{"id":2443,"date":"2021-12-02T09:12:06","date_gmt":"2021-12-02T15:12:06","guid":{"rendered":"https:\/\/staging2.idsinc.com\/case-studies\/employee-remote-work-assessment-copy\/"},"modified":"2024-07-08T14:16:00","modified_gmt":"2024-07-08T20:16:00","slug":"leveraging-structured-data","status":"publish","type":"page","link":"https:\/\/idsinc.com\/en_gb\/case-studies\/leveraging-structured-data\/","title":{"rendered":"Leveraging Structured Data as a Competitive Advantage Leads to Class Decertification"},"content":{"rendered":"<!--themify_builder_content-->\n<div id=\"themify_builder_content-2443\" data-postid=\"2443\" class=\"themify_builder_content themify_builder_content-2443 themify_builder tf_clear\">\n                    <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_3xpd601 tb_first tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_1 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col-full tb_ik1p650 first\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_2eov038 image-full-overlay   auto_fullwidth tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1024x512.jpg\" class=\"wp-post-image wp-image-2446\" title=\"Leveraging Structured Data as a Competitive Advantage Leads to Class Decertification\" alt=\"Leveraging Structured Data as a Competitive Advantage Leads to Class Decertification\" srcset=\"https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1024x512.jpg 1024w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-300x150.jpg 300w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-768x384.jpg 768w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1536x768.jpg 1536w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-2048x1024.jpg 2048w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1320x660.jpg 1320w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <div class=\"image-content tf_overflow\">\n                    <h1 class=\"image-title\">\n                                    Leveraging Structured Data as a Competitive Advantage Leads to Class Decertification                            <\/h1>\n                    <\/div>\n    <!-- \/image-content -->\n        <\/div>\n<!-- \/module image -->        <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_l5or501 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_1 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col-full tb_wrhd083 first\">\n                    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_1v05263\" data-lazy=\"1\">\n        <h2 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n                    Facts at a Glance            <\/span>\n\n    \n    <span class=\"sub-head tf_block tf_rel\">\n                                <\/span>\n    <\/h2>\n<\/div>\n<!-- \/module fancy heading -->\n        <div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_top tb_col_count_2 tb_2zjt982\">\n                <div  data-lazy=\"1\" class=\"module_column sub_column tb_sfvi983 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_b5kq506\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<ul>\n<li>California wage and hour class action involving over 11,000 truck drivers<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column tb_ch4p984 last\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_reky472\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<ul>\n<li>Collection and analysis of over 13 TB of data and 75 billion records from 9 different systems<\/li>\n<li>Successful class decertification ruling six weeks before trial, saving company millions<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <\/div>\n        <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_1fc4299\" data-lazy=\"1\">\n        <h2 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n                    CHALLENGE            <\/span>\n\n    \n    <span class=\"sub-head tf_block tf_rel\">\n                                <\/span>\n    <\/h2>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_6pqx409\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<h5>Assist a client with a class action regarding unfair compensation practices. <\/h5>\n<p>Our client, a national long-hauling trucking company, was facing a major California wage and hour class action brought forth by its drivers alleging unfair compensation practices including lack of meal and rest breaks. <\/p>\n<p><strong>iDS was tasked with:<\/strong><\/p>\n<ul>\n<li>Providing consulting services to assess the validity of plaintiffs\u2019 unfair wage and hour allegations<\/li>\n<li>Drafting an expert report and relation declarations in support of our findings and conclusions<\/li>\n<li>Delivering numerous rounds of data productions based on court and plaintiff requests<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_137n90\" data-lazy=\"1\">\n        <h2 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n                    Solution            <\/span>\n\n    \n    <span class=\"sub-head tf_block tf_rel\">\n                                <\/span>\n    <\/h2>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_3vdj005\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<h5>iDS was engaged to retrieve data to back up claims of non-work activity. <\/h5>\n<p>iDS was chosen based on our relationship with the client and our deep experience in assisting other clients with similar issues. A project plan was drawn up to include:<\/p>\n<ul>\n<li>Understanding plaintiffs\u2019 claims and identifying the relevant data sources, including onboard computers, payroll records, driver logs, and compensation plans<\/li>\n<li>Collecting over 13 TB of data spanning 6,800 tables and 75 billion records from 9 different systems<\/li>\n<li>Ingesting this data into the xIOT\u00ae platform, allowing our team to efficiently analyze, enrich, and visualize fact patterns across disparate data sources<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_tmze645\" data-lazy=\"1\">\n        <h2 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n                    Result            <\/span>\n\n    \n    <span class=\"sub-head tf_block tf_rel\">\n                                <\/span>\n    <\/h2>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_7goe051\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<h5>iDS demonstrated variations in compensation plans, leading to a class decertification ruling.