{"id":175298,"date":"2026-02-05T11:17:36","date_gmt":"2026-02-05T10:17:36","guid":{"rendered":"https:\/\/www.algorithm-factory.com\/ai-as-a-service\/"},"modified":"2026-06-24T09:18:36","modified_gmt":"2026-06-24T07:18:36","slug":"ai-as-a-service","status":"publish","type":"page","link":"https:\/\/www.algorithm-factory.com\/en\/ai-as-a-service\/","title":{"rendered":"AI-as-a-Service"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;7&#8243; top_padding=&#8221;7&#8243; bottom_padding=&#8221;7&#8243; back_color=&#8221;color-210407&#8243; back_image=&#8221;173515&#8243; overlay_color=&#8221;color-210407&#8243; overlay_alpha=&#8221;75&#8243; overlay_animated=&#8221;yes&#8221; overlay_animated_size=&#8221;0.7&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; bottom_divider=&#8221;gradient&#8221; 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mobile_width=&#8221;0&#8243; width=&#8221;9\/12&#8243; uncode_shortcode_id=&#8221;311432&#8243;][vc_custom_heading heading_semantic=&#8221;h1&#8243; text_font=&#8221;font-161747&#8243; text_size=&#8221;fontsize-155944&#8243; text_weight=&#8221;400&#8243; text_space=&#8221;fontspace-111509&#8243; uncode_shortcode_id=&#8221;168088&#8243;]AI-powered optimization for production planning \u2013 better decisions in seconds[\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_visibility=&#8221;yes&#8221; medium_width=&#8221;0&#8243; mobile_visibility=&#8221;yes&#8221; mobile_width=&#8221;0&#8243; width=&#8221;3\/12&#8243; uncode_shortcode_id=&#8221;161238&#8243;][\/vc_column_inner][\/vc_row_inner][vc_separator sep_color=&#8221;&#8221; full_width=&#8221;yes&#8221; uncode_shortcode_id=&#8221;105882&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;5&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;157228&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_visibility=&#8221;yes&#8221; medium_width=&#8221;0&#8243; mobile_visibility=&#8221;yes&#8221; mobile_width=&#8221;0&#8243; width=&#8221;6\/12&#8243; uncode_shortcode_id=&#8221;177579&#8243;][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;6\/12&#8243; uncode_shortcode_id=&#8221;202754&#8243;][vc_custom_heading heading_semantic=&#8221;h4&#8243; text_font=&#8221;font-161747&#8243; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; text_space=&#8221;fontspace-111509&#8243; uncode_shortcode_id=&#8221;108644&#8243;]With MCP <strong>AI-as-a-Service<\/strong>, you can seamlessly integrate powerful optimization algorithms into your existing planning environment or software solution.<br data-start=\"539\" data-end=\"542\" \/>Complex planning problems are automatically solved and measurably improved\u2014leading to faster and demonstrably better decisions.[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; hover_fx=&#8221;full-colored&#8221; custom_typo=&#8221;yes&#8221; font_family=&#8221;font-377884&#8243; font_weight=&#8221;500&#8243; border_width=&#8221;0&#8243; scale_mobile=&#8221;no&#8221; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fcontact%2F|title:About%20Business&#8221; uncode_shortcode_id=&#8221;145330&#8243; el_class=&#8221;popmake-174719&#8243;]Discover planning potential[\/vc_button][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;7&#8243; top_padding=&#8221;5&#8243; bottom_padding=&#8221;5&#8243; overlay_alpha=&#8221;50&#8243; equal_height=&#8221;justify&#8221; gutter_size=&#8221;5&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;669969&#8243;][vc_column column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;185655&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; 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They deliver optimized and fully traceable planning results\u2014without requiring in-house AI development.<br \/>\nAI becomes a 24\/7 partner, providing continuous support and taking pressure off your teams.<\/li>\n<li>Managing Complexity: Many combinatorial problems in production planning are too complex for traditional methods. With our approaches, even highly complex scenarios can be solved efficiently\u2014automated and within the shortest possible time.<\/li>\n<li>Facts Over Gut Feelings: Mathematical optimization delivers reliable decisions\u2014improved on-time delivery, reduced setup times, optimal warehouse utilization, and more. This leads not only to faster outcomes, but to demonstrably better results.