{"id":2308,"date":"2022-04-06T22:09:05","date_gmt":"2022-04-06T22:09:05","guid":{"rendered":"https:\/\/kopiustech.com\/?post_type=crown_case_studies&#038;p=2308"},"modified":"2024-03-20T06:52:09","modified_gmt":"2024-03-20T13:52:09","slug":"data-strategy-web-application-recommendation-engine-2","status":"publish","type":"crown_case_studies","link":"https:\/\/kopiustech.com\/es\/case-studies\/data-strategy-web-application-recommendation-engine-2\/","title":{"rendered":"Data Strategy, Web Application, and Recommendation Engine"},"content":{"rendered":"<div class=\"wp-block-getwid-section\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-left-normal getwid-padding-right-normal getwid-padding-tablet-top-normal getwid-padding-tablet-bottom-normal getwid-padding-tablet-left-normal getwid-padding-tablet-right-normal getwid-padding-mobile-top-normal getwid-padding-mobile-bottom-normal getwid-padding-mobile-left-normal getwid-padding-mobile-right-normal\" style=\"padding-top:100px;padding-bottom:100px\"><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 has-black-background-color\"><\/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<h6 class=\"wp-block-heading has-text-align-center has-white-color has-text-color\">Fortune 1000 Healthcare Company<\/h6>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"divider-gradient center\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-x-large-font-size\">Data Strategy, Web Application, and Recommendation Engine<\/h1>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-getwid-section getwid-section-content-custom-width\"><div class=\"wp-block-getwid-section__wrapper\"><div class=\"wp-block-getwid-section__inner-wrapper\" style=\"max-width:1160px\"><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 is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-large-font-size\">Challenge<\/h2>\n\n\n\n<div class=\"divider-gradient 1\"><\/div>\n\n\n\n<p>Hospital administrators and staff are under intense pressure to optimize performance within facilities while delivering best-in-class care to patients. This highly regulated industry has an abundance of data, but it\u2019s often collected and managed in disparate systems by people with ranging levels of proficiency.<\/p>\n\n\n\n<p>One opportunity to improve hospital efficiency is to optimize the scheduling of operating rooms, surgical procedures, and services.<\/p>\n\n\n\n<p>We were approached by an advanced SaaS-based healthcare data analytics company that needed to use existing data feeds to improve the scheduling of operations for a hospital that used its systems. Because of the sensitive nature of EHR data, security was a priority.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"692\" src=\"https:\/\/kopius.wpengine.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-1024x692.jpeg\" alt=\"business process management\" class=\"wp-image-701\" srcset=\"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-1024x692.jpeg 1024w, https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-300x203.jpeg 300w, https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-768x519.jpeg 768w, https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-1536x1039.jpeg 1536w, https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-2048x1385.jpeg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-large-font-size\">Solution<\/h2>\n\n\n\n<div class=\"divider-gradient 1\"><\/div>\n\n\n\n<p>Kopius delivered a web application including a scheduling recommendation engine. On the back-end, the web application relied on a Paas-based solution that analyzed trends using artificial intelligence<a>.<\/a><\/p>\n\n\n\n<p>First, we transformed and normalized the hospital\u2019s robust pipeline of raw and structured EHR data. Using that data, we developed a recommendation engine that prompts hospital staff to take actions based on key data indicators.<\/p>\n\n\n\n<p>Then we designed and developed a custom web-app to present and manipulate data, including the scheduling recommendations.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1160px\">\n<h2 class=\"wp-block-heading has-large-font-size\">Results<\/h2>\n\n\n\n<div class=\"divider-gradient 1\"><\/div>\n\n\n\n<p>The solution provided hospital staff with a decision support tool capable of improving room scheduling and revealed trends and opportunities for efficiency over time. These improvements resulted in improved patient care and hospital efficiency.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kopiustech.com\/es\/contact-us\/\">Contact Us<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"has-small-font-size\">*Kopius performed this work under its previously known business name, Valence.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Fortune 1000 Healthcare Company<\/p>","protected":false},"featured_media":701,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":""},"categories":[],"tags":[],"industries":[12],"technologies":[69,33,27,36],"services":[],"class_list":["post-2308","crown_case_studies","type-crown_case_studies","status-publish","has-post-thumbnail","hentry","industries-healthcare","technologies-ai-ml","technologies-engineering-development","technologies-ux-ui-design","technologies-web-mobile-applications"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Strategy, Web Application, and Recommendation Engine - Kopius<\/title>\n<meta name=\"description\" content=\"Explore how Kopius developed a decision support tool for a hospital that improved scheduling and revealed opportunities to enhance efficiency over time.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kopiustech.com\/es\/case-studies\/data-strategy-web-application-recommendation-engine-2\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Strategy, Web Application, and Recommendation Engine - Kopius\" \/>\n<meta property=\"og:description\" content=\"Explore how Kopius developed a decision support tool for a hospital that improved scheduling and revealed opportunities to enhance efficiency over time.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kopiustech.com\/es\/case-studies\/data-strategy-web-application-recommendation-engine-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Kopius\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-20T13:52:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1731\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@KopiusTech\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/\",\"url\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/\",\"name\":\"Data Strategy, Web Application, and Recommendation Engine - Kopius\",\"isPartOf\":{\"@id\":\"https:\/\/kopiustech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg\",\"datePublished\":\"2022-04-06T22:09:05+00:00\",\"dateModified\":\"2024-03-20T13:52:09+00:00\",\"description\":\"Explore how Kopius developed a decision support tool for a hospital that improved scheduling and revealed opportunities to enhance efficiency over time.