<\/h5>\n<p>Our data driven analysis successfully demonstrated wide variations in class members compensation plans, ultimately leading to a class decertification ruling just six weeks before trial. In addition, we delivered 12 rounds of data productions, ultimately comprising over 900 million records across 1,500 files.<\/p>\n<\/div>\n<\/div>\n<\/div>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                        <\/div>\n        <\/div>\n        <\/div>\n<!--\/themify_builder_content-->","protected":false},"excerpt":{"rendered":"<p>Facts at a Glance California wage and hour class action involving over 11,000 truck drivers Collection and analysis of over 13 TB of data and 75 billion records from 9 different systems Successful class decertification ruling six weeks before trial, saving company millions CHALLENGE Assist a client with a class action regarding unfair compensation practices. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2446,"parent":33,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"team":[],"class_list":["post-2443","page","type-page","status-publish","has-post-thumbnail","hentry","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Leveraging Structured Data - iDiscovery Solutions<\/title>\n<meta name=\"description\" content=\"iDS leverages Structured Data as an advantage in Class Action regarding unfair compensation plan, resulting in Class Decertification ruling.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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Leads to Class Decertification\" srcset=\"https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1024x512.jpg 1024w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-300x150.jpg 300w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-768x384.jpg 768w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1536x768.jpg 1536w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-2048x1024.jpg 2048w, https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-20212-1320x660.jpg 1320w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/> <h1> Leveraging Structured Data as a Competitive Advantage Leads to Class Decertification <\/h1>\n<h2>Facts at a Glance<br\/><\/h2>\n<ul> <li>California wage and hour class action involving over 11,000 truck drivers<\/li> <\/ul>\n<ul> <li>Collection and analysis of over 13 TB of data and 75 billion records from 9 different systems<\/li> <li>Successful class decertification ruling six weeks before trial, saving company millions<\/li> <\/ul>\n<h2>CHALLENGE<br\/><\/h2>\n<h5>Assist a client with a class action regarding unfair compensation practices. <\/h5> <p>Our client, a national long-hauling trucking company, was facing a major California wage and hour class action brought forth by its drivers alleging unfair compensation practices including lack of meal and rest breaks. <\/p> <p><strong>iDS was tasked with:<\/strong><\/p> <ul> <li>Providing consulting services to assess the validity of plaintiffs\u2019 unfair wage and hour allegations<\/li> <li>Drafting an expert report and relation declarations in support of our findings and conclusions<\/li> <li>Delivering numerous rounds of data productions based on court and plaintiff requests<\/li> <\/ul>\n<h2>Solution<br\/><\/h2>\n<h5>iDS was engaged to retrieve data to back up claims of non-work activity. <\/h5> <p>iDS was chosen based on our relationship with the client and our deep experience in assisting other clients with similar issues. A project plan was drawn up to include:<\/p> <ul> <li>Understanding plaintiffs\u2019 claims and identifying the relevant data sources, including onboard computers, payroll records, driver logs, and compensation plans<\/li> <li>Collecting over 13 TB of data spanning 6,800 tables and 75 billion records from 9 different systems<\/li> <li>Ingesting this data into the xIOT\u00ae platform, allowing our team to efficiently analyze, enrich, and visualize fact patterns across disparate data sources<\/li> <\/ul>\n<h2>Result<br\/><\/h2>\n<h5>iDS demonstrated variations in compensation plans, leading to a class decertification ruling.<\/h5> <p>Our data driven analysis successfully demonstrated wide variations in class members compensation plans, ultimately leading to a class decertification ruling just six weeks before trial. In addition, we delivered 12 rounds of data productions, ultimately comprising over 900 million records across 1,500 files.<\/p>","_links":{"self":[{"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/pages\/2443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/comments?post=2443"}],"version-history":[{"count":0,"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/pages\/2443\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/pages\/33"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/media\/2446"}],"wp:attachment":[{"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/media?parent=2443"}],"wp:term":[{"taxonomy":"team","embeddable":true,"href":"https:\/\/idsinc.com\/en_gb\/wp-json\/wp\/v2\/team?post=2443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}