<\/li>\n<\/ul>\n<p>[\/uncode_list][\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_visibility=&#8221;yes&#8221; medium_width=&#8221;0&#8243; mobile_visibility=&#8221;yes&#8221; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;803921&#8243;][vc_single_image media=&#8221;174305&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;four-three&#8221; alignment=&#8221;center&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; advanced=&#8221;yes&#8221; media_overlay_opacity=&#8221;50&#8243; media_overlay_anim=&#8221;no&#8221; media_text_anim=&#8221;no&#8221; media_image_anim=&#8221;scroll&#8221; media_image_scroll=&#8221;zoom&#8221; media_image_scroll_val=&#8221;6&#8243; media_padding=&#8221;2&#8243; uncode_shortcode_id=&#8221;292813&#8243;][\/vc_column][\/vc_row][vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;7&#8243; top_padding=&#8221;5&#8243; bottom_padding=&#8221;5&#8243; back_color=&#8221;color-gyho&#8221; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; top_divider=&#8221;gradient&#8221; css_animation=&#8221;scroll-trigger&#8221; animation_scale_val=&#8221;100&#8243; animation_opacity=&#8221;0&#8243; animation_x=&#8221;0&#8243; animation_y=&#8221;0&#8243; animation_blur=&#8221;0&#8243; animation_rotate=&#8221;0&#8243; animation_perspective=&#8221;0&#8243; animation_offset_top=&#8221;80&#8243; animation_offset_bottom=&#8221;60&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;243773&#8243; back_color_type=&#8221;uncode-palette&#8221;][vc_column column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;197315&#8243;][vc_row_inner limit_content=&#8221;&#8221;][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;9\/12&#8243; uncode_shortcode_id=&#8221;158719&#8243;][vc_custom_heading text_font=&#8221;font-161747&#8243; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_space=&#8221;fontspace-111509&#8243; uncode_shortcode_id=&#8221;436106&#8243;]Our Solutions in Action [\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;131703&#8243;]We address common challenges in production planning\u2014from detailed scheduling and resource allocation to production leveling. Our algorithms not only generate entirely new production schedules, but also selectively improve existing, manually created plans.[\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_visibility=&#8221;yes&#8221; medium_width=&#8221;0&#8243; mobile_visibility=&#8221;yes&#8221; mobile_width=&#8221;0&#8243; width=&#8221;3\/12&#8243; uncode_shortcode_id=&#8221;595491&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;90&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;688499&#8243;][vc_column column_width_percent=&#8221;80&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;848817&#8243;][vc_row_inner][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;153559&#8243;][vc_empty_space empty_h=&#8221;3&#8243;][vc_custom_heading text_weight=&#8221;600&#8243; uncode_shortcode_id=&#8221;135547&#8243;]Detailed planning[\/vc_custom_heading][vc_empty_space empty_h=&#8221;3&#8243;][\/vc_column_inner][\/vc_row_inner][vc_tabs tabs_event=&#8221;window-resize&#8221; 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position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;106894&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;124712&#8243;]<strong>Setup Time Optimisation<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;182932&#8243;]<strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>lower downtime<\/li>\n<li>higher utilization<\/li>\n<li>more stable production flows<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;506617&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Fsetup-time-optimisation%2F|title:%E2%86%92%20Learn%20more%20about%20setup%20time%20optimisation&#8221;]\u2192 Learn more about setup time optimisation[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174308&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;168917&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; 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text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;167384&#8243;]<strong>Food Production Scheduling<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;212691&#8243;]Automatic production planning for highly dynamic food and beverage manufacturing.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>more stable production campaigns<\/li>\n<li>better use of intermediate storage<\/li>\n<li>higher delivery reliability<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;116614&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Ffood-production-scheduling%2F|title:%E2%86%92%20Learn%20more%20about%20food%20production&#8221;]\u2192 Learn more about food production[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174310&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;129431&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Process Industry Scheduling&#8221; tab_id=&#8221;1781689312655-2-1017822135960961782222154534&#8243;][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;870065&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;144108&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;881610&#8243;]<strong>Process Industry Scheduling <\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;182165&#8243;]Intelligent detailed scheduling for complex process industries with high interdependencies.