\",\"breadcrumb\":{\"@id\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#primaryimage\",\"url\":\"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg\",\"contentUrl\":\"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg\",\"width\":2560,\"height\":1731,\"caption\":\"business partners shake hands at the talks near the round table .the concept of partnership\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/kopiustech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Case Studies\",\"item\":\"https:\/\/kopiustech.com\/case-studies\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data Strategy, Web Application, and Recommendation Engine\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/kopiustech.com\/#website\",\"url\":\"https:\/\/kopiustech.com\/\",\"name\":\"Kopius\",\"description\":\"Digital Possibilities Delivered\",\"publisher\":{\"@id\":\"https:\/\/kopiustech.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/kopiustech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/kopiustech.com\/#organization\",\"name\":\"Kopius\",\"url\":\"https:\/\/kopiustech.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/kopiustech.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/kopiustech.com\/wp-content\/uploads\/2023\/02\/Kopius_Logo_Dark.png\",\"contentUrl\":\"https:\/\/kopiustech.com\/wp-content\/uploads\/2023\/02\/Kopius_Logo_Dark.png\",\"width\":1140,\"height\":280,\"caption\":\"Kopius\"},\"image\":{\"@id\":\"https:\/\/kopiustech.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/KopiusTech\",\"https:\/\/www.instagram.com\/kopiustech\/\",\"https:\/\/www.linkedin.com\/company\/kopius-tech\/\",\"https:\/\/www.youtube.com\/@KopiusTech\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Strategy, Web Application, and Recommendation Engine - Kopius","description":"Explore how Kopius developed a decision support tool for a hospital that improved scheduling and revealed opportunities to enhance efficiency over time.","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:\/\/kopiustech.com\/es\/case-studies\/data-strategy-web-application-recommendation-engine-2\/","og_locale":"es_ES","og_type":"article","og_title":"Data Strategy, Web Application, and Recommendation Engine - Kopius","og_description":"Explore how Kopius developed a decision support tool for a hospital that improved scheduling and revealed opportunities to enhance efficiency over time.","og_url":"https:\/\/kopiustech.com\/es\/case-studies\/data-strategy-web-application-recommendation-engine-2\/","og_site_name":"Kopius","article_modified_time":"2024-03-20T13:52:09+00:00","og_image":[{"width":2560,"height":1731,"url":"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@KopiusTech","twitter_misc":{"Est. reading time":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/","url":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/","name":"Data Strategy, Web Application, and Recommendation Engine - Kopius","isPartOf":{"@id":"https:\/\/kopiustech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#primaryimage"},"image":{"@id":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#primaryimage"},"thumbnailUrl":"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg","datePublished":"2022-04-06T22:09:05+00:00","dateModified":"2024-03-20T13:52:09+00:00","description":"Explore how Kopius developed a decision support tool for a hospital that improved scheduling and revealed opportunities to enhance efficiency over time.","breadcrumb":{"@id":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#primaryimage","url":"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg","contentUrl":"https:\/\/kopiustech.com\/wp-content\/uploads\/2021\/06\/AdobeStock_197953715-scaled.jpeg","width":2560,"height":1731,"caption":"business partners shake hands at the talks near the round table .the concept of partnership"},{"@type":"BreadcrumbList","@id":"https:\/\/kopiustech.com\/case-studies\/data-strategy-web-application-recommendation-engine-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kopiustech.com\/"},{"@type":"ListItem","position":2,"name":"Case Studies","item":"https:\/\/kopiustech.com\/case-studies\/"},{"@type":"ListItem","position":3,"name":"Data Strategy, Web Application, and Recommendation Engine"}]},{"@type":"WebSite","@id":"https:\/\/kopiustech.com\/#website","url":"https:\/\/kopiustech.com\/","name":"Kopius","description":"Digital Possibilities Delivered","publisher":{"@id":"https:\/\/kopiustech.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kopiustech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/kopiustech.com\/#organization","name":"Kopius","url":"https:\/\/kopiustech.com\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/kopiustech.com\/#\/schema\/logo\/image\/","url":"https:\/\/kopiustech.com\/wp-content\/uploads\/2023\/02\/Kopius_Logo_Dark.png","contentUrl":"https:\/\/kopiustech.com\/wp-content\/uploads\/2023\/02\/Kopius_Logo_Dark.png","width":1140,"height":280,"caption":"Kopius"},"image":{"@id":"https:\/\/kopiustech.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/KopiusTech","https:\/\/www.instagram.com\/kopiustech\/","https:\/\/www.linkedin.com\/company\/kopius-tech\/","https:\/\/www.youtube.com\/@KopiusTech"]}]}},"_links":{"self":[{"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/crown_case_studies\/2308","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/crown_case_studies"}],"about":[{"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/types\/crown_case_studies"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/media\/701"}],"wp:attachment":[{"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/media?parent=2308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/categories?post=2308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/tags?post=2308"},{"taxonomy":"industries","embeddable":true,"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/industries?post=2308"},{"taxonomy":"technologies","embeddable":true,"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/technologies?post=2308"},{"taxonomy":"services","embeddable":true,"href":"https:\/\/kopiustech.com\/es\/wp-json\/wp\/v2\/services?post=2308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}