{"id":7545,"date":"2025-04-25T09:47:13","date_gmt":"2025-04-25T09:47:13","guid":{"rendered":"https:\/\/dimgrey-wolf-721579.hostingersite.com\/?page_id=7545"},"modified":"2025-04-25T09:47:13","modified_gmt":"2025-04-25T09:47:13","slug":"application-frameworks","status":"publish","type":"page","link":"https:\/\/topdatascience.com\/application-frameworks\/","title":{"rendered":"Application Frameworks"},"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\/custom-solutions-min.jpg&#8221; background_position=&#8221;center_left&#8221; min_height=&#8221;412px&#8221; min_height_tablet=&#8221;300px&#8221; min_height_phone=&#8221;300px&#8221; min_height_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;||||false|false&#8221; background_last_edited=&#8221;on|phone&#8221; background_position_phone=&#8221;top_left&#8221; background_horizontal_offset_phone=&#8221;22%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;|auto||auto|false|false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;45px||25px||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;4.20.2&#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;40px&#8221; width=&#8221;88%&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;||||false|false&#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; header_line_height_tablet=&#8221;&#8221; header_line_height_phone=&#8221;1.3em&#8221; header_line_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Application Frameworks<\/h1>\n<p>&nbsp;<\/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||23px|||&#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|||||||&#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; custom_margin=&#8221;||6px||false|false&#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;\">Specialized Application Frameworks<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_font_size=&#8221;25px&#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<p style=\"text-align: left;\">Frameworks for computer vision, optimization, and decision-making support<\/p>\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;4.27.4&#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; hover_enabled=&#8221;0&#8243; 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; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Our technology frameworks are designed to accelerate the development of computer vision applications and services for business and process optimization while also enabling the creation of end-to-end decision automation flows. <\/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;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;||22px|||&#8221; custom_padding_tablet=&#8221;||22px|||&#8221; custom_padding_phone=&#8221;0px||22px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#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\/Screenshot-2023-03-02-at-23.44.21.png&#8221; title_text=&#8221;Screenshot 2023-03-02 at 23.44.21&#8243; disabled_on=&#8221;off|off|on&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;0px||13px||false|false&#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;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;22px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; header_3_line_height_tablet=&#8221;1.6em&#8221; header_3_line_height_phone=&#8221;1.5em&#8221; header_3_line_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>Common Design Philosophy<\/h3>\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; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;25px||0px||false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Combining seamlessly AI and software application technologies to support industrial use cases<\/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; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>High-level of modularity and configurability to support the reuse of technology components and flexibility in customized solution 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; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; ul_font_size_tablet=&#8221;&#8221; ul_font_size_phone=&#8221;16px&#8221; ul_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Data and process flow built into the service concept from input data storages and streams to decision making support.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; disabled_on=&#8221;on|on|off&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/Screenshot-2023-03-02-at-23.44.21.png&#8221; title_text=&#8221;Screenshot 2023-03-02 at 23.44.21&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;110%&#8221; custom_padding=&#8221;|||0px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/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;||50px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; disabled_on=&#8221;on|on|off&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_divider show_divider=&#8221;off&#8221; disabled_on=&#8221;on|on|off&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/Screenshot-2023-03-02-at-23.44.37.png&#8221; min_height=&#8221;450px&#8221; custom_margin=&#8221;7px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#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\/Screenshot-2023-03-02-at-23.44.37.png&#8221; title_text=&#8221;Screenshot 2023-03-02 at 23.44.37&#8243; disabled_on=&#8221;off|off|on&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; min_height_tablet=&#8221;&#8221; min_height_phone=&#8221;192px&#8221; min_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;0px||13px||false|false&#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;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;22px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; header_3_line_height_tablet=&#8221;1.6em&#8221; header_3_line_height_phone=&#8221;1.5em&#8221; header_3_line_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>Computer Vision