformed these large data tables into smaller, more manageable formats for dashboard creation. This visualization step was necessary for experts to better review and filter data.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\"><strong>Dashboard automation:<\/strong> Post-approval by medical experts, we automated the dashboard creation using data engineering techniques. This involved using repositories containing SQL scripts to fetch required information. These scripts were scheduled to run at specific intervals, ensuring the dashboards remained up-to-date with the latest research findings.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\"><strong>Continuous updates and integration:<\/strong> Our solution allowed for the continuous integration of new relevant publications into the dashboards. This dynamic updating process was facilitated by Google Cloud Functions. It kept dashboards updated with the most recent data.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\"><strong>Query management:<\/strong> We handled queries through large tables, pulling out specific information based on search queries. The team then visualized these statistics in the dashboards and identified any issues in the search queries.<\/span><\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b99f319 e-con-full e-flex e-con e-child\" data-id=\"b99f319\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-445c9db e-con-full wiht-list e-flex e-con e-child\" data-id=\"445c9db\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-adb0b2a e-con-full stickyWrapper72 e-flex e-con e-child\" data-id=\"adb0b2a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26e4339 elementor-widget elementor-widget-image\" data-id=\"26e4339\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"ONTOLOGY INTEGRATION IN CHEMICAL RESEARCH\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTU1ODY5LCJ1cmwiOiJodHRwczpcL1wvaW5ub3dpc2UuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI0XC8wMlwvTWVkLVJlc2VhcmNoLTMucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2000\" height=\"1700\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3.png\" class=\"attachment-full size-full wp-image-155869\" alt=\"ONTOLOGY INTEGRATION IN CHEMICAL RESEARCH\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3.png 2000w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3-300x255.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3-1024x870.png 1024w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3-768x653.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3-1536x1306.png 1536w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/Med-Research-3-14x12.png 14w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a8fed8 e-con-full e-flex e-con e-child\" data-id=\"4a8fed8\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-554e5a7 e-con-full e-flex e-con e-child\" data-id=\"554e5a7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f98a90 hug-560 elementor-widget elementor-widget-heading\" data-id=\"9f98a90\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ontology integration in research<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2944afc elementor-widget elementor-widget-text-editor\" data-id=\"2944afc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 20px;\">Our project focused on integrating our client&#8217;s ontologies into an established lab management software. This task involved several key steps to modernize and automate their outdated system:<\/p><ul><li style=\"margin-bottom: 10px;\"><strong>System analysis and research:<\/strong> We began with a thorough analysis and research of the client&#8217;s legacy system. This <span style=\"font-weight: 400;\">lab management software, primarily used for storing reports and research findings, was based on older <a style=\"text-decoration: underline;\" href=\"https:\/\/innowise.com\/technologies\/java-development\/\">Java<\/a> versions and JSP technologies.<\/span><\/li><li style=\"margin-bottom: 10px;\"><strong>Developing new interface and back end:<\/strong> Our approach included developing a new interface and back-end system to automate the process of document analysis and database updating, which was previously done manually.<\/li><li style=\"margin-bottom: 10px;\"><strong>User types and functionalities:<\/strong> We designed the system to cater to two distinct user types:<\/li><li style=\"margin-bottom: 10px;\"><strong>Document uploader:<\/strong> Researchers who add documents to the system. After a document is annotated, it appears on a special page where the uploader can review the results, make edits, and confirm submission to the database.<\/li><li style=\"margin-bottom: 10px;\"><strong>Administrator:<\/strong> Responsible for reviewing and confirming document additions. This role involves a comprehensive review of documents, with the ability to edit, approve, or make changes before final database entry.