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>reduced cleaning and setup effort<\/li>\n<li>higher equipment availability<\/li>\n<li>more stable production processes<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;264909&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Fprocess-industry-scheduling%2F|title:%E2%86%92%20Learn%20more%20about%20process%20industry%20optimisation&#8221;]\u2192 Learn more about process industry optimisation[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174447&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;190693&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Paint Shop Scheduling&#8221; tab_id=&#8221;1782214987771-3-41782222154534&#8243;][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;870065&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;859008&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;216450&#8243;]<strong>Paint Shop Scheduling<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;306965&#8243;]Efficient sequencing and campaign planning for<br \/>\ncomplex painting systems.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>fewer color changes<\/li>\n<li>lower painting costs<\/li>\n<li>higher line performance<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;908426&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Fpaint-shop-scheduling%2F|title:%E2%86%92%20Learn%20more%20about%20paint%20shop%20optimisation&#8221;]\u2192 Learn more about paint shop optimisation[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174312&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;160304&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Artificial Teeth Scheduling&#8221; tab_id=&#8221;1782215035314-4-101782222154534&#8243;][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;870065&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;239044&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;239203&#8243;]<strong>Artificial Teeth Scheduling<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;220204&#8243;]Optimized cyclic scheduling for highly variant<br \/>\nproduction environments.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>better utilization of limited molds<\/li>\n<li>higher production stability<\/li>\n<li>shorter lead times<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;125631&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Fartificial-teeth-scheduling%2F|title:%E2%86%92%20Learn%20more%20about%20cyclic%20optimisation&#8221;]\u2192 Learn more about cyclic optimisation[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174314&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;969012&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][\/vc_tabs][vc_separator sep_color=&#8221;&#8221; 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text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;183229&#8243;]Automatic allocation of limited resources under complex constraints.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>higher plan feasibility<\/li>\n<li>better use of critical resources<\/li>\n<li>faster decision-making<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;170545&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Fcore-resource-assignment%2F|title:%E2%86%92%20Learn%20more%20about%20constraint%20optimisation&#8221;]\u2192 Learn more about constraint optimisation[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174316&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;149575&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Employee Resource Assignment&#8221; tab_id=&#8221;1781782924289-4-7178221359609611782222158265&#8243;][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;870065&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;144201&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;865767&#8243;]<strong>Employee Resource Assignment<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;206406&#8243;]Intelligent staff allocation based on qualifications and priorities.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>higher productivity<\/li>\n<li>better utilization of qualifications<\/li>\n<li>more stable workforce planning<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;166481&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fai-as-a-service%2Femployee-resource-assignment%2F|title:%E2%86%92%20Learn%20more%20about%20staff%20allocation&#8221;]\u2192 Learn more about staff allocation[\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174318&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;112648&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][\/vc_tabs][vc_separator sep_color=&#8221;&#8221; 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gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;153559&#8243;][vc_empty_space empty_h=&#8221;3&#8243;][vc_custom_heading