{"id":2635,"date":"2021-12-03T12:23:19","date_gmt":"2021-12-03T18:23:19","guid":{"rendered":"https:\/\/staging2.idsinc.com\/case-studies\/working-as-a-forensic-neutral-to-help-counsel-understand-how-parties-interacted-with-devices-copy\/"},"modified":"2022-12-07T13:44:40","modified_gmt":"2022-12-07T19:44:40","slug":"leanreview","status":"publish","type":"page","link":"https:\/\/idsinc.com\/fr\/case-studies\/leanreview\/","title":{"rendered":"LeanReview\u2122 aide \u00e0 isoler les documents cl\u00e9s pour faciliter les entretiens avec les employ\u00e9s"},"content":{"rendered":"\n
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\n \"LeanReview\u2122 \n <\/div>\n \n \n
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\n LeanReview\u2122 aide \u00e0 isoler les documents cl\u00e9s pour faciliter les entretiens avec les employ\u00e9s <\/h3>\n <\/div>\n \n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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\n \n D\u00c9FI <\/span>\n\n \n \n <\/span>\n <\/h1>\n<\/div>\n\n\n
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Le client d'iDS avait besoin de pr\u00e9parer des classeurs de documents pour soutenir une s\u00e9rie d'entretiens qui devaient \u00eatre men\u00e9s au cours d'une semaine.<\/h5>\n

Notre client menait une enqu\u00eate interne pour d\u00e9terminer si des employ\u00e9s avaient fait, par n\u00e9gligence ou sciemment, de fausses d\u00e9clarations aux autorit\u00e9s r\u00e9glementaires. Dans le cadre de leur enqu\u00eate, notre client a pr\u00e9vu des entretiens avec quatre employ\u00e9s d'int\u00e9r\u00eat.<\/p>\n

iDS a \u00e9t\u00e9 charg\u00e9 de\u00a0:<\/strong><\/p>\n

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  • Isoler un sous-ensemble de documents dans l'ensemble de donn\u00e9es plus large pour un examen cibl\u00e9<\/li>\n
  • Promouvoir uniquement les documents les plus susceptibles d'\u00eatre cl\u00e9s pour un examen visuel<\/li>\n
  • Exporter et livrer les documents cl\u00e9s \u00e0 inclure dans les classeurs de documents<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div> <\/div>\n<\/div>\n\n
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    \n \n Solution <\/span>\n\n \n \n <\/span>\n <\/h1>\n<\/div>\n\n\n
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    Nous avons tir\u00e9 parti de plusieurs composants de LeanReview\u2122 afin de cr\u00e9er un flux de travail s\u00e9par\u00e9 d\u00e9di\u00e9 \u00e0 l'identification des documents cl\u00e9s qui entreraient dans les classeurs et prendraient en charge le processus d'entretien.<\/h5>\n

    L'\u00e9quipe iDS Discovery Services Analytics a utilis\u00e9 LeanReview\u2122 pour d\u00e9ployer un flux de travail distinct qui fonctionnait en parall\u00e8le avec l'examen plus large. Le flux de travail a \u00e9t\u00e9 con\u00e7u pour atteindre deux objectifs principaux\u00a0:<\/p>\n

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    • Limitez la population r\u00e9visable gr\u00e2ce \u00e0 une analyse par grappes bas\u00e9e sur des documents exemplaires.<\/li>\n
    • Entra\u00eenez rapidement un classificateur pr\u00e9dictif \u00e0 l'aide d'un mod\u00e8le existant et de documents s\u00e9lectionn\u00e9s par un algorithme d'apprentissage automatique.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div> <\/div>\n<\/div>\n\n
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      \n \n R\u00e9sultat <\/span>\n\n \n \n <\/span>\n <\/h1>\n<\/div>\n\n\n
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      LeanReview\u2122 a isol\u00e9 un petit sous-ensemble de documents pour une r\u00e9vision imm\u00e9diate permettant aux r\u00e9viseurs de se concentrer uniquement sur le contenu le plus pertinent. Le travail s'est d\u00e9roul\u00e9 ind\u00e9pendamment de l'examen plus large afin d'assurer une interruption minimale du flux de travail global. <\/h5>\n

      LeanReview\u2122 a pu hi\u00e9rarchiser un ensemble de 2 225 documents pour un examen imm\u00e9diat sur un corpus de plus de 3 millions de documents. Dans le sous-ensemble de documents promus \u00e0 un examen visuel, plus de 80% des documents ont \u00e9t\u00e9 d\u00e9termin\u00e9s comme r\u00e9pondant \u00e0 l'enqu\u00eate et 55% de ces documents ont \u00e9t\u00e9 d\u00e9termin\u00e9s comme \u00e9tant tr\u00e8s pertinents pour les probl\u00e8mes sp\u00e9cifiques en cause. Le livrable final \u00e9tait un ensemble de 110 documents cl\u00e9s qui ont \u00e9t\u00e9 organis\u00e9s en classeurs et utilis\u00e9s par notre client pour soutenir les entretiens avec les employ\u00e9s.<\/p>\n<\/div>\n<\/div>\n<\/div> <\/div>\n<\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n","protected":false},"excerpt":{"rendered":"