<\/li><li style=\"margin-bottom: 10px;\"><strong>Back-end development and legacy code overhaul:<\/strong> Our developer undertook the task of overhauling the existing legacy code. This involved writing JSP pages according to client specifications and developing back-end functionalities (requests, responses, data processing, and database entry).<\/li><li style=\"margin-bottom: 10px;\"><strong>Admin interface development:<\/strong> We also developed an admin part of the system where the admin (typically the head of the research department) receives a notification with a link to the interface displaying information from the database.<\/li><li style=\"margin-bottom: 10px;\"><strong>Integration of ontology API:<\/strong> The core of our solution was integrating the Ontology API into the client&#8217;s lab management software. This API served as a point for sending document-related queries and receiving responses, which were then processed and displayed through the frontend before being sent to the client&#8217;s database.<\/li><li style=\"margin-bottom: 10px;\"><strong>Handling documents and data:<\/strong> In this system, documents uploaded to the ontological system were processed, and the resulting data was saved in the company&#8217;s research database. This allowed for automatic analysis of documents and retrieval of important information.<\/li><li style=\"margin-bottom: 0px;\"><strong>Full-stack development:<\/strong> Our developer worked as a full-stack engineer, dealing with both front-end and back-end aspects and ensuring seamless integration of all system components.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f7184af e-flex e-con-boxed e-con e-parent\" data-id=\"f7184af\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c9a1acf e-con-full e-flex e-con e-child\" data-id=\"c9a1acf\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a9ee81 elementor-widget elementor-widget-heading\" data-id=\"4a9ee81\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technologies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-edc9ddd e-grid e-con-boxed e-con e-child\" data-id=\"edc9ddd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ce91a5c e-con-full e-flex e-con e-child\" data-id=\"ce91a5c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ec9868 elementor-widget elementor-widget-text-editor\" data-id=\"8ec9868\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Programming languages<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6f618c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e6f618c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2a3c9e elementor-widget elementor-widget-text-editor\" data-id=\"f2a3c9e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 400;\"><a href=\"https:\/\/innowise.com\/technologies\/javascript-development\/\"  rel=\"dofollow\">JavaScript<\/a>, TypeScript, <a href=\"https:\/\/innowise.com\/technologies\/java-development\/\"  rel=\"dofollow\">Java<\/a><\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a659d25 e-flex e-con-boxed e-con e-child\" data-id=\"a659d25\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfd91e0 elementor-widget elementor-widget-text-editor\" data-id=\"dfd91e0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/innowise.com\/services\/front-end-development\/\" rel=\"dofollow\">Front-end<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc0102a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"cc0102a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed656e5 elementor-widget elementor-widget-text-editor\" data-id=\"ed656e5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 400;\"><a href=\"https:\/\/innowise.com\/technologies\/react-development\/\"  rel=\"dofollow\">React<\/a>, react-pdf, Redux, Redux-thunk, React-redux, Primereact, SASS, Lodash, Axios, FileSaver, GPT-Tokenizer<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bdd25eb e-flex e-con-boxed e-con e-child\" data-id=\"bdd25eb\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fce3a3 elementor-widget elementor-widget-text-editor\" data-id=\"9fce3a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/innowise.com\/services\/back-end-development\/\"  rel=\"dofollow\">Back-end<\/a>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b2db6d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4b2db6d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ab47ee elementor-widget elementor-widget-text-editor\" data-id=\"4ab47ee\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 400;\"><a href=\"https:\/\/innowise.com\/technologies\/java-spring-boot-development\/\"  rel=\"dofollow\">Spring boot<\/a>, Java with Lucene Libraries, Stardog<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ab54f5 e-flex e-con-boxed e-con e-child\" data-id=\"7ab54f5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ac822c elementor-widget