{"id":7548,"date":"2025-04-25T09:26:38","date_gmt":"2025-04-25T09:26:38","guid":{"rendered":"https:\/\/dimgrey-wolf-721579.hostingersite.com\/?page_id=7548"},"modified":"2025-05-28T05:08:44","modified_gmt":"2025-05-28T05:08:44","slug":"work","status":"publish","type":"page","link":"https:\/\/topdatascience.com\/work\/","title":{"rendered":"Work"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; module_class=&#8221;flexed&#8221; _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;rgba(5,0,0,0.2) 0%|rgba(0,0,0,0.658824) 100%&#8221; background_color_gradient_overlays_image=&#8221;on&#8221; background_color_gradient_start=&#8221;rgba(0,0,0,0.4)&#8221; background_color_gradient_end=&#8221;rgba(0,0,0,0.4)&#8221; background_image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/DSC_4903-min.jpg&#8221; background_position=&#8221;top_center&#8221; min_height=&#8221;300px&#8221; background_last_edited=&#8221;on|phone&#8221; background_image_phone=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/DSC_4903.png&#8221; background_enable_image_phone=&#8221;on&#8221; parallax_phone=&#8221;off&#8221; background_size_phone=&#8221;cover&#8221; background_image_width_phone=&#8221;150%&#8221; background_position_phone=&#8221;top_left&#8221; background_horizontal_offset_phone=&#8221;1%&#8221; background_vertical_offset_phone=&#8221;0%&#8221; background_repeat_phone=&#8221;no-repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px|auto|65px|auto|false|false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;27px||||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#FFFFFF&#8221; header_font=&#8221;|300|||||||&#8221; header_text_color=&#8221;#FFFFFF&#8221; header_font_size=&#8221;44px&#8221; width=&#8221;60%&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Work<\/h1>\n<p>Services delivered to empower people and business with AI<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; custom_padding=&#8221;65px||35px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||20px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_2_font=&#8221;|600||on|||||&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.4em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">High quality work delivered<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#000000&#8243; width=&#8221;82%&#8221; width_tablet=&#8221;82%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>The Top Data Science team has executed a multitude of AI development projects to a wide range of industries. The scope of services has ranged from small-scale data assessments and technology proofs-of-concept to production-grade solutions deployments. The primary goal is to always provide deliverables that enable the customer to take desired steps forward in their digitalization and AI utilization journey.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section Work 1&#8243; module_id=&#8221;cate-one&#8221; module_class=&#8221;section-load-more&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;12px||35px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/Group-255.png&#8221; title_text=&#8221;Group 255&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;2_3,1_3&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#fcfcfc&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;54px|46px|55px|15px|false|false&#8221; custom_padding_tablet=&#8221;54px|46px|55px|15px|false|false&#8221; custom_padding_phone=&#8221;54px|10px|55px|15px|false|false&#8221; border_color_all=&#8221;#f29300&#8243; border_width_bottom=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221; border_width_right__hover_enabled=&#8221;on|hover&#8221; border_width_right__hover=&#8221;2px&#8221; border_width_bottom__hover_enabled=&#8221;on|hover&#8221; border_width_bottom__hover=&#8221;2px&#8221; border_width_left__hover_enabled=&#8221;on|hover&#8221; border_width_left__hover=&#8221;2px&#8221;][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;|40px|||false|false&#8221; custom_padding_tablet=&#8221;|40px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Accelerating Utilization of Computer Vision and Value Creation<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; 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header_3_font_size_tablet=&#8221;21px&#8221; header_3_font_size_phone=&#8221;18px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">Forestry and Biomaterials Industry<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;90%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|43px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Process and production monitoring at factories is typically done manually, and 24\/7 attention is required by the control room personnel to carry out this task. The operators are overwhelmed by a high number of displays and the information they provide, and their mobility is restricted.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#f29300&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">The Developed Computer Vision Platform enables the customer to scale computer vision utilization across the company operations. Users are provided tools to easily deploy or fine-tune existing models as well as develop and onboard their own models.<\/p>\n<p style=\"text-align: left;\">Read the full reference case <span style=\"color: #f29300;\"><a href=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/accelerating-computer-vision-utilization-and-value-creation\/\" style=\"color: #f29300;\" target=\"_blank\" rel=\"noopener\">here.