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20=&#8221;animation_type=&#8220;default&#8220;&#8221; 21=&#8221;bg_image_animation=&#8220;none&#8220;&#8221; 22=&#8221;border_type=&#8220;simple&#8220;&#8221; 23=&#8221;column_border_width=&#8220;none&#8220;&#8221; 24=&#8221;column_border_style=&#8220;solid&#8220;&#8221; column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][split_line_heading 1=&#8221;font_style=&#8220;h2&#8220;&#8221; 2=&#8221;line_reveal_by_space_text_effect=&#8220;none&#8220;&#8221; 3=&#8221;stagger_animation=&#8220;true&#8220;&#8221; 4=&#8221;content_alignment=&#8220;default&#8220;&#8221; 5=&#8221;mobile_content_alignment=&#8220;inherit&#8220;&#8221; 6=&#8221;link_target=&#8220;_self&#8220;&#8221; 7=&#8221;text_content=&#8220;Contexte&#8220;&#8221; animation_type=&#8221;line-reveal-by-space&#8221; font_style=&#8221;h2&#8243; line_reveal_by_space_text_effect=&#8221;default&#8221; stagger_animation=&#8221;true&#8221; content_alignment=&#8221;default&#8221; mobile_content_alignment=&#8221;inherit&#8221; link_target=&#8221;_self&#8221; text_content=&#8221;Context&#8221;][\/split_line_heading][nectar_responsive_text 1=&#8221;font_size_max=&#8220;21px&#8220;&#8221;]Lextenso, a major player in legal publishing and services in France, has launched a <span style=\"color: #d65ff2;\"><strong>legal search engine<\/strong> <\/span>called <span style=\"color: #d65ff2;\">labase-lextenso.fr<\/span> in 2016. This platform features a database of over 4 million legal documents (including journal articles, books and case law decisions), allowing users to find relevant information through comprehensive searches.<\/p>\n<p>With the increasing volume of legal data and the growing number of users of the platform, traditionalinformation management\u00a0 &#8211; which was often fragmented and in various formats &#8211; no longer met current demands. To ensure effective responses to user needs, Lextenso decided to <span style=\"color: #d65ff2;\"><strong>modernize its data management and analysis methods<\/strong><\/span>.[\/nectar_responsive_text][\/vc_column_inner][\/vc_row_inner][\/nectar_sticky_media_section][nectar_sticky_media_section 1=&#8221;image=&#8220;856&#8220;&#8221; section_type=&#8221;image&#8221; image=&#8221;3309&#8243;][vc_row_inner 1=&#8221;column_direction=&#8220;default&#8220;&#8221; 2=&#8221;column_direction_tablet=&#8220;default&#8220;&#8221; 3=&#8221;column_direction_phone=&#8220;default&#8220;&#8221; 4=&#8221;text_align=&#8220;left&#8220;&#8221; 5=&#8221;row_position=&#8220;default&#8220;&#8221; 6=&#8221;row_position_tablet=&#8220;inherit&#8220;&#8221; 7=&#8221;row_position_phone=&#8220;inherit&#8220;&#8221; 8=&#8221;overflow=&#8220;visible&#8220;&#8221; 9=&#8221;pointer_events=&#8220;all&#8220;&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; 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background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][split_line_heading 1=&#8221;font_style=&#8220;h2&#8220;&#8221; 2=&#8221;line_reveal_by_space_text_effect=&#8220;none&#8220;&#8221; 3=&#8221;stagger_animation=&#8220;true&#8220;&#8221; 4=&#8221;content_alignment=&#8220;default&#8220;&#8221; 5=&#8221;mobile_content_alignment=&#8220;inherit&#8220;&#8221; 6=&#8221;link_target=&#8220;_self&#8220;&#8221; 7=&#8221;text_content=&#8220;Contexte&#8220;&#8221; animation_type=&#8221;line-reveal-by-space&#8221; font_style=&#8221;h2&#8243; line_reveal_by_space_text_effect=&#8221;default&#8221; stagger_animation=&#8221;true&#8221; content_alignment=&#8221;default&#8221; mobile_content_alignment=&#8221;inherit&#8221; link_target=&#8221;_self&#8221; text_content=&#8221;Challenges&#8221;][\/split_line_heading][nectar_responsive_text 