elementor-widget-text-editor\" data-id=\"9ac822c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/innowise.com\/services\/data-science\/\" rel=\"dofollow\">Data Science<\/a> and <a href=\"https:\/\/innowise.com\/services\/data-analytics\/\" rel=\"dofollow\">analytics<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c403aab elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c403aab\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-542d5c3 elementor-widget elementor-widget-text-editor\" data-id=\"542d5c3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 400;\"><a href=\"https:\/\/innowise.com\/technologies\/python-development\/\"  rel=\"dofollow\">Python<\/a> (Pandas, Numpy, Plotly, Matplotlib), GCP (Google Big Query, Google Cloud Storage, Cloud Run), Looker, Data Studio, Apache Solr, custom tools for data processing and visualization<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a4e0231 elementor-widget elementor-widget-html\" data-id=\"a4e0231\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n\n.stickyWrapper72{\n    position: sticky;\n    top: 72px;\n    bottom: auto;   \n}  \n\n\n@media (max-width:1279px){\n.stickyWrapper72{\nposition: relative;  \ntop:unset;\n    \n}    \n    \n    \n}\n\n<\/style>\n\n<script>\ndocument.addEventListener(\"DOMContentLoaded\", ()=>{\n        \nconst headerElement = document.querySelector(\".new-menu\");\n\nconst stickyElement = document.querySelector(\".stickyWrapper72\");\n\nconst headerElementH = headerElement.clientHeight;\n\n\nstickyElement.style.top =  headerElementH + 0 + \"px\";\n        \n});\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a0ecce3 e-flex e-con-boxed e-con e-parent\" data-id=\"a0ecce3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-955aba8 e-con-full e-flex e-con e-child\" data-id=\"955aba8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb388e2 elementor-widget elementor-widget-heading\" data-id=\"cb388e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Process<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89c7c0e e-con-full e-flex e-con e-child\" data-id=\"89c7c0e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3b93c6 e-con-full e-flex e-con e-child\" data-id=\"a3b93c6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a750ba0 elementor-widget elementor-widget-text-editor\" data-id=\"a750ba0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Our approach to the development process was methodical and adhered to Agile principles, which ensured flexibility and continuous improvement.<\/span><\/p><p><span style=\"font-weight: 400;\">At the beginning, we conducted thorough research to understand the client&#8217;s needs and existing systems to deliver a detailed &#8216;Vision and Scope&#8217; document. Based on the initial findings, we proceeded to design and develop the necessary features for each stream. Our team held regular sprint meetings to confirm that our work aligned with client expectations. All features were implemented and subjected to rigorous testing for performance and accuracy, with the client providing continuous feedback.<\/span><\/p><p><span style=\"font-weight: 400;\">For effective communication and project tracking, we utilized Microsoft tools and Monday.com, ensuring a transparent process and real-time updates.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-432946e section-with-overflow-container e-flex e-con-boxed e-con e-parent\" data-id=\"432946e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5902a5b e-con-full e-flex e-con e-child\" data-id=\"5902a5b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f57060 elementor-widget__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"1f57060\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Team required<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5159f22 e-grid e-con-full e-con e-child\" data-id=\"5159f22\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7c127a6 e-con-full e-flex e-con e-child\" data-id=\"7c127a6\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1e29f66 e-con-full e-flex e-con e-child\" data-id=\"1e29f66\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7fc9843 elementor-widget elementor-widget-heading\" data-id=\"7fc9843\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffe54f3 elementor-widget elementor-widget-image\" data-id=\"ffe54f3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"14\" height=\"19\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/01\/icon-4.svg\" class=\"attachment-large size-large wp-image-154772\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-784a9df elementor-widget elementor-widget-heading\" data-id=\"784a9df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Project Manager<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d19c98a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d19c98a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-25abbd1 e-con-full e-flex e-con e-child\" data-id=\"25abbd1\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a4b864a