<\/a><\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|11px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Cost savings and better working conditions through a higher level of automation<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Fast and fluent scaling of application utilization<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Fast platform agnostic application development<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Utilization and reuse of existing application and models<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section work 2&#8243; module_id=&#8221;cat-two&#8221; 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global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Automated Quality Assurance Process<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_text_color=&#8221;#e09900&#8243; header_3_font_size=&#8221;21px&#8221; header_3_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;21px&#8221; header_3_font_size_phone=&#8221;18px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">Automotive Product Manufacturing<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Quality assurance in automotive product manufacturing requires adaptation to a plethora of components and parts as well as tight quality requirements. This combination makes manual inspections time-consuming and rule-based automation difficult to implement.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#f29300&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">The developed computer vision solution enabled the customer to roll out an automated quality assurance process across their sites globally. The technology approach combines deep-learning-based computer vision with an easy-to-use cloud-based software application.<\/p>\n<p style=\"text-align: left;\">Read the full reference case <span style=\"color: #f29300;\"><a href=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/accelerating-computer-vision-utilization-and-value-creation\/\" style=\"color: #f29300;\" target=\"_blank\" rel=\"noopener\">here.<\/a><\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Cost savings and improved productivity through a higher level of automation<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>More standardized quality assurance practice locally and across different sites<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Improved product quality<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; module_class=&#8221;section-load-more&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;7px||35px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.20.0&#8243; 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width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Minimizing errors in PCB assembly<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_text_color=&#8221;#e09900&#8243; header_3_font_size=&#8221;21px&#8221; header_3_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;21px&#8221; header_3_font_size_phone=&#8221;18px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">Electronics Manufacturing<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Through-hole technology (THT) is widely used in the assembly of printed circuit boards (PCBs) for products with high power and physical robustness requirements and often relatively low production volumes. Any defects in the component assembly process can prove costly by leading to reassembly steps or even defective end products. Furthermore, new products are regularly introduced in production, which would make automated systems without lifecycle considerations quickly obsolete.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#f29300&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">In addition to automating the visual quality inspection of a THT assembly with computer vision technology, Top Data Science has helped customers to introduce a streamlined practice for introducing new products in the process. Besides directly reducing the cost of quality, this supports the core business need of a dynamic production portfolio.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Reduced quality cost for PCB manufacturing<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Reduction of human quality assurance work<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Support for manufacturing product portfolio flexibility<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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custom_padding_tablet=&#8221;|40px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Improving construction productivity<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_text_color=&#8221;#e09900&#8243; header_3_font_size=&#8221;21px&#8221; header_3_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;21px&#8221; header_3_font_size_phone=&#8221;18px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">Construction industry<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Seismic reinforcement of concrete bridges involves attaching metal brackets to enhance the stability of the structure during seismic activity. Traditionally the exact locations of the support brackets are measured using film and manual markings, a laborious process that is prone to errors.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#f29300&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">To address these challenges for a Japanese engineering leader, Top Data Science developed a solution that automates the measurement process using smartphone camera images. With this approach, a construction worker can obtain the measurement results simply by taking pictures with a smartphone. The results are calculated in seconds, drastically reducing time and minimizing errors.<\/p>\n<p style=\"text-align: left;\">Read the full reference case <span style=\"color: #f29300;\"><a href=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/embedding-computer-vision-to-improve-construction-productivity\/\" style=\"color: #f29300;\" target=\"_blank\" rel=\"noopener\">here.