1=&#8221;font_size_max=&#8220;16px&#8220;&#8221;]To tackle the challenge of digital transformation, TRIMANE has assisted Lextenso in <span style=\"color: #d65ff2;\"><strong>modernizing its digital services<\/strong><\/span> by providing <strong><span style=\"color: #d65ff2;\">consulting, innovation, data engineering, and data architecture services<\/span><\/strong> aligned with Lextenso&#8217;s operations.<\/p>\n<p>As a trusted partner for many years, TRIMANE harnesses the expertise of its teams by integrating cutting-edge technologies such as <strong><span style=\"color: #d65ff2;\">digital solutions, Data Intelligence, Cloud computing, and Artificial Intelligence<\/span><\/strong>. This approach enables TRIMANE to address Lextenso&#8217;s needs, introduce new services, and reinforce its position as a market leader.[\/nectar_responsive_text][\/vc_column_inner][\/vc_row_inner][\/nectar_sticky_media_section][nectar_sticky_media_section 1=&#8221;image=&#8220;857&#8220;&#8221; section_type=&#8221;image&#8221; image=&#8221;3311&#8243;][vc_row_inner 1=&#8221;column_direction=&#8220;default&#8220;&#8221; 2=&#8221;column_direction_tablet=&#8220;default&#8220;&#8221; 3=&#8221;column_direction_phone=&#8220;default&#8220;&#8221; 4=&#8221;text_align=&#8220;left&#8220;&#8221; 5=&#8221;row_position=&#8220;default&#8220;&#8221; 6=&#8221;row_position_tablet=&#8220;inherit&#8220;&#8221; 7=&#8221;row_position_phone=&#8220;inherit&#8220;&#8221; 8=&#8221;overflow=&#8220;visible&#8220;&#8221; 9=&#8221;pointer_events=&#8220;all&#8220;&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner 1=&#8221;column_padding_tablet=&#8220;inherit&#8220;&#8221; 2=&#8221;column_padding_phone=&#8220;inherit&#8220;&#8221; 3=&#8221;column_padding_position=&#8220;all&#8220;&#8221; 4=&#8221;column_element_direction_desktop=&#8220;default&#8220;&#8221; 5=&#8221;column_element_spacing=&#8220;default&#8220;&#8221; 6=&#8221;desktop_text_alignment=&#8220;default&#8220;&#8221; 7=&#8221;tablet_text_alignment=&#8220;default&#8220;&#8221; 8=&#8221;phone_text_alignment=&#8220;default&#8220;&#8221; 9=&#8221;background_color_opacity=&#8220;1&#8220;&#8221; 10=&#8221;background_hover_color_opacity=&#8220;1&#8220;&#8221; 11=&#8221;column_backdrop_filter=&#8220;none&#8220;&#8221; 12=&#8221;column_shadow=&#8220;none&#8220;&#8221; 13=&#8221;column_border_radius=&#8220;none&#8220;&#8221; 14=&#8221;column_link_target=&#8220;_self&#8220;&#8221; 15=&#8221;overflow=&#8220;visible&#8220;&#8221; 16=&#8221;gradient_direction=&#8220;left_to_right&#8220;&#8221; 17=&#8221;overlay_strength=&#8220;0.3&#8220;&#8221; 18=&#8221;width=&#8220;1\/1&#8220;&#8221; 19=&#8221;tablet_width_inherit=&#8220;default&#8220;&#8221; 20=&#8221;animation_type=&#8220;default&#8220;&#8221; 21=&#8221;bg_image_animation=&#8220;none&#8220;&#8221; 22=&#8221;border_type=&#8220;simple&#8220;&#8221; 23=&#8221;column_border_width=&#8220;none&#8220;&#8221; 24=&#8221;column_border_style=&#8220;solid&#8220;&#8221; column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][split_line_heading 1=&#8221;font_style=&#8220;h2&#8220;&#8221; 2=&#8221;line_reveal_by_space_text_effect=&#8220;none&#8220;&#8221; 3=&#8221;stagger_animation=&#8220;true&#8220;&#8221; 4=&#8221;content_alignment=&#8220;default&#8220;&#8221; 5=&#8221;mobile_content_alignment=&#8220;inherit&#8220;&#8221; 6=&#8221;link_target=&#8220;_self&#8220;&#8221; 