e-con-full e-flex e-con e-child\" data-id=\"a4b864a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a94ac45 elementor-widget elementor-widget-heading\" data-id=\"a94ac45\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">3<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b7b104 elementor-widget elementor-widget-image\" data-id=\"2b7b104\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"14\" height=\"19\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/01\/icon-4.svg\" class=\"attachment-large size-large wp-image-154772\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-648d1fc elementor-widget elementor-widget-heading\" data-id=\"648d1fc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">React Developers<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f17afa elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9f17afa\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-810554f e-con-full e-flex e-con e-child\" data-id=\"810554f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8f145f2 e-con-full e-flex e-con e-child\" data-id=\"8f145f2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a5eca2 elementor-widget elementor-widget-heading\" data-id=\"1a5eca2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">3<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bb3813 elementor-widget elementor-widget-image\" data-id=\"0bb3813\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"14\" height=\"19\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/01\/icon-4.svg\" class=\"attachment-large size-large wp-image-154772\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f69d13c elementor-widget elementor-widget-heading\" data-id=\"f69d13c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Java Developers<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88e396e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"88e396e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-41f1ec7 e-con-full e-flex e-con e-child\" data-id=\"41f1ec7\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cc508c0 e-con-full e-flex e-con e-child\" data-id=\"cc508c0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5a296d elementor-widget elementor-widget-heading\" data-id=\"e5a296d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-348df83 elementor-widget elementor-widget-image\" data-id=\"348df83\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"14\" height=\"19\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/01\/icon-4.svg\" class=\"attachment-large size-large wp-image-154772\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52b1230 elementor-widget elementor-widget-heading\" data-id=\"52b1230\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">ML\/Python Developer<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-050712c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"050712c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d5b8610 e-con-full e-flex e-con e-child\" data-id=\"d5b8610\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f298bc4 e-con-full e-flex e-con e-child\" data-id=\"f298bc4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e9f7eb elementor-widget elementor-widget-heading\" data-id=\"7e9f7eb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">2<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1bf065 elementor-widget elementor-widget-image\" data-id=\"a1bf065\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"14\" height=\"19\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/01\/icon-4.svg\" class=\"attachment-large size-large wp-image-154772\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6807116 elementor-widget elementor-widget-heading\" data-id=\"6807116\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Data Engineers<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-117837b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"117837b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-95a02c6 e-con-full overflow-container e-flex e-con e-child\" data-id=\"95a02c6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0290e71 team-img-overflow elementor-widget elementor-widget-image\" data-id=\"0290e71\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"859\" height=\"1088\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/img-27-e1706180900467-1.png\" class=\"attachment-full size-full wp-image-155420\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/img-27-e1706180900467-1.png 859w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/img-27-e1706180900467-1-237x300.png 237w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/img-27-e1706180900467-1-808x1024.png 808w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/img-27-e1706180900467-1-768x973.