      iDS\u2019s client needed to prepare document binders to support a series of interviews that were scheduled to be conducted over the course of one week. Our client was conducting an internal investigation to determine if employees negligently or knowingly made misrepresentations to regulatory authorities. As part of their investigation, our client scheduled interviews with four […]<\/p>\n","protected":false},"author":1,"featured_media":2487,"parent":33,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"team":[],"class_list":["post-2635","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":"\nLeanReview\u2122 Helps Isolate Key Documents - iDiscovery Solutions<\/title>\n<meta name=\"description\" content=\"iDiscovery Solutions utilizes LeanReview\u2122 to expedite Isolation of Key Documents, Supporting Employee Interviews.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/idsinc.com\/fr\/etudes-de-cas\/leanreview\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LeanReview\u2122 Helps Isolate Key Documents to Support Employee Interviews\" \/>\n<meta property=\"og:description\" content=\"iDiscovery Solutions utilizes LeanReview\u2122 to expedite Isolation of Key Documents, Supporting Employee Interviews.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/idsinc.com\/fr\/etudes-de-cas\/leanreview\/\" \/>\n<meta property=\"og:site_name\" content=\"iDiscovery Solutions\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/iDiscovery-Solutions-110210573904472\" \/>\n<meta property=\"article:modified_time\" content=\"2022-12-07T19:44:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/idsinc.com\/wp-content\/uploads\/2021\/12\/iDS-CaseStudyImages-202111-leanreview.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2500\" \/>\n\t<meta property=\"og:image:height\" content=\"1250\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/idsinc.com\\\/case-studies\\\/leanreview\\\/\",\"url\":\"https:\\\/\\\/idsinc.com\\\/case-studies\\\/leanreview\\\/\",\"name\":\"LeanReview\u2122 Helps Isolate Key Documents - 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Les experts en la mati\u00e8re et les strat\u00e8ges en donn\u00e9es d'iDS se sp\u00e9cialisent dans la recherche de solutions \u00e0 des probl\u00e8mes de donn\u00e9es complexes, garantissant que les donn\u00e9es peuvent \u00eatre exploit\u00e9es comme un atout et non comme un passif.","email":"info@idsinc.com","telephone":"+1.800.813.4832","legalName":"iDiscovery Solutions"}]}},"builder_content":"\n<h1>CHALLENGE<br\/><\/h1>\n<h5>iDS\u2019s client needed to prepare document binders to support a series of interviews that were scheduled to be conducted over the course of one week.<\/h5> <p>Our client was conducting an internal investigation to determine if employees negligently or knowingly made misrepresentations to regulatory authorities. As part of their investigation, our client scheduled interviews with four employees of interest.<\/p> <p><strong>iDS was tasked with:<\/strong><\/p> <ul> <li>Isolating a subset of documents within the larger dataset for targeted review<\/li> <li>Promoting only the most likely to be key documents for eyes-on-review<\/li> <li>Exporting and delivering the key documents to be included in document binders<\/li> <\/ul>\n<h1>Solution<br\/><\/h1>\n<h5>We leveraged several components of LeanReview\u2122 in order to create a seperate workflow dedicated to identifying key documents that would go into the binders and support the interview process.<\/h5> <p>The iDS Discovery Services Analytics team used LeanReview\u2122 to deploy a separate workflow that functioned in parellel with the larger review. The workflow was designed to accomplish two major goals:<\/p> <ul> <li>Limit the reviewable population through cluster analysis based on exemplar documents.<\/li> <li>Rapidly train a predictive classifier using an existing model and documents selected by a machine learning algorithm.<\/li> <\/ul>\n<h1>Result<br\/><\/h1>\n<h5>LeanReview\u2122 isolated a small subset of documents for immediate review enabling the reviewers to focus on only the most relevant content. The work occurred independent of the larger review to ensure minimal interruption to the overall workflow. <\/h5> <p>LeanReview\u2122 was able to prioritize a set of 2,225 documents for immediate review out of a corpus of over 3MM documents. Within the subset of documents promoted to eyes-on-review, over 80% of the documents were determined to be responsive to the investigation and 55% of those documents were determined to be highly relevant to the specific issues at hand. The final deliverable was a set of 110 key documents that were organized into binders and used by our client to support the employee interviews.<\/p>","_links":{"self":[{"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/pages\/2635","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/comments?post=2635"}],"version-history":[{"count":0,"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/pages\/2635\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/pages\/33"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/media\/2487"}],"wp:attachment":[{"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/media?parent=2635"}],"wp:term":[{"taxonomy":"team","embeddable":true,"href":"https:\/\/idsinc.com\/fr\/wp-json\/wp\/v2\/team?post=2635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}