Framework<\/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; ul_line_height=&#8221;1.5em&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;-12px|||||&#8221; hover_enabled=&#8221;0&#8243; 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;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>A typical computer vision project usually includes a similar set of building blocks, such as:<\/p>\n<ul>\n<li>Data quality assessment<\/li>\n<li>Data storage setup<\/li>\n<li>Data collection and annotation<\/li>\n<li>Model selection, training, and fine-tuning<\/li>\n<li>Model evaluation and testing<\/li>\n<li>Model inference visualization<\/li>\n<\/ul>\n<p>With performing these tasks repeatedly comes a natural desire to streamline the process. Our computer vision framework allows us to reuse the building blocks and assemble a solution serving a specific need within weeks or even days. The modularity of the blocks and well-designed interface allows us to integrate seamlessly with either the client&#8217;s systems or our own applications.<\/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_color=&#8221;#f1f1f1&#8243; custom_padding=&#8221;65px||70px|||&#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|||||||&#8221; header_2_text_color=&#8221;#000000&#8243; header_2_font_size=&#8221;28px&#8221; header_2_line_height=&#8221;1.4em&#8221; width=&#8221;90%&#8221; custom_margin=&#8221;||6px||false|false&#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; header_2_line_height_tablet=&#8221;1.4em&#8221; header_2_line_height_phone=&#8221;1.5em&#8221; header_2_line_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\">Key Characteristics of our Application Frameworks<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; make_equal=&#8221;on&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1100px&#8221; custom_margin=&#8221;30px|auto||auto||&#8221; custom_margin_tablet=&#8221;30px|auto||auto||&#8221; custom_margin_phone=&#8221;0px|auto||auto|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#FFFFFF&#8221; custom_padding=&#8221;35px|35px|50px|35px|false|true&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;rgba(112,112,112,0.1)&#8221; border_color_bottom=&#8221;#e09900&#8243; global_colors_info=&#8221;{}&#8221; border_width_bottom__hover_enabled=&#8221;on|desktop&#8221; border_width_bottom__hover=&#8221;9px&#8221;][et_pb_blurb title=&#8221;Platform Independence&#8221; image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/artificial-intelligence-1.png&#8221; image_icon_width=&#8221;50%&#8221; icon_alignment=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_font_size=&#8221;23px&#8221; body_font=&#8221;Montserrat|300|||||||&#8221; body_text_color=&#8221;#1b1b1b&#8221; custom_margin=&#8221;18px|||||&#8221; header_font_size_tablet=&#8221;24px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][et_pb_divider color=&#8221;#E09900&#8243; divider_style=&#8221;dashed&#8221; divider_weight=&#8221;2px&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;87%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat|300|||||||&#8221; text_text_color=&#8221;#1b1b1b&#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>Majority of companies have chosen their primary cloud technology platform that they are using to drive forward their digitalization efforts. Our application frameworks are platform-independent and they have been used in applications in Windows on Edge, AWS, Azure, Google Cloud Platform, on-premise computing resources as well as local environments.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#FFFFFF&#8221; custom_padding=&#8221;35px|35px|50px|35px|false|true&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;rgba(112,112,112,0.1)&#8221; border_color_bottom=&#8221;#e09900&#8243; global_colors_info=&#8221;{}&#8221; border_width_bottom__hover_enabled=&#8221;on|desktop&#8221; border_width_bottom__hover=&#8221;9px&#8221;][et_pb_blurb title=&#8221;Industry Specialization &#038; Abstraction&#8221; image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/web-development.png&#8221; image_icon_width=&#8221;35%&#8221; icon_alignment=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_font_size=&#8221;23px&#8221; body_font=&#8221;Montserrat|300|||||||&#8221; body_text_color=&#8221;#1b1b1b&#8221; custom_margin=&#8221;18px|||||&#8221; header_font_size_tablet=&#8221;24px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][et_pb_divider color=&#8221;#E09900&#8243; divider_style=&#8221;dashed&#8221; divider_weight=&#8221;2px&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;87%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat|300|||||||&#8221; text_text_color=&#8221;#1b1b1b&#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><span style=\"font-weight: 400;\">The abstraction of our application frameworks enables us to execute proof-of-concepts experiments without starting the implementation from scratch. The frameworks are designed to support flexible customization for different industries and customer use cases.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; make_equal=&#8221;on&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1100px&#8221; custom_margin=&#8221;30px|auto||auto||&#8221; custom_margin_tablet=&#8221;30px|auto||auto||&#8221; custom_margin_phone=&#8221;0px|auto||auto|false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#FFFFFF&#8221; custom_padding=&#8221;35px|35px|50px|35px|false|true&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;rgba(112,112,112,0.1)&#8221; border_color_bottom=&#8221;#e09900&#8243; global_colors_info=&#8221;{}&#8221; border_width_bottom__hover_enabled=&#8221;on|desktop&#8221; border_width_bottom__hover=&#8221;9px&#8221;][et_pb_blurb title=&#8221;Carefully Engineered Data