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/02\/img-27-e1706180900467-1-9x12.png 9w\" sizes=\"(max-width: 859px) 100vw, 859px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b00f05a e-flex e-con-boxed e-con e-parent\" data-id=\"b00f05a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e1a8f36 e-con-full e-flex e-con e-child\" data-id=\"e1a8f36\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6e999e elementor-widget elementor-widget-heading\" data-id=\"a6e999e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Results<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6b3c905 e-con-full e-flex e-con e-child\" data-id=\"6b3c905\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e6c9b25 e-con-full e-flex e-con e-child\" data-id=\"e6c9b25\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52b3a5b hug-800 elementor-widget elementor-widget-text-editor\" data-id=\"52b3a5b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 20px;\">In our collaborative effort with the client, spanning three key streams, we&#8217;ve made significant strides in advancing their scientific research capabilities. Here&#8217;s a snapshot of the actual results:<\/p><ul><li style=\"margin-bottom: 10px;\"><strong>Streamlined search operations:<\/strong> Our team&#8217;s efforts in refining the search system led to a doubling of search speed, benefiting researchers in their quest for swift access to scientific data.<\/li><li style=\"margin-bottom: 10px;\"><strong>Precision in annotations:<\/strong> The introduction of the automated annotation system resulted in increased annotation accuracy, a critical factor for in-depth scientific studies.<\/li><li style=\"margin-bottom: 10px;\"><strong>Increased efficiency in data handling:<\/strong> By automating data visualization processes, we&#8217;ve effectively halved the time researchers spent on manual data handling, translating to more time for core research activities.<\/li><li style=\"margin-bottom: 10px;\"><strong>Enhanced data processing velocity:<\/strong> Data processing and visualization speeds were amplified threefold, marking a leap in handling complex datasets.<\/li><li style=\"margin-bottom: 10px;\"><strong>Optimized user experience:<\/strong> The modernized user interface of our systems has led to a notable uptick in user satisfaction, fostering better engagement within the scientific community.<\/li><li style=\"margin-bottom: 10px;\"><strong>Liberated research time:<\/strong> Automating routine tasks has led to a 60% reduction in manual data handling, liberating the researchers&#8217; time, previously consumed by manual work.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ee14536 related_case_container elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ee14536\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-57f6297\" data-id=\"57f6297\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd3400c elementor-widget elementor-widget-heading\" data-id=\"dd3400c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Related cases<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-604cbf4 slider-overflow elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"604cbf4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c549077\" data-id=\"c549077\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c754ce elementor-widget elementor-widget-shortcode\" data-id=\"2c754ce\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n        <div class=\"slider-overflow\">\n            <div class=\"swiper-related\">\n                <div class=\"swiper-wrapper\">\n        <div class=\"swiper-slide\">\n            <div class=\"swiper-into-e1\">\n                <div class=\"swiper-slide__inner-container\">\n                    <div class=\"block-div-img-rel\">\n 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elementor-top-section elementor-element elementor-element-2210620 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2210620\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b38ec88\" data-id=\"b38ec88\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ad006ed elementor-widget elementor-widget-shortcode\" data-id=\"ad006ed\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f100240-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"100240\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/fr\/wp-json\/wp\/v2\/case\/155860#wpcf7-f100240-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" enctype=\"multipart\/form-data\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"100240\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f100240-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<style>\n#form-templates .contact__info {\n  background-color: #f4f4f4;\n  padding: 70px 44px 70px 50px;\n  position: relative;\n  max-width: 540px;\n  width: 100%;\nborder: 1px solid #AEB1B7;\n}\n\n#form-templates .contact__info-background {\n  z-index: -1;\n  position: absolute;\n  top: 20px;\n  left: 20px;\n  width: 100%;\n  height: 100%;\n  border: 1px dashed #ef4557;\n}\n\n\n#form-templates .new-container{\ndisplay: flex;\njustify-content: space-between;\nflex-wrap: wrap;\n}\n\n\n#form-templates{\npadding: 100px 15px 100px 15px;        \n}\n\n#form-templates .contact__info-heading {\n  font-family: 'Sora' !important;\n  font-style: normal !important;\n  font-weight: 400 !important;\n  font-size: 36px !important;\n  line-height: 46px !important;\n  color: #2E2E2E !important;\n   margin-bottom: 60px !important;\n\n}\n\n\n#form-templates .message label{\ncolor: #585858 !important;   \n}\n\n.elementor-widget-container.form-template h2,.elementor-widget-container.form-template h1{\n font-size: 60px !important;\n  line-height: 70px !important;\n  font-family: \"Sora\", Sans-serif;\n  font-weight: 400;\n  margin: 0;  \n  margin-bottom: 20px;\n}\n\n\n\n\n.elementor-widget-container.form-template p{\n  font-family: \"Karla\", Sans-serif;\n  font-size: 22px;\n  font-weight: 400;\n  line-height: 28px;\n  color: var( --e-global-color-primary );\n  max-width: 700px;\n  margin: 0; \n  margin-bottom: 40px;\n} \n  \n\n\n.new-container #spinner{\nwidth: 50%;\nmax-width: 700px;\n}\n\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:30px; \n    \n}\n\n\n#form-templates .contact__info-heading {\n  margin-bottom: 67px;\n  font-size: 36px;\n  font-family: karla;\n  color:  #2E2E2E;\n\n  line-height: 49px;\n}\n\n#form-templates .contact__info-steps {\n  display: flex;\n  flex-direction: column;\n  max-width: 425x;\n  row-gap: 20px;\n  border-left: 1px solid #2e2e2e;\n}\n\n#form-templates .contact__info-block {\n  position: relative;\n  padding-left: 45px;\n}\n\n#form-templates .contact__info-block:last-child {\n  box-shadow: -1px 0 0 1px #f4f4f4;\n}\n\n#form-templates .contact__info-step {\n  position: absolute;\n  border: 1px solid #2e2e2e;\n  width: 40px;\n  height: 40px;\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  border-radius: 20px;\n  left: -20px;\n  top: -8px;\n  background-color: #F4F4F4;\n  color:  #2E2E2E;\n\nfont-family: Karla;\nfont-weight: 700;\nfont-size: 18px;\nline-height: 28px;\n\n}\n\n.elementor-widget-global .contact__info-step {\n        color:  #2E2E2E;\n}\n\n#form-templates .contact__info-text {\n  margin: 0;\n  font-size: 16px;\n  line-height: 26px;\n  color: #2E2E2E;\n  font-family: karla;\n\n  width: 100%;\n}\n\n\n#form-templates .contact-us__send{\nflex-shrink: 0;\nmargin-top:0;\n}\n\n\n\n@media screen and (max-width: 1279px) {\n    .new-container #spinner{\n        width: 100%;\n        max-width:100%;\n        margin-bottom:40px;\n    }\n    \n\n    .new-container .contact__info {\n        max-width: 700px !important;\n    }\n    \n}\n\n\n@media screen and (max-width: 1279px) {\n#form-templates{\npadding: 60px 15px 70px 15px;     \n}\n}\n\n\n\n@media screen and (max-width: 767px) {\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:20px; \n \n}\n\n\n  #form-templates .contact__info {\n    padding: 20px 20px 40px 40px;\n    margin: 0 auto;\n  }\n\n\n#form-templates{\npadding: 40px 15px 50px 15px;  \n    \n}\n\n  \n   .new-container #spinner{\n       \n    margin-bottom:30px;   \n   }\n   \n   \n   .elementor-widget-container.form-template h2,.elementor-widget-container.form-template h1{\n   font-size: 32px !important;\n    line-height: 42px !important;    \n   }\n   \n   \n   .elementor-widget-container.form-template p{\n       \n    font-size: 16px;\n    line-height: 20px;  \n    margin-bottom: 30px;\n \n       \n   }\n   \n   #form-templates .contact__info-heading{\n   font-size: 24px !important;\n    line-height: 49px !important;    \n       \n   }\n   \n\n.mailToContact{\nmargin-top: 10px !important;        \n}\n   \n\n  #form-templates .contact__info-heading {\n    font-size: 24px;\n    margin-bottom: 37px;\n  }\n\n  #form-templates .contact__info-background {\n    top: 10px;\n    left: 10px;\n  }\n\n  #form-templates .contact__info-text {\n    font-size: 12px;\n    line-height: 20px;\n  }\n  \n  \n  #form-templates .contact__info-heading {\n   margin-bottom: 35px !important;\n\n}\n\n}\n\n@media (max-width: 767px) {\n    .mailToContact {\n        max-width: 100%;\n    }\n}\n<\/style>\n\n<script>\nwindow.addEventListener('hashchange',function(e){if(window.history.pushState){window.history.pushState('','\/',window.location.pathname)}else{window.location.hash=''}})\n<\/script>\n\n\n<div id=\"form-templates\">\n<div class=\"elementor-widget-container form-template\">\n<a name=\"contact-form\"><\/a>\n<h2>Contact us<\/h2>\n<p><a id=\"calendlylink\" style=\"color: #c63031; border-bottom: 1px solid #c63031; padding: 0;\">Book a call<\/a> or fill out the form below and we\u2019ll get back to you once we\u2019ve processed your request.