{"id":508930,"date":"2023-05-24T16:17:55","date_gmt":"2023-05-24T14:17:55","guid":{"rendered":"https:\/\/www.devoteam.com\/success-story\/cls-group-comment-la-data-soutient-le-developpement-de-solutions-spatiales\/"},"modified":"2025-02-04T16:08:10","modified_gmt":"2025-02-04T15:08:10","slug":"cls-group-comment-la-data-soutient-le-developpement-de-solutions-spatiales","status":"publish","type":"success-story","link":"https:\/\/devoteam.info\/fr\/success-story\/cls-group-comment-la-data-soutient-le-developpement-de-solutions-spatiales\/","title":{"rendered":"CLS GROUP : COMMENT LA DATA SOUTIENT LE D\u00c9VELOPPEMENT DE SOLUTIONS SPATIALES"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.cls.fr\/le-groupe\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>CLS Group<\/strong><\/a><strong>&nbsp;(Collecte Localisation Satellites) est une ETI devenue un groupe mondial, sp\u00e9cialis\u00e9 dans le d\u00e9veloppement de solutions spatiales d\u00e9di\u00e9es \u00e0 l\u2019\u00e9tude, la protection de notre plan\u00e8te et \u00e0 la gestion durable de ses ressources. L\u2019entreprise intervient sur 5 domaines d\u2019activit\u00e9s : la gestion durable des p\u00eaches, la s\u00e9curit\u00e9 maritime, la surveillance environnementale, la mobilit\u00e9, les \u00e9nergies et les infrastructures.&nbsp;<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Dans l\u2019optique de lib\u00e9rer le pouvoir de ses donn\u00e9es, l\u2019entreprise a cr\u00e9\u00e9 un DataLab, pour lequel&nbsp;<\/strong><a href=\"https:\/\/www.linkedin.com\/posts\/cls_datalab-trophaezecto2021-cto-activity-6868980431736463360-i_Kq\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Philippe Roques, Directeur G\u00e9n\u00e9ral Adjoint en charge du Num\u00e9rique et des op\u00e9rations, a re\u00e7u le troph\u00e9e du CTO de l\u2019ann\u00e9e dans la cat\u00e9gorie Tech4Good<\/strong><\/a><strong>.<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Nicolas Renard (Datalead manager) &amp; Philippe Roques (Directeur G\u00e9n\u00e9ral Adjoint) nous pr\u00e9sentent les enjeux de ce projet et reviennent \u00e0 cette occasion sur l\u2019accompagnement de Devoteam Revolve dans la construction de cette \u00e9quipe d\u00e9di\u00e9e \u00e0 la Data.<\/strong>&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Pouvez-vous pr\u00e9senter le contexte du projet ?<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Conscient de la n\u00e9cessit\u00e9 de mieux&nbsp;<strong>valoriser les donn\u00e9es<\/strong>&nbsp;collect\u00e9es par les diff\u00e9rentes BU, nous avons d\u00e9cid\u00e9 de cr\u00e9er un DataLab, structure transverse aux entit\u00e9s du groupe. Notre objectif \u00e9tait de disposer d\u2019une \u00e9quipe centralis\u00e9e, capable de mettre \u00e0 disposition ses comp\u00e9tences en formatage de donn\u00e9es, en analyse de donn\u00e9es, en&nbsp;<strong>Natural Language Processing, en IA, en Machine Learning<\/strong>, de fa\u00e7on \u00e0 faciliter le croisement de ces donn\u00e9es et pouvoir mieux les exploiter.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019id\u00e9e est d\u2019apporter ces expertises aux diff\u00e9rentes entit\u00e9s pour r\u00e9pondre \u00e0 leurs besoins. Au d\u00e9part, le Datalab \u00e9tait une structure uniquement compos\u00e9e de personnes de CLS, qui assuraient par ailleurs d\u2019autres fonctions. Nous avons rapidement pris conscience qu\u2019il \u00e9tait n\u00e9cessaire de recruter en externe pour&nbsp;<strong>concr\u00e9tiser et consolider cette \u00e9quipe transverse<\/strong>&nbsp;qui est rattach\u00e9e au directeur op\u00e9rationnel&nbsp;.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>A quel moment avez-vous sollicit\u00e9 un accompagnement externe ?