text_weight=&#8221;600&#8243; uncode_shortcode_id=&#8221;765361&#8243;]Von Grob- zu Feinplanung[\/vc_custom_heading][vc_empty_space empty_h=&#8221;3&#8243;][\/vc_column_inner][\/vc_row_inner][vc_tabs tabs_event=&#8221;window-resize&#8221; tab_switch=&#8221;yes&#8221; animation_active=&#8221;yes&#8221; typography=&#8221;advanced&#8221; tab_no_border=&#8221;yes&#8221; titles_font=&#8221;font-377884&#8243; titles_size=&#8221;custom&#8221; titles_weight=&#8221;500&#8243; gutter_simple=&#8221;0&#8243; uncode_shortcode_id=&#8221;398397&#8243; heading_custom_size=&#8221;clamp(0.9375rem, 0.4688rem + 0.7813vw, 1.25rem)&#8221;][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Production Leveling&#8221; tab_id=&#8221;1781782899257-3-61782213596096981782222160405&#8243;][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;870065&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;106894&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;211943&#8243;]<strong>Production Leveling<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;785776&#8243;]Smoothing of production volumes to stabilize<br \/>\ncapacity utilization and material flow.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>more even production utilization<\/li>\n<li>higher responsiveness<\/li>\n<li>reduced planning variability<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;892909&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fai-as-a-service%2Fproduction-leveling%2F|title:%E2%86%92%20Mehr%20zur%20Produktionsnivellierung%20&#8243;]\u2192 Mehr zur Produktionsnivellierung [\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174320&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;124130&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Batch Optimisation&#8221; tab_id=&#8221;1781782924289-4-71782213596096101782222160405&#8243;][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;4&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;870065&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;4&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;144201&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h3&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;136078&#8243;]<strong>Batch Optimisation<\/strong>[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;202348&#8243;]<strong>Business Impact:<\/strong><\/p>\n<ul>\n<li>shorter lead times<\/li>\n<li>better furnace and equipment utilization<\/li>\n<li>more stable batch planning<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;160527&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fai-as-a-service%2Fbatch-optimisation%2F|title:%E2%86%92%20Mehr%20zur%20Batch-Optimierung&#8221;]\u2192 Mehr zur Batch-Optimierung [\/vc_button][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;197242&#8243;][vc_single_image media=&#8221;174322&#8243; media_width_percent=&#8221;100&#8243; media_ratio=&#8221;sixteen-nine&#8221; shape=&#8221;img-round&#8221; radius=&#8221;lg&#8221; uncode_shortcode_id=&#8221;169791&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_tab][\/vc_tabs][vc_separator sep_color=&#8221;&#8221; uncode_shortcode_id=&#8221;448546&#8243; sep_color_type=&#8221;uncode-solid&#8221; sep_color_solid=&#8221;#d6d7d9&#8243;][vc_empty_space empty_h=&#8221;3&#8243;][\/vc_column][\/vc_row][vc_row row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;2&#8243; top_padding=&#8221;7&#8243; bottom_padding=&#8221;7&#8243; back_image=&#8221;175477&#8243; overlay_color=&#8221;color-105898&#8243; overlay_alpha=&#8221;85&#8243; gutter_size=&#8221;4&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;123618&#8243; overlay_color_type=&#8221;uncode-palette&#8221;][vc_column column_width_use_pixel=&#8221;yes&#8221; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; column_width_pixel=&#8221;1000&#8243; uncode_shortcode_id=&#8221;278539&#8243;][vc_custom_heading text_size=&#8221;h3&#8243; uncode_shortcode_id=&#8221;139590&#8243;]Interested in one of our optimization solutions, or dealing with a different planning challenge?[\/vc_custom_heading][vc_column_text uncode_shortcode_id=&#8221;449170&#8243;]Let\u2019s talk and explore together what approach best fits your needs.