<\/p>\n<\/div>\n\n<div class=\"new-container\">\n\n\n<div class=\"contact-us__main\" id=\"spinner\" data-no-defer=\"1\">\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"name\">\n<label>Name<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"field_name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__name\" id=\"contact-name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name*\" value=\"\" type=\"text\" name=\"field_name\" \/><\/span>\n<\/div>\n\n<div class=\"company\">\n<label>Company<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__company\" id=\"contact-company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Company*\" value=\"\" type=\"text\" name=\"company\" \/><\/span>\n<\/div>\n\n<\/div>\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"email\">\n<label>Email<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email contact-us__email\" id=\"contact-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Corporate email*\" value=\"\" type=\"email\" name=\"email\" \/><\/span>\n<\/div>\n\n<div class=\"phone\">\n<label>Phone<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel contact-us__phone\" id=\"contact-phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Phone*\" value=\"\" type=\"tel\" name=\"tel\" \/><\/span>\n<\/div>\n\n<\/div>\n<div class=\"contact-us__wrapper subj\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-recipient\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-subj_js\" aria-invalid=\"false\" name=\"your-recipient\"><option value=\"\">Subject*<\/option><option value=\"IT staff augmentation\">IT staff augmentation<\/option><option value=\"Turnkey product development\">Turnkey product development<\/option><option value=\"Support and enhancement\">Support and enhancement<\/option><option value=\"Careers\">Careers<\/option><option value=\"Other\">Other<\/option><\/select><\/span>\n\n<span class=\"wpcf7-form-control-wrap\" data-name=\"form-field-budget_js\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-budget_js\" aria-invalid=\"false\" name=\"form-field-budget_js\"><option value=\"\">Project budget<\/option><option value=\"Under $15K\">Under $15K<\/option><option value=\"$15K-$30K\">$15K-$30K<\/option><option value=\"$30K-$100K\">$30K-$100K<\/option><option value=\"$100K-$250K\">$100K-$250K<\/option><option value=\"$250K-$500K\">$250K-$500K<\/option><option value=\"More than $500K\">More than $500K<\/option><\/select><\/span>\n\n<\/div>\n\n\n<div class=\"message\">\n<label>Message<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea cols=\"40\" rows=\"1\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required contact-us__message\" id=\"contact-message\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Describe your needs in detail*\" name=\"message\"><\/textarea><\/span>\n<\/div>\n\n<div class=\"atvoice-wrap\">\n\n<div class=\"voice-wrap\">\n<span id=\"voice-mut\" class=\"voicetext\">Send us a voice message<\/span>\n         <div class=\"qc_voice_audio_wrapper\">\n            <div class=\"qc_voice_audio_container\">\n                <div class=\"qc_voice_audio_upload_main\" id=\"qc_audio_main\">\n                    <a class=\"qc_audio_record_button\" id=\"qc_audio_record\" href=\"#\" aria-label=\"Record an audio message\">\n                        <span class=\"dashicons dashicons-microphone\"><\/span> \u00a0<\/a> \n                <\/div>\n\n                <div class=\"qc_voice_audio_recorder\" id=\"qc_audio_recorder\" style=\"display:none\">\n\n                <\/div>\n                <div class=\"qc_voice_audio_display\" id=\"qc_audio_display\"  style=\"display:none\">\n                    <audio id=\"qc-audio\" controls src=\"\"><\/audio>\n                    <span title=\"Remove and back to main upload screen.\" class=\"qc_audio_remove_button dashicons dashicons-trash\"><\/span>\n                <\/div>\n            <\/div>\n            <input type=\"hidden\" value=\"\" name=\"qcwpvoicemessage\" id=\"qc_audio_url\" \/>\n        <\/div>\n        \n<\/div>\n\n\n<div class=\"attach-wrap\">\n<span class=\"voicetext\">Attach documents<\/span>\n\n<div class='attachment'>\n\n<div class=\"downloaded\">\n<span><\/span>\n<div class=\"deleteFile\"><\/div>\n<\/div>\n\n<div class=\"attachmentButton\" onclick=\"(function cl(e){if(e.target.nodeName == 'DIV'){e.target.parentNode.children[1].children[0].click(); }})(arguments[0]);\">\n\n<div class=\"innerText\">Upload file<\/div>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"att-files\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-file\" accept=\".jpg,.png,.jpeg,.pdf\" aria-invalid=\"false\" type=\"file\" name=\"att-files\" \/><\/span>\n\n<div class=\"tip\" onclick=\"event.stopPropagation()\">\n<p>You can attach 1 file up to 2MB. Valid file formats: pdf, jpg, jpeg, png.<\/p>\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\n\n\n<\/div>\n\n<div class=\"contact-us__wrapper\"> \n<p class=\"pp\">By clicking Send, you consent to Innowise processing your personal data per our<a href=\"\/privacy-notice\/\"> Privacy Policy <\/a>to provide you with relevant information. By submitting your phone number, you agree that we may contact you via voice calls, SMS, and messaging apps. Calling, message, and data rates may apply.