<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Au d\u00e9part le DataLab devait \u00eatre une communaut\u00e9 assez large, regroupant toutes les personnes ayant un lien avec la data. Il y avait \u00e0 la fois&nbsp;<strong>la notion d\u2019\u00e9quipe<\/strong>&nbsp;et&nbsp;<strong>la notion de communaut\u00e9<\/strong>. Cependant nous nous sommes rapidement rendu compte de&nbsp;<strong>la difficult\u00e9 \u00e0 animer une communaut\u00e9<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous avions justement assist\u00e9 lors d\u2019une conf\u00e9rence \u00e0 une intervention de Devoteam Revolve sur l\u2019accompagnement d\u2019une communaut\u00e9 DevOps et cette approche nous a sembl\u00e9 utile pour le DataLab. Comment faire vivre une communaut\u00e9 autour d\u2019une th\u00e9matique, avec des gens qui appartiennent \u00e0 diff\u00e9rentes entit\u00e9s, des m\u00e9tiers tr\u00e8s diff\u00e9rents, et comment f\u00e9d\u00e9rer tout cela ?&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Comment Devoteam A Cloud vous a accompagn\u00e9s ?<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019accompagnement de Devoteam A Cloud nous a permis de rapidement&nbsp;<strong>nous focaliser sur la gestion de l\u2019\u00e9quipe<\/strong>. Nous avions de vrais enjeux, avec des gens issus d\u2019horizons diff\u00e9rents, certains qui \u00e9taient l\u00e0 depuis longtemps, mais qui ne travaillaient pas ensemble. L\u2019\u00e9quipe a ensuite int\u00e9gr\u00e9 de nouveaux profils, et Devoteam Revolve nous a aid\u00e9s \u00e0&nbsp;<strong>d\u00e9finir la raison d\u2019\u00eatre de l\u2019\u00e9quipe, ses objectifs<\/strong>, ce qu\u2019elle devait produire. Ensemble, nous avons \u00e9tabli un calendrier des diff\u00e9rentes \u00e9tapes qui allaient jalonner la vie de l\u2019\u00e9quipe, ce qui serait nos premiers succ\u00e8s.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour cela, nous avons d\u00fb identifier nos priorit\u00e9s, choisir les chantiers et d\u00e9finir les axes de travail. Plusieurs ateliers en pr\u00e9sence de toute l\u2019\u00e9quipe ont \u00e9t\u00e9 organis\u00e9s par Devoteam Revolve, qui nous a aid\u00e9 \u00e0 formaliser ces \u00e9changes, et \u00e0 d\u00e9terminer nos objectifs et nos r\u00e8gles en commun. Cela a \u00e9t\u00e9&nbsp;<strong>un vrai coup d\u2019acc\u00e9l\u00e9rateur<\/strong>&nbsp;pour le projet, nous avons ainsi \u00e9vit\u00e9 de devoir attendre plusieurs r\u00e9trospectives avant de trouver la bonne fa\u00e7on de faire. D\u00e8s le d\u00e9but de la vie de l\u2019\u00e9quipe, nous avons pu&nbsp;<strong>comprendre ce qui \u00e9tait important en termes de rendez-vous<\/strong>, de rituels, se mettre d\u2019accord sur ce qui \u00e9tait attendu et s\u2019organiser pour travailler sur ces sujets. Nous avons&nbsp;<strong>d\u00e9termin\u00e9 nos objectifs collectivement<\/strong>, et l\u2019\u00e9quipe Devoteam Revolve nous a aid\u00e9s \u00e0 \u00e9tablir la meilleure mani\u00e8re d\u2019y parvenir.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous avons aussi appr\u00e9ci\u00e9 que l\u2019\u00e9quipe s\u2019adapte \u00e0 nos calendriers : nous avons beaucoup travaill\u00e9 de fa\u00e7on asynchrone, avec un mix de diff\u00e9rentes approches qui \u00e9tait tr\u00e8s efficace, y compris sur des sessions de travail courtes. Cela nous a permis d\u2019avancer de fa\u00e7on tr\u00e8s r\u00e9guli\u00e8re.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Qu\u2019est ce qui a le mieux fonctionn\u00e9 dans cette approche ?<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019\u00e9quipe Devoteam A Cloud &#8211; Revolve a \u00e9t\u00e9 tr\u00e8s&nbsp;<strong>attentive \u00e0 nos besoins et \u00e0 notre contexte<\/strong>. Nous avons \u00e9t\u00e9 \u00e9tonn\u00e9s de voir avec quelle facilit\u00e9 ils ont int\u00e9gr\u00e9 nos codes, notre langage, nos acronymes. Nous avons aussi appr\u00e9ci\u00e9 qu\u2019ils n\u2019essaient pas d\u2019appliquer \u00e0 CLS une recette mise en place chez un autre client. L\u2019\u00e9quipe a bien compris&nbsp;<strong>les sp\u00e9cificit\u00e9s de notre culture d\u2019entreprise<\/strong>&nbsp;et a mis en place des solutions adapt\u00e9es.