7=&#8221;text_content=&#8220;Contexte&#8220;&#8221; animation_type=&#8221;line-reveal-by-space&#8221; font_style=&#8221;h2&#8243; line_reveal_by_space_text_effect=&#8221;default&#8221; stagger_animation=&#8221;true&#8221; content_alignment=&#8221;default&#8221; mobile_content_alignment=&#8221;inherit&#8221; link_target=&#8221;_self&#8221; text_content=&#8221;Solutions &amp; methodologies&#8221;][\/split_line_heading][nectar_responsive_text 1=&#8221;font_size_max=&#8220;16px&#8220;&#8221;]To support Lextenso in its digital transformation, a comprehensive and integrated approach has been established. The first stage involved implementing an ambitious corporate strategy aimed at transforming Lextenso into a <span style=\"color: #d65ff2;\"><strong>fully data-driven organization<\/strong><\/span>. This approach led to the creation of a robust action plan that encompasses the strategic, organizational, technical, governance, and human resources dimensions essential for this transition.<\/p>\n<p>A key element of this support was <strong><span style=\"color: #d65ff2;\">the development of an advanced Artificial Intelligence tool<\/span><span style=\"color: #d65ff2;\"> for legal prediction<\/span><\/strong>, leveraging <strong><span style=\"color: #d65ff2;\">automatic natural language processing<\/span><\/strong> (NLP) technologies and <strong><span style=\"color: #d65ff2;\">thesaurus<\/span><\/strong>. This tool allows for the <strong><span style=\"color: #d65ff2;\">in-depth structuring and examination of legal documents<\/span><\/strong>, enabling <strong><span style=\"color: #d65ff2;\">accurate estimates of potential litigation outcomes<\/span><\/strong>. It provides greater visibility for legal professionals, empowering them to <strong><span style=\"color: #d65ff2;\">adapt their strategies<\/span><\/strong> based on the resulting forecasts.<\/p>\n<p>From a technical perspective, a <strong><span style=\"color: #d65ff2;\">scalable architecture<\/span><\/strong> has been deployed, utilizing high-performance solutions such as <strong><span style=\"color: #d65ff2;\">Tableau Software, Python, and Microsoft Azure<\/span><\/strong>. This enables seamless extraction, transformation, and indexing of data in the Algolia search engine, ensuring reliable population of the Lextenso database. New management rules were defined as part of an in-depth analysis, leading to the development of data flows and dashboards that facilitate actionable insights. Additionally, both internal and external data sources, including European and African court rulings, have been integrated via APIs, significantly enriching Lextenso&#8217;s documentary holdings.[\/nectar_responsive_text][\/vc_column_inner][\/vc_row_inner][\/nectar_sticky_media_section][nectar_sticky_media_section 1=&#8221;image=&#8220;858&#8220;&#8221; section_type=&#8221;image&#8221; image=&#8221;3313&#8243;][vc_row_inner 1=&#8221;column_direction=&#8220;default&#8220;&#8221; 2=&#8221;column_direction_tablet=&#8220;default&#8220;&#8221; 3=&#8221;column_direction_phone=&#8220;default&#8220;&#8221; 4=&#8221;text_align=&#8220;left&#8220;&#8221; 5=&#8221;row_position=&#8220;default&#8220;&#8221; 6=&#8221;row_position_tablet=&#8220;inherit&#8220;&#8221; 7=&#8221;row_position_phone=&#8220;inherit&#8220;&#8221; 8=&#8221;overflow=&#8220;visible&#8220;&#8221; 9=&#8221;pointer_events=&#8220;all&#8220;&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner 1=&#8221;column_padding_tablet=&#8220;inherit&#8220;&#8221; 2=&#8221;column_padding_phone=&#8220;inherit&#8220;&#8221; 3=&#8221;column_padding_position=&#8220;all&#8220;&#8221; 