<\/p>\n\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"scoring_point\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmCampaign\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmContent\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmMedium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmSource\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmTerm\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"location\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"city\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"ip\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"Summ\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gclid\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"rating\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"urlCompany\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"urlWithParams\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"audioMessageLink\" \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner contact-us__send\" id=\"contact-send-button\" type=\"submit\" value=\"Send\" \/>\n<\/div>\n\n<div class='mailToContact'>You can also send us your request <\/br>to <a href=\"mailto:contact@innowise.com\">contact@innowise.com<\/a><\/div>\n\n<\/div>\n\n<div class=\"elementor-widget-container\" style=\"z-index:1;\">\n<div class=\"contact__info\">\n  <div class=\"contact__info-background\"><\/div>\n  <div class=\"contact__info-heading\">What happens next?<\/div>\n  <div class=\"contact__info-steps\">\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">1<\/div>\n      <p class=\"contact__info-text\">Once we\u2019ve received and processed your request, we\u2019ll get back to you to detail your\n        project needs and sign an NDA to ensure confidentiality.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">2<\/div>\n      <p class=\"contact__info-text\">After examining your wants, needs, and expectations, our team will devise a project\n        proposal with the scope of work, team size, time, and cost estimates.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">3<\/div>\n      <p class=\"contact__info-text\">We\u2019ll arrange a meeting with you to discuss the offer and nail down the details.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">4<\/div>\n      <p class=\"contact__info-text\">Finally, we\u2019ll sign a contract and start working on your project right away.<\/p>\n    <\/div>\n  <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\n<\/div>\n\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<div class=\"other_services_container\">[other_services]<\/div><script>\n            jQuery( document ).ready(function($) {\n                if($('[data-elementor-type=\"wp-post\"]').length > 0){\n                    $('[data-elementor-type=\"wp-post\"]').children().last().before($('.other_services_container'));\n                }else{\n                    $('[data-elementor-type=\"wp-page\"]').children().last().before($('.other_services_container'));\n                }\n                \n                var sections = $('[data-elementor-type=\"wp-post\"]').find('.net-15.dt-16');\n                for(var i = 0; i<sections.length; i++){\n                    \n                    if($(sections[i]).hasClass( 'net-15' ) && $(sections[i]).hasClass( 'dt-16' ) && $(sections[i]).hasClass( 'elementor-hidden-desktop' )==false){\n                        $(sections[i]).before($('.other_services_container'));   \n                    }\n                }\n                \n            });\n        <\/script>","protected":false},"excerpt":{"rendered":"<p>Comprehensive technological enhancements across multiple streams for an ontology provider Innowise executed a multifaceted medical research software upgrade for an ontology provider, incorporating AI-driven search, custom data dashboards, and ontology integration. Challenge The primary challenges our client faced centered around three main areas: developing a front end for their AI-powered search system, automating data visualization [&hellip;]<\/p>\n","protected":false},"featured_media":155862,"template":"elementor_header_footer","cases":[845,747,761,752,1261,1030,778,1045,783,784,1223,795,796,864,807],"class_list":["post-155860","case","type-case","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/case\/155860","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/case"}],"about":[{"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/types\/case"}],"version-history":[{"count":0,"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/case\/155860\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/media\/155862"}],"wp:attachment":[{"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/media?parent=155860"}],"wp:term":[{"taxonomy":"cases","embeddable":true,"href":"https:\/\/innowise.com\/fr\/wp-json\/wp\/v2\/cases?post=155860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}