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Quels sont les b\u00e9n\u00e9fices de cet accompagnement ?<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Le principal b\u00e9n\u00e9fice est d\u2019<strong>avoir fait gagner \u00e0 l\u2019\u00e9quipe quelques trimestres d\u2019exp\u00e9rience<\/strong>. Nous avons pu d\u00e9finir les objectifs et nos rituels de mani\u00e8re beaucoup plus pr\u00e9cise que nous ne l\u2019aurions fait sans l\u2019intervention de Devoteam Revolve. Nous aurions pu identifier nos \u201cpain points\u201d par nous-m\u00eames, et les r\u00e9soudre, mais cela nous aurait pris des mois.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>O\u00f9 en \u00eates-vous aujourd\u2019hui ?<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019\u00e9quipe Datalab est bien lanc\u00e9e, nous avons recrut\u00e9 et nous sommes renforc\u00e9s avec&nbsp;<strong>une \u00e9quipe de sp\u00e9cialistes de la Data<\/strong>. L\u2019\u00e9quipe est compos\u00e9e maintenant de personnes dont c\u2019est la seule activit\u00e9. L\u2019int\u00e9gration dans les BUs de nos sp\u00e9cialistes data est faite,&nbsp;<strong>les premiers r\u00e9sultats sont l\u00e0, d\u2019ambitieux projets sont en cours, Datalab est sur les rails !<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>CLS Group&nbsp;(Collecte Localisation Satellites) est une ETI devenue un groupe mondial, sp\u00e9cialis\u00e9 dans le d\u00e9veloppement de solutions spatiales d\u00e9di\u00e9es \u00e0 l\u2019\u00e9tude, la protection de notre plan\u00e8te et \u00e0 la gestion durable de ses ressources. L\u2019entreprise intervient sur 5 domaines d\u2019activit\u00e9s : la gestion durable des p\u00eaches, la s\u00e9curit\u00e9 maritime, la surveillance environnementale, la mobilit\u00e9, les [&hellip;]<\/p>\n","protected":false},"featured_media":508931,"template":"","categories":[1358,1363],"tags":[585,212],"industry":[],"class_list":["post-508930","success-story","type-success-story","status-publish","has-post-thumbnail","hentry","category-aws-fr","category-data-fr","tag-aws","tag-data"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/fr\/success-story\/cls-group-comment-la-data-soutient-le-developpement-de-solutions-spatiales\/\" target=\"_self\" ><img width=\"720\" height=\"365\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/01\/image-7-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"CLS GROUP : COMMENT LA DATA SOUTIENT LE D\u00c9VELOPPEMENT DE SOLUTIONS SPATIALES\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/01\/image-7-1.png 720w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/01\/image-7-1-300x152.png 300w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-1 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Success story<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/fr\/success-story\/cls-group-comment-la-data-soutient-le-developpement-de-solutions-spatiales\/\" target=\"_self\" >CLS GROUP : COMMENT LA DATA SOUTIENT LE D\u00c9VELOPPEMENT DE SOLUTIONS SPATIALES<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>CLS GROUP : COMMENT LA DATA SOUTIENT LE D\u00c9VELOPPEMENT DE SOLUTIONS SPATIALES | Devoteam<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devoteam.info\/fr\/success-story\/cls-group-comment-la-data-soutient-le-developpement-de-solutions-spatiales\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CLS GROUP : COMMENT LA DATA SOUTIENT LE D\u00c9VELOPPEMENT DE SOLUTIONS SPATIALES\" \/>\n<meta property=\"og:description\" content=\"CLS Group&nbsp;(Collecte Localisation Satellites) est une ETI devenue un groupe mondial, sp\u00e9cialis\u00e9 dans le d\u00e9veloppement de solutions spatiales d\u00e9di\u00e9es \u00e0 l\u2019\u00e9tude, la protection de notre plan\u00e8te et \u00e0 la gestion durable de ses ressources. 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