Processing&#8221; image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/settings.png&#8221; image_icon_width=&#8221;35%&#8221; icon_alignment=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_font_size=&#8221;23px&#8221; body_font=&#8221;Montserrat|300|||||||&#8221; body_text_color=&#8221;#1b1b1b&#8221; custom_margin=&#8221;18px|||||&#8221; header_font_size_tablet=&#8221;24px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][et_pb_divider color=&#8221;#E09900&#8243; divider_style=&#8221;dashed&#8221; divider_weight=&#8221;2px&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;87%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat|300|||||||&#8221; text_text_color=&#8221;#1b1b1b&#8221; ul_line_height=&#8221;1.5em&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#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<p>Our application frameworks have been proven to provide high-quality support for<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat|300|||||||&#8221; text_text_color=&#8221;#1b1b1b&#8221; ul_line_height=&#8221;1.5em&#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>Data collection and validation from both hot and cold data sources<\/li>\n<li>Layers for data processing and transformations<\/li>\n<li>Measures to ensure the security and privacy of data<\/li>\n<li>Scaling the application usage to multiple sites<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#FFFFFF&#8221; custom_padding=&#8221;35px|35px|50px|35px|false|true&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;rgba(112,112,112,0.1)&#8221; border_color_bottom=&#8221;#e09900&#8243; global_colors_info=&#8221;{}&#8221; border_width_bottom__hover_enabled=&#8221;on|desktop&#8221; border_width_bottom__hover=&#8221;9px&#8221;][et_pb_blurb title=&#8221;Interoperability&#8221; image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/book.png&#8221; image_icon_width=&#8221;35%&#8221; icon_alignment=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_font_size=&#8221;23px&#8221; body_font=&#8221;Montserrat|300|||||||&#8221; body_text_color=&#8221;#1b1b1b&#8221; custom_margin=&#8221;18px|||||&#8221; header_font_size_tablet=&#8221;24px&#8221; header_font_size_phone=&#8221;22px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][et_pb_divider color=&#8221;#E09900&#8243; divider_style=&#8221;dashed&#8221; divider_weight=&#8221;2px&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;87%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat|300|||||||&#8221; text_text_color=&#8221;#1b1b1b&#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><span style=\"font-weight: 400;\">The advanced support for data standardisation, open-source communication, API interfaces as well as containerization enable us to provide services that are interoperable and communicate fluently with other services and interfaces.<\/span><\/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; custom_padding=&#8221;||33px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; disabled_on=&#8221;on|on|off&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_divider show_divider=&#8221;off&#8221; disabled_on=&#8221;on|on|off&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/application-frameworks.png&#8221; min_height=&#8221;450px&#8221; custom_margin=&#8221;7px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#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\/application-frameworks.png&#8221; title_text=&#8221;application frameworks&#8221; disabled_on=&#8221;off|off|on&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; min_height_tablet=&#8221;&#8221; min_height_phone=&#8221;192px&#8221; min_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#000000&#8243; link_text_color=&#8221;#000000&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;0px||13px||false|false&#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;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;22px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; header_3_line_height_tablet=&#8221;1.6em&#8221; header_3_line_height_phone=&#8221;1.5em&#8221; header_3_line_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>Scalability supported to boost value creation<\/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;rgba(10,6,6,0)&#8221; header_2_font_size=&#8221;1px&#8221; header_3_font=&#8221;|600|||||||&#8221; header_3_text_color=&#8221;#000000&#8243; header_3_font_size=&#8221;23px&#8221; header_3_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;-12px|||||&#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;1px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>The value of new technology services and solutions will materialize when the new improved business practice and way-of-working are taken into production and utilized extensively. To achieve this the technology solution has to be robust and reliable, and the solution architecture has to be designed to scale.<\/p>\n<p>Top Data Science application frameworks enable solution deployments to cloud and edge environments and they can be deployed to the most common IT platforms including AWS, Azure, and Google. Our frameworks support scaling from AI and solution life-cycle perspective as well as extending the value creation to multiple operative sites.