[\/vc_column_text][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;203776&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Fen%2Fcontact%2F|title:Contact&#8221; el_class=&#8221;popmake-174719&#8243;]Let\u2019s talk about it[\/vc_button][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/1&#8243;][vc_empty_space empty_h=&#8221;3&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;137501&#8243; text_color_type=&#8221;uncode-palette&#8221;]Optimization across different production logics<br \/>\n[\/vc_custom_heading][vc_empty_space empty_h=&#8221;3&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; limit_content=&#8221;&#8221; uncode_shortcode_id=&#8221;172033&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;282622&#8243;][vc_icon icon_image=&#8221;176161&#8243; media_size=&#8221;120&#8243; uncode_shortcode_id=&#8221;179728&#8243;][\/vc_icon][vc_empty_space empty_h=&#8221;2&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h4&#8243; text_weight=&#8221;500&#8243; uncode_shortcode_id=&#8221;161754&#8243;]<strong>Process Manufacturing <\/strong>[\/vc_custom_heading][vc_separator sep_color=&#8221;,Default&#8221;][vc_column_text uncode_shortcode_id=&#8221;243068&#8243;]Focus<\/p>\n<p><strong>Continuous and process-oriented production with:<\/strong>[\/vc_column_text][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;190732&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>Tank and silo logic<\/li>\n<li>Batch formation<\/li>\n<li>Recipes \/ formulations<\/li>\n<li>Sequence dependencies<\/li>\n<li>High degree of process interdependency<\/li>\n<\/ul>\n<p>[\/uncode_list][vc_empty_space empty_h=&#8221;3&#8243;][vc_column_text uncode_shortcode_id=&#8221;377747&#8243;]<strong>Typical industries:<\/strong>[\/vc_column_text][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;167821&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>Food industry<\/li>\n<li>Beverage industry<\/li>\n<li>Chemical industry<\/li>\n<li>Pharmaceutical industry<\/li>\n<li>Ultra-fresh food<\/li>\n<li>Animal feed industry<\/li>\n<li>Pet food industry<\/li>\n<li>Cosmetics industry<\/li>\n<\/ul>\n<p>[\/uncode_list][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;107918&#8243;][vc_icon icon_image=&#8221;176159&#8243; media_size=&#8221;120&#8243; uncode_shortcode_id=&#8221;636236&#8243;][\/vc_icon][vc_empty_space empty_h=&#8221;2&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h4&#8243; text_weight=&#8221;500&#8243; uncode_shortcode_id=&#8221;137225&#8243;]<strong>High-Mix Manufacturing <\/strong>[\/vc_custom_heading][vc_separator sep_color=&#8221;,Default&#8221;][vc_column_text uncode_shortcode_id=&#8221;103178&#8243;]Focus<\/p>\n<p><strong>Complex discrete manufacturing with:<\/strong>[\/vc_column_text][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;638223&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>High product variety<\/li>\n<li>Resource and constraint challenges<\/li>\n<li>Complex material flows<\/li>\n<li>High decision-making complexity<\/li>\n<li>Dynamic detailed scheduling<\/li>\n<\/ul>\n<p>[\/uncode_list][vc_empty_space empty_h=&#8221;3&#8243;][vc_column_text uncode_shortcode_id=&#8221;165202&#8243;]<strong>Typical industries:<\/strong>[\/vc_column_text][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;147835&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>Electronics industry<\/li>\n<li>Electrical engineering \/ machinery manufacturing<\/li>\n<\/ul>\n<p>[\/uncode_list][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;170286&#8243;][vc_icon icon_image=&#8221;175190&#8243; media_size=&#8221;120&#8243; uncode_shortcode_id=&#8221;629750&#8243;][\/vc_icon][vc_empty_space empty_h=&#8221;2&#8243;][vc_custom_heading heading_semantic=&#8221;h3&#8243; text_size=&#8221;h4&#8243; text_weight=&#8221;500&#8243; uncode_shortcode_id=&#8221;231258&#8243;]<strong>Setup &amp; Flow Optimization<\/strong>[\/vc_custom_heading][vc_separator sep_color=&#8221;,Default&#8221;][vc_column_text uncode_shortcode_id=&#8221;193107&#8243;]Focus<\/p>\n<p><strong>Production environments with:<\/strong>[\/vc_column_text][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;829327&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>High setup intensity<\/li>\n<li>Line and flow optimization<\/li>\n<li>Sequence optimization<\/li>\n<li>Campaign planning<\/li>\n<li>Throughput focus<\/li>\n<\/ul>\n<p>[\/uncode_list][vc_empty_space empty_h=&#8221;3&#8243;][vc_column_text uncode_shortcode_id=&#8221;446654&#8243;]<strong>Typical industries:<\/strong>[\/vc_column_text][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;298572&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>Fast-moving consumer goods (FMCG)<\/li>\n<li>Consumer goods<\/li>\n<li>Building materials industry<\/li>\n<li>Printing industry<\/li>\n<\/ul>\n<p>[\/uncode_list][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_section overlay_alpha=&#8221;50&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;730912&#8243;][vc_row row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;2&#8243; top_padding=&#8221;5&#8243; bottom_padding=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;148436&#8243;][vc_column column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;344880&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;210737&#8243; text_color_type=&#8221;uncode-palette&#8221;]Easy