<\/a><\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Time saving in the construction process<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Eliminating construction errors<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; 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custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Ensuring quality in logistics<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; 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module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">Chemical industry<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Efficient logistics of manufactured goods are often reliant on printed package labeling. Even minor glitches in the physical package labeling process can result in the product ending up with the wrong recipient, perhaps in a geographical location far from the correct one. These events, even when happening rarely, can have a significant negative impact on customer satisfaction and be associated with a meaningful extra cost. <\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#f29300&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">To address these challenges for a Finnish food ingredient manufacturer, Top Data Science developed a computer vision -based solution that automates the visual checks of package label content and readability. Comparing critical information detected in the label with the ground truth of the production system, it can immediately alert the production operators about any issues or even control the production line directly.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Ensuring customer satisfaction<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Reducing error-related logistics costs<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Decreasing cognitive load of production operators through automated inspection<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; module_class=&#8221;section-load-more&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;7px||35px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2025\/04\/Group-259.png&#8221; title_text=&#8221;Group 259&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;2_3,1_3&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#fcfcfc&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;54px|46px|55px|15px|false|false&#8221; custom_padding_tablet=&#8221;54px|46px|55px|15px|false|false&#8221; custom_padding_phone=&#8221;54px|10px|55px|15px|false|false&#8221; border_color_all=&#8221;#f29300&#8243; border_width_bottom=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221; border_width_right__hover_enabled=&#8221;on|hover&#8221; border_width_right__hover=&#8221;2px&#8221; border_width_bottom__hover_enabled=&#8221;on|hover&#8221; border_width_bottom__hover=&#8221;2px&#8221; border_width_left__hover_enabled=&#8221;on|hover&#8221; border_width_left__hover=&#8221;2px&#8221;][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;|40px|||false|false&#8221; custom_padding_tablet=&#8221;|40px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Pushing technological boundaries in traffic safety<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_text_color=&#8221;#e09900&#8243; header_3_font_size=&#8221;21px&#8221; header_3_line_height=&#8221;1.5em&#8221; width=&#8221;90%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;21px&#8221; header_3_font_size_phone=&#8221;18px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">European Research<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">While the grand goal of driving technology development is a fully self-driving car, AI is enabling significant safety improvements also on the lower ladders of autonomy. In the EU-funded Shape Future project Top Data Science has developed computer vision -based technologies for a safer driving experience. <\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#f29300&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">The main focus of the work has been automated traffic blind spot indication with depth-based video analysis. Top Data science has also contributed to research on virtual blind spot removal, a cloud-based capability that utilizes external video sources to analyze the risk levels associated with different blind spot scenarios.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; 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custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Optimized Pulp Production Process<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; 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module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: left;\">Forestry and Biomaterials Industry<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Pulp production process requires 24\/7 control to ensure that the end-product quality meets the requirements of customers with high certainty. At the same time the use of chemicals and other raw materials should be minimized to support achieving financial and sustainability goals.<\/p>\n<p style=\"text-align: left;\">[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;18px|||37px|false|false&#8221; custom_margin_tablet=&#8221;18px|||37px|false|false&#8221; custom_margin_phone=&#8221;18px|||0px|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Developed deep-learning based predictive modelling application framework enables optimization both for pulp and board production, and it can be utilized in other domains due to its modularity and customizability. Optimization services can be used through an easy-to-use end-user application or as an embedded service.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Optimized production performance<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Improve profitability and sustainability through minimized use of chemicals<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Improved end-product quality<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; 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width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||5px||false|false&#8221; custom_padding=&#8221;|0px|||false|false&#8221; custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|0px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Automated Meter Reading Service<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; 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custom_padding_tablet=&#8221;|72px|||false|false&#8221; custom_padding_phone=&#8221;|40px||5px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;28px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>A typical power plant has a plethora of analog and digital meters whose values have to be read on a regular basis with adequate accuracy. This is a repetitive and time consuming activity. The meters measure many different things from temperature to moisture, pressure and electricity consumption.