<\/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;17px||50px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#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; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#1B212C&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;85%&#8221; custom_padding=&#8221;||0px|||&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;24px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Benefits<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; use_custom_gutter=&#8221;on&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;11px|auto||auto||&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/output-onlinepngtools-8.png&#8221; alt=&#8221;top-data-science- icon 1&#8243; icon_placement=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_font_size=&#8221;17px&#8221; body_text_color=&#8221;#000000&#8243; width=&#8221;100%&#8221; body_font_size_tablet=&#8221;&#8221; body_font_size_phone=&#8221;16px&#8221; body_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Efficient and flexible solution development enabling fast ROI<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/output-onlinepngtools-11.png&#8221; alt=&#8221;top-data-science-icon-3&#8243; icon_placement=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_text_color=&#8221;#0c1c2a&#8221; header_font_size=&#8221;17px&#8221; body_text_color=&#8221;#000000&#8243; body_line_height=&#8221;2em&#8221; body_font_size_tablet=&#8221;&#8221; body_font_size_phone=&#8221;16px&#8221; body_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Ability to utilize best practices from other industries<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; use_custom_gutter=&#8221;on&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;11px|auto||auto||&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/output-onlinepngtools-7.png&#8221; alt=&#8221;top-data-science- icon 1&#8243; icon_placement=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_font_size=&#8221;17px&#8221; body_text_color=&#8221;#000000&#8243; width=&#8221;100%&#8221; body_font_size_tablet=&#8221;&#8221; body_font_size_phone=&#8221;16px&#8221; body_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Proven technology components to secure successful AI utilization<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/cloud.png&#8221; alt=&#8221;top-data-science-icon-3&#8243; icon_placement=&#8221;left&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Montserrat|600|||||||&#8221; header_text_color=&#8221;#0c1c2a&#8221; header_font_size=&#8221;17px&#8221; body_text_color=&#8221;#000000&#8243; body_line_height=&#8221;1.5em&#8221; body_font_size_tablet=&#8221;&#8221; body_font_size_phone=&#8221;16px&#8221; body_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Optimal combination of utilizing generic cloud platforms and specialized AI technologies<\/p>\n<p>[\/et_pb_blurb][\/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; module_class=&#8221;flexed&#8221; _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;rgba(25,32,43,0.5)&#8221; background_image=&#8221;https:\/\/dimgrey-wolf-721579.hostingersite.com\/wp-content\/uploads\/2023\/03\/cta-banner-2.1.png&#8221; background_position=&#8221;top_center&#8221; background_blend=&#8221;overlay&#8221; min_height=&#8221;323px&#8221; min_height_tablet=&#8221;&#8221; min_height_phone=&#8221;&#8221; min_height_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;0px||0px||true|false&#8221; custom_margin_tablet=&#8221;0px||0px||true|false&#8221; custom_margin_phone=&#8221;0px||0px||true|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; custom_padding_tablet=&#8221;0px||0px||true|false&#8221; custom_padding_phone=&#8221;24px||24px||true|false&#8221; background_last_edited=&#8221;on|phone&#8221; background_position_phone=&#8221;top_center&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.19.1&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;55px||50px||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; text_text_color=&#8221;#FFFFFF&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#FFFFFF&#8221; header_2_font_size=&#8221;32px&#8221; text_orientation=&#8221;center&#8221; width=&#8221;75%&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#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>Want to know more?<\/h2>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjEzIn19@&#8221; button_text=&#8221;Contact&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.20.0&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#F29300&#8243; button_border_width=&#8221;0px&#8221; button_border_radius=&#8221;0px&#8221; button_letter_spacing=&#8221;3px&#8221; button_font=&#8221;|||on|||||&#8221; button_icon=&#8221;&#x3d;||divi||400&#8243; button_icon_color=&#8221;#F29300&#8243; button_icon_placement=&#8221;left&#8221; button_on_hover=&#8221;off&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_color__hover=&#8221;RGBA(0,0,0,0)&#8221; button_bg_enable_color__hover=&#8221;on&#8221; custom_css_main_element__hover_enabled=&#8221;on|hover&#8221; custom_css_main_element__hover=&#8221;transition-delay: 250ms;||transition-property: margin-right;&#8221; button_text_color__hover_enabled=&#8221;on|hover&#8221; button_text_color__hover=&#8221;#FDEE00&#8243; button_icon_color__hover_enabled=&#8221;on|hover&#8221; button_icon_color__hover=&#8221;#FDEE00&#8243;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Application Frameworks &nbsp;Specialized Application FrameworksFrameworks for computer vision, optimization, and decision-making supportOur technology frameworks are designed to accelerate the development of computer vision applications and services for business and process optimization while also enabling the creation of end-to-end decision automation flows. Common Design Philosophy Combining seamlessly AI and software application technologies to support industrial use [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4255,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"<!-- wp:divi\/placeholder \/-->","_et_gb_content_width":"","footnotes":""},"class_list":["post-7545","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/pages\/7545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/comments?post=7545"}],"version-history":[{"count":3,"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/pages\/7545\/revisions"}],"predecessor-version":[{"id":7630,"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/pages\/7545\/revisions\/7630"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/media\/4255"}],"wp:attachment":[{"href":"https:\/\/topdatascience.com\/wp-json\/wp\/v2\/media?parent=7545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}