Integration[\/vc_custom_heading][\/vc_column][\/vc_row][vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;7&#8243; top_padding=&#8221;2&#8243; bottom_padding=&#8221;5&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; top_divider=&#8221;gradient&#8221; css_animation=&#8221;scroll-trigger&#8221; animation_scale_val=&#8221;100&#8243; animation_opacity=&#8221;0&#8243; animation_x=&#8221;0&#8243; animation_y=&#8221;0&#8243; animation_blur=&#8221;0&#8243; animation_rotate=&#8221;0&#8243; animation_perspective=&#8221;0&#8243; animation_offset_top=&#8221;80&#8243; animation_offset_bottom=&#8221;60&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;945111&#8243;][vc_column column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;639263&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h3&#8243; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;146118&#8243; text_color_type=&#8221;uncode-palette&#8221;]AI \u2026[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;div&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; uncode_shortcode_id=&#8221;114741&#8243;]Production planning faces complex optimization challenges that demand intelligent, efficient, and robust solutions.[\/vc_custom_heading][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;313386&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li><strong>Mathematical Optimization<\/strong>: Methods such as constraint programming and integer programming provide exact, transparent, and verifiable solutions\u2014ideal for structured planning problems with clearly defined constraints.<\/li>\n<li><strong>Metaheuristics<\/strong>: Methods such as simulated annealing efficiently explore large search spaces and offer a flexible alternative when classical methods reach their limits.<\/li>\n<li><strong>Machine Learning<\/strong>: Algorithms that learn from data, adapt, and dynamically improve decision-making\u2014complementing mathematical optimization with intelligent, data-driven support.<\/li>\n<\/ul>\n<p>[\/uncode_list][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h3&#8243; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;191452&#8243; text_color_type=&#8221;uncode-palette&#8221;]\u2026 as-a-Service[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; uncode_shortcode_id=&#8221;127453&#8243;]Our solutions integrate easily into your planning module\u2014requiring only a simple interface setup. No complex projects, no extensive customization.[\/vc_custom_heading][uncode_list icon=&#8221;fa fa-check&#8221; icon_color=&#8221;color-482803&#8243; uncode_shortcode_id=&#8221;164475&#8243; icon_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<ul>\n<li>Input: Your planning data\u2014such as orders, resources, and setup times\u2014is transmitted to our AI via a REST API. The call can be integrated directly into your existing software.<\/li>\n<li><strong>Optimization<\/strong>: The AI processes the data and computes an optimized solution\u2014quickly, reliably, and transparently. In the process, complex interdependencies are automatically taken into account.<\/li>\n<li><strong>Output<\/strong>: The result is an optimized production plan returned via the API\u2014ready for display, further processing, or transfer to downstream systems.<\/li>\n<\/ul>\n<p>[\/uncode_list][\/vc_column][\/vc_row][\/vc_section][vc_section back_color=&#8221;color-gyho&#8221; overlay_alpha=&#8221;50&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;125040&#8243; back_color_type=&#8221;uncode-palette&#8221;][vc_row row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;2&#8243; top_padding=&#8221;5&#8243; bottom_padding=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;651519&#8243;][vc_column column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;138307&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;187143&#8243; text_color_type=&#8221;uncode-palette&#8221;]Comprehensive expertise[\/vc_custom_heading][\/vc_column][\/vc_row][vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;3&#8243; top_padding=&#8221;2&#8243; bottom_padding=&#8221;2&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; top_divider=&#8221;gradient&#8221; css_animation=&#8221;scroll-trigger&#8221; animation_scale_val=&#8221;100&#8243; animation_opacity=&#8221;0&#8243; animation_x=&#8221;0&#8243; animation_y=&#8221;0&#8243; animation_blur=&#8221;0&#8243; animation_rotate=&#8221;0&#8243; animation_perspective=&#8221;0&#8243; animation_offset_top=&#8221;80&#8243; animation_offset_bottom=&#8221;60&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;189268&#8243; css=&#8221;.vc_custom_1776171631956{padding-bottom: 200px !important;}&#8221;][vc_column column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; style=&#8221;light&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; uncode_shortcode_id=&#8221;122692&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h3&#8243; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;172440&#8243; text_color_type=&#8221;uncode-palette&#8221;]Scientifically Sound [\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; uncode_shortcode_id=&#8221;189041&#8243;]Through ongoing collaboration with scientific partners, the latest research findings are directly incorporated into our development\u2014resulting in solutions that are technologically advanced and scientifically sound.