<\/p>\n<p>Due to the limited amount of data we decided to use multiple computer vision methods, which enabled us to achieve accurate and reliable results also on edge cases. The methods included Feature Matching to extract the Region of Interest (RoI) precisely, and a generative model approach for edge cases.<\/p>\n<p style=\"text-align: left;\">Read the full reference case <a href=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/transforming-analog-meter-reading-with-computer-vision\/\" target=\"_blank\" rel=\"noopener\">here.<\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ededed&#8221; custom_padding=&#8221;45px|21px|20px|25px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#0c1c2a&#8221; text_font_size=&#8221;20px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Benefits<\/p>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Productivity improvements and better working conditions by avoiding tedious and time-consuming manual visual inspections<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;circle&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; ul_text_color=&#8221;#0c1c2a&#8221; custom_margin=&#8221;||0px||false|false&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Improved profitability through advanced analytics, such as forecasting and anomaly detection, by providing values with high accuracy and desired frequency<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row module_id=&#8221;section-load-more-button&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.19.1&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#fafafa&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;31px|auto||auto||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.19.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_slider arrows_custom_color=&#8221;#0c1c2a&#8221; dot_nav_custom_color=&#8221;#0c1c2a&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; body_line_height=&#8221;1.5em&#8221; text_orientation=&#8221;left&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; content_width=&#8221;95%&#8221; height_tablet=&#8221;&#8221; height_phone=&#8221;&#8221; height_last_edited=&#8221;on|desktop&#8221; custom_margin=&#8221;|0px||0px|false|true&#8221; custom_padding=&#8221;0px|0px|95px|0px|false|true&#8221; custom_padding_tablet=&#8221;0px|0px|95px|0px|false|true&#8221; custom_padding_phone=&#8221;0px|0px|95px|0px|false|true&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;32px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|desktop&#8221; body_font_size_tablet=&#8221;&#8221; body_font_size_phone=&#8221;16px&#8221; body_font_size_last_edited=&#8221;on|phone&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#e09900&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_slide heading=&#8221;Testimonials&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_align=&#8221;center&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;32px&#8221; header_line_height=&#8221;2em&#8221; body_font=&#8221;Montserrat|500|||||||&#8221; body_ul_type=&#8221;circle&#8221; body_ul_font=&#8221;||||||||&#8221; background_color=&#8221;#f9f9f9&#8243; background_enable_color=&#8221;on&#8221; background_layout=&#8221;light&#8221; custom_padding=&#8221;64px||64px||true|false&#8221; header_font_size_tablet=&#8221;32px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"et_pb_module et_pb_text et_pb_text_10  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<p style=\"text-align: center;\">\u201cThe collaboration throughout the project has been outstanding. The efficient integration of our business requirements with the technical expertise of our partners has resulted in a solution that not only meets but exceeds our expectations.\u201d<\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2025\/05\/Metsa_Horiz_Logo_Color_CMYK__office-1-Photoroom-1024x474.png\" width=\"171\" height=\"79\" alt=\"\" class=\"wp-image-7694 alignnone size-large\" style=\"display: block; margin-left: auto; margin-right: auto;\" \/><\/p>\n<p style=\"text-align: center;\"><strong>Veli-Matti M\u00e4ki<\/strong><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\">Development Manager, Mets\u00e4 Fibre<\/span><\/p>\n<p>[\/et_pb_slide][et_pb_slide heading=&#8221;Testimonials&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_align=&#8221;center&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;32px&#8221; header_line_height=&#8221;2em&#8221; body_font=&#8221;Montserrat|500|||||||&#8221; body_ul_type=&#8221;circle&#8221; body_ul_font=&#8221;||||||||&#8221; background_color=&#8221;#f9f9f9&#8243; background_enable_color=&#8221;on&#8221; background_layout=&#8221;light&#8221; custom_padding=&#8221;64px||64px||true|false&#8221; header_font_size_tablet=&#8221;32px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"et_pb_module et_pb_text et_pb_text_10  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<div class=\"et_pb_module et_pb_text et_pb_text_4  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<p style=\"text-align: center;\">\u201cIn Top Data Science we have found a partner who understands how global companies operate and what they need. They have demonstrated excellent execution and delivered results. For me, this was a perfect match \u2013 excellence in AI computer vision met with excellence in mechatronics.