4=&#8221;column_element_direction_desktop=&#8220;default&#8220;&#8221; 5=&#8221;column_element_spacing=&#8220;default&#8220;&#8221; 6=&#8221;desktop_text_alignment=&#8220;default&#8220;&#8221; 7=&#8221;tablet_text_alignment=&#8220;default&#8220;&#8221; 8=&#8221;phone_text_alignment=&#8220;default&#8220;&#8221; 9=&#8221;background_color_opacity=&#8220;1&#8220;&#8221; 10=&#8221;background_hover_color_opacity=&#8220;1&#8220;&#8221; 11=&#8221;column_backdrop_filter=&#8220;none&#8220;&#8221; 12=&#8221;column_shadow=&#8220;none&#8220;&#8221; 13=&#8221;column_border_radius=&#8220;none&#8220;&#8221; 14=&#8221;column_link_target=&#8220;_self&#8220;&#8221; 15=&#8221;overflow=&#8220;visible&#8220;&#8221; 16=&#8221;gradient_direction=&#8220;left_to_right&#8220;&#8221; 17=&#8221;overlay_strength=&#8220;0.3&#8220;&#8221; 18=&#8221;width=&#8220;1\/1&#8220;&#8221; 19=&#8221;tablet_width_inherit=&#8220;default&#8220;&#8221; 20=&#8221;animation_type=&#8220;default&#8220;&#8221; 21=&#8221;bg_image_animation=&#8220;none&#8220;&#8221; 22=&#8221;border_type=&#8220;simple&#8220;&#8221; 23=&#8221;column_border_width=&#8220;none&#8220;&#8221; 24=&#8221;column_border_style=&#8220;solid&#8220;&#8221; column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][split_line_heading 1=&#8221;font_style=&#8220;h2&#8220;&#8221; 2=&#8221;line_reveal_by_space_text_effect=&#8220;none&#8220;&#8221; 3=&#8221;stagger_animation=&#8220;true&#8220;&#8221; 4=&#8221;content_alignment=&#8220;default&#8220;&#8221; 5=&#8221;mobile_content_alignment=&#8220;inherit&#8220;&#8221; 6=&#8221;link_target=&#8220;_self&#8220;&#8221; 7=&#8221;text_content=&#8220;Contexte&#8220;&#8221; animation_type=&#8221;line-reveal-by-space&#8221; font_style=&#8221;h2&#8243; line_reveal_by_space_text_effect=&#8221;default&#8221; stagger_animation=&#8221;true&#8221; content_alignment=&#8221;default&#8221; mobile_content_alignment=&#8221;inherit&#8221; link_target=&#8221;_self&#8221; text_content=&#8221;Benefits&#8221;][\/split_line_heading][nectar_responsive_text 1=&#8221;font_size_max=&#8220;16px&#8220;&#8221;]Lextenso&#8217;s digital transformation has yielded significant improvements in research performance and customer satisfaction. With the <span style=\"color: #d65ff2;\"><strong>import of over three million legal decisions into the data warehouse<\/strong><\/span>, Lextenso now boasts an extensive database that offers an unprecedented wealth of information. All data has been meticulously cleaned to ensure quality, and methods for modeling unstructured data have been developed to <strong><span style=\"color: #d65ff2;\">optimize storage and utilization<\/span><\/strong>. Through semantic analysis, links between related case law have been identified, providing a more <strong><span style=\"color: #d65ff2;\">coherent overall view<\/span><\/strong>.<\/p>\n<p>Moreover, appropriate technical solutions were implemented to <strong><span style=\"color: #d65ff2;\">ensure that tools and technologies met user requirements, enhancing the overall experience<\/span><\/strong>. Our teams are proud to have contributed to this transformation, which has positively and profoundly changed Lextenso&#8217;s operations.<\/p>\n<p>&#8220;We had the pleasure of working with Trimane on the legal search engine, LaBase-Lextenso.fr. Their expertise in data processing was a crucial asset to the success of this complex project. Thanks to their responsiveness, professionalism, and ability to understand our specific needs, Trimane was able to optimize and structure our data in an exemplary manner. 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