[\/vc_custom_heading][vc_tabs typography=&#8221;advanced&#8221; border_100=&#8221;yes&#8221; titles_size=&#8221;h5&#8243; uncode_shortcode_id=&#8221;171868&#8243; el_class=&#8221;wissenshaft-tabs&#8221;][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;TU Vienna&#8221; tab_id=&#8221;1774264618-1-69&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/1&#8243;][vc_empty_space empty_h=&#8221;2&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; inverted_device_order=&#8221;yes&#8221; uncode_shortcode_id=&#8221;126888&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/4&#8243; uncode_shortcode_id=&#8221;133060&#8243;][vc_single_image media=&#8221;173517&#8243; media_width_use_pixel=&#8221;yes&#8221; alignment=&#8221;right&#8221; uncode_shortcode_id=&#8221;179805&#8243; media_width_pixel=&#8221;700&#8243;][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;3\/4&#8243; uncode_shortcode_id=&#8221;101216&#8243;][vc_custom_heading heading_semantic=&#8221;h5&#8243; text_size=&#8221;h5&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;115093&#8243;]From 2017 to early 2025, our Christian Doppler Laboratory was hosted at the Institute for Logic and Computation at TU Vienna. Together with Bosch and Ximes, we conducted basic research on new algorithms and the application of AI in production planning.<\/p>\n<p>&nbsp;<\/p>\n<p>Since 2024, we have been funding a doctoral position at the<strong> iCAIML Doctoral College,<\/strong> allowing us to remain closely connected to research in areas such as hyperheuristics and automated algorithm selection.[\/vc_custom_heading][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;KIT&#8221; tab_id=&#8221;1774264618-1-697&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/1&#8243;][vc_empty_space empty_h=&#8221;2&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; inverted_device_order=&#8221;yes&#8221; uncode_shortcode_id=&#8221;146998&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/4&#8243; uncode_shortcode_id=&#8221;190581&#8243;][vc_single_image media=&#8221;173519&#8243; media_width_use_pixel=&#8221;yes&#8221; alignment=&#8221;center&#8221; uncode_shortcode_id=&#8221;150003&#8243; media_width_pixel=&#8221;300&#8243;][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;3\/4&#8243; uncode_shortcode_id=&#8221;124766&#8243;][vc_custom_heading heading_semantic=&#8221;h5&#8243; text_size=&#8221;h5&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;842577&#8243;]Together with the Karlsruhe Institute of Technology (KIT), we conduct research into methods for enhancing the energy flexibility of industrial processes. The aim is to develop AI-supported approaches that make energy-intensive production more grid-friendly and sustainable. This collaboration brings together our long-standing expertise in APS with KIT\u2019s cutting-edge research in energy system design. As an implementation partner, we transfer research results into industrial practice\u2014for future-proof production. [\/vc_custom_heading][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;University of Duisburg-Essen&#8221; tab_id=&#8221;1774267976200-2-5&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; inverted_device_order=&#8221;yes&#8221; uncode_shortcode_id=&#8221;359041&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;324775&#8243;][vc_single_image media=&#8221;173523&#8243; media_width_use_pixel=&#8221;yes&#8221; alignment=&#8221;right&#8221; uncode_shortcode_id=&#8221;211083&#8243; media_width_pixel=&#8221;500&#8243;][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;755041&#8243;][vc_custom_heading heading_semantic=&#8221;h5&#8243; text_size=&#8221;h5&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;198880&#8243;]Selected Research Areas<\/p>\n<ul>\n<li>Stochastic modeling<\/li>\n<li>Capacity Planning<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][\/vc_column_inner][\/vc_row_inner][\/vc_tab][vc_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;University of Siegen&#8221; tab_id=&#8221;1774268022091-3-8&#8243;][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; inverted_device_order=&#8221;yes&#8221; uncode_shortcode_id=&#8221;181543&#8243;][vc_column_inner column_width_percent=&#8221;100&#8243; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;141720&#8243;][vc_single_image media=&#8221;173521&#8243; media_width_use_pixel=&#8221;yes&#8221; alignment=&#8221;right&#8221; uncode_shortcode_id=&#8221;174919&#8243; media_width_pixel=&#8221;500&#8243;][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/2&#8243; uncode_shortcode_id=&#8221;824140&#8243;][vc_custom_heading