\u201d<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2021\/09\/20210413-brose-logo-open-graph-brose_excellence_in_mechatronics_4c__opengraph-removebg-preview-300x157.png\" width=\"154\" height=\"80\" alt=\"\" class=\"wp-image-306 alignnone size-medium\" style=\"display: block; margin-left: auto; margin-right: auto;\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\"><strong>Tobias Leisgang<br \/><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\">Director Innovation Management, Brose Group<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\"><strong>Martin Fitzel<br \/><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\">Expert Welding Technology, Project Leader, Brose Group<\/span><\/p>\n<p>[\/et_pb_slide][et_pb_slide heading=&#8221;Testimonials&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_align=&#8221;center&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;32px&#8221; header_line_height=&#8221;2em&#8221; body_font=&#8221;Montserrat|500|||||||&#8221; body_ul_type=&#8221;circle&#8221; body_ul_font=&#8221;||||||||&#8221; background_color=&#8221;#f9f9f9&#8243; background_enable_color=&#8221;on&#8221; background_layout=&#8221;light&#8221; custom_padding=&#8221;64px||64px||true|false&#8221; header_font_size_tablet=&#8221;32px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"et_pb_module et_pb_text et_pb_text_10  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<p style=\"text-align: center;\">\u201cIt\u2019s a pleasure to work with Top Data Science. Their people are always showing a great commitment, interest and eager to dive into the domain processes to apply their expert knowledge in the AI\/ML arena in the best way.\u201d<\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2021\/09\/1200px-Stora_Enso.svg_.png\" width=\"69\" height=\"81\" alt=\"1200px-Stora_Enso.svg_\" class=\"wp-image-308 alignnone size-full\" style=\"display: block; margin-left: auto; margin-right: auto;\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\"><strong>Mats Axelsson<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\">IT Business Partner, Stora Enso Biomaterial<\/span><\/p>\n<p>[\/et_pb_slide][et_pb_slide heading=&#8221;Testimonials&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_align=&#8221;center&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;32px&#8221; header_line_height=&#8221;2em&#8221; body_font=&#8221;Montserrat|500|||||||&#8221; body_ul_type=&#8221;circle&#8221; body_ul_font=&#8221;||||||||&#8221; background_color=&#8221;#f9f9f9&#8243; background_enable_color=&#8221;on&#8221; background_layout=&#8221;light&#8221; custom_padding=&#8221;64px||64px||true|false&#8221; header_font_size_tablet=&#8221;32px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"et_pb_module et_pb_text et_pb_text_10  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<div class=\"et_pb_module et_pb_text et_pb_text_8  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<p style=\"text-align: center;\">\u201cTop data science has demonstrated very good AI competence and also very flexible attitude in our cooperation during these PoCs. They have the right attitude to working together with customers for problem solving with AI. Also their team is very easy to work with. I\u2019d warmly recommend them.\u201d<\/p>\n<\/div>\n<\/div>\n<div class=\"et_pb_module et_pb_text et_pb_text_9  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2021\/09\/Metso-Outotec-removebg-preview-300x169.png\" width=\"158\" height=\"89\" alt=\"\" class=\"wp-image-4074 alignnone size-medium\" style=\"display: block; margin-left: auto; margin-right: auto;\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\"><strong>Rashmi Kasat<br \/><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\">VP, Head of Digital Business Development, Digital Garage, Metso:Outotec<\/span><\/p>\n<p>[\/et_pb_slide][et_pb_slide heading=&#8221;Testimonials&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_align=&#8221;center&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;32px&#8221; header_line_height=&#8221;2em&#8221; body_font=&#8221;Montserrat|500|||||||&#8221; body_ul_type=&#8221;circle&#8221; body_ul_font=&#8221;||||||||&#8221; background_color=&#8221;#f9f9f9&#8243; background_enable_color=&#8221;on&#8221; background_layout=&#8221;light&#8221; custom_padding=&#8221;64px|0px|64px|0px|true|false&#8221; custom_padding_tablet=&#8221;64px|0px|64px|0px|true|false&#8221; custom_padding_phone=&#8221;64px|0px|64px|0px|true|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;32px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; body_text_align_tablet=&#8221;&#8221; body_text_align_phone=&#8221;&#8221; body_text_align_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"et_pb_module et_pb_text et_pb_text_10  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<div class=\"et_pb_module et_pb_text et_pb_text_6  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<p style=\"text-align: center;\">\u201cExplainable results and approach in healthcare is extremely important, because doctors need to understand how AI comes to its conclusions. We can highly recommend Top Data Science as an AI partner.\u201d<\/p>\n<\/div>\n<\/div>\n<div class=\"et_pb_module et_pb_text et_pb_text_7  et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2021\/09\/general-electric-logo-vector-400x400-1.png\" width=\"80\" height=\"80\" alt=\"general-electric-logo-vector-400x400-1\" class=\"wp-image-310 alignnone size-full\" style=\"display: block; margin-left: auto; margin-right: auto;\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\"><strong>Erno Muuranto<br \/><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: medium;\">Managing Director, GE Healthcare Finland<\/span><\/p>\n<p>[\/et_pb_slide][\/et_pb_slider][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;66px||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row module_class=&#8221;flexed&#8221; _builder_version=&#8221;4.19.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#0c1c2a&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;83%&#8221; width_tablet=&#8221;83%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;||-30px||false|false&#8221; custom_margin_phone=&#8221;||-30px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding_tablet=&#8221;||0px||false|false&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221; custom_padding_last_edited=&#8221;on|tablet&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: center;\">Trusted by<\/h2>\n<p style=\"text-align: center;\">Top Data Science services are trusted by leading companies and organizations worldwide to transform their industries through the utilization of AI technologies<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||-3px|||&#8221; 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