heading_semantic=&#8221;h5&#8243; text_size=&#8221;h5&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-357766&#8243; uncode_shortcode_id=&#8221;153490&#8243;]Selected Research Areas<\/p>\n<ul>\n<li>Human Factors<\/li>\n<li>Industry 4.0<\/li>\n<li>Decision Analysis<\/li>\n<li>Project Management<\/li>\n<\/ul>\n<p>[\/vc_custom_heading][\/vc_column_inner][\/vc_row_inner][\/vc_tab][\/vc_tabs][\/vc_column][\/vc_row][vc_row unlock_row_content=&#8221;yes&#8221; row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;5&#8243; top_padding=&#8221;3&#8243; bottom_padding=&#8221;5&#8243; back_color=&#8221;color-482803&#8243; overlay_color=&#8221;color-482803&#8243; overlay_alpha=&#8221;50&#8243; gutter_size=&#8221;3&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;738489&#8243; overlay_color_type=&#8221;uncode-palette&#8221; back_color_type=&#8221;uncode-palette&#8221;][vc_column width=&#8221;1\/1&#8243;][vc_empty_space empty_h=&#8221;2&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h3&#8243; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;819171&#8243; text_color_type=&#8221;uncode-palette&#8221;]Proven in Practice[\/vc_custom_heading][vc_custom_heading heading_semantic=&#8221;p&#8221; text_size=&#8221;&#8221; text_weight=&#8221;400&#8243; uncode_shortcode_id=&#8221;116609&#8243;]Thanks to our many years of experience with numerous industrial projects, we know exactly what matters in production planning.<br \/>\nWe understand the specific requirements and typical challenges across many industries, from compound feed production to the food industry, and from cosmetics and pharmaceuticals to electronics manufacturing.<br \/>\nOur solutions are field-proven, robust, and flexible enough to deliver real value in both complex production environments and in software products designed for these industries.[\/vc_custom_heading][vc_empty_space empty_h=&#8221;2&#8243;][vc_gallery el_id=&#8221;gallery-23456&#8243; 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position_vertical=&#8221;middle&#8221; gutter_size=&#8221;1&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;3\/4&#8243; uncode_shortcode_id=&#8221;124827&#8243; css=&#8221;.vc_custom_1775818714994{padding-right: 80px !important;}&#8221;][vc_custom_heading text_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h5&#8243; text_size=&#8221;h5&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-524109&#8243; uncode_shortcode_id=&#8221;155216&#8243; text_color_type=&#8221;uncode-palette&#8221;]<strong>Optwisier A.I. Solutions\u2019 <\/strong>modern supply chain planning software is powered by optimization algorithms from MCP.<br \/>\nThe solution enables automated detailed planning specifically for the food industry, including multi-stage processes that take setup times and intermediate storage capacities into account.[\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/4&#8243; uncode_shortcode_id=&#8221;178986&#8243;][vc_single_image media=&#8221;174455&#8243; media_width_use_pixel=&#8221;yes&#8221; alignment=&#8221;center&#8221; uncode_shortcode_id=&#8221;809382&#8243; media_width_pixel=&#8221;500&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_inner_height_percent=&#8221;0&#8243; 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text_color_type=&#8221;uncode-palette&#8221;]Our optimization technology integrates seamlessly with Siemens <strong>Opcenter APS.<\/strong><br \/>\nWhether for detailed planning or resource allocation, complex planning problems are solved directly within the existing system\u2014efficiently and flexibly, with minimal effort for the user.[\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/4&#8243; uncode_shortcode_id=&#8221;168668&#8243;][vc_single_image media=&#8221;173532&#8243; media_width_use_pixel=&#8221;yes&#8221; uncode_shortcode_id=&#8221;425373&#8243; media_width_pixel=&#8221;500&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_inner_height_percent=&#8221;0&#8243; 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text_color_type=&#8221;uncode-palette&#8221;]<strong>MCP Workforce Management<\/strong> utilizes the Employee Resource Assignment Algorithm.<br \/>\nThis ensures that the right people are in the right place at the right time\u2014boosting efficiency as well as on-time performance and utilization.[\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/4&#8243; uncode_shortcode_id=&#8221;195298&#8243;][vc_single_image media=&#8221;173530&#8243; media_width_use_pixel=&#8221;yes&#8221; uncode_shortcode_id=&#8221;188099&#8243; media_width_pixel=&#8221;500&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_inner_height_percent=&#8221;0&#8243; overlay_alpha=&#8221;50&#8243; equal_height=&#8221;yes&#8221; gutter_size=&#8221;1&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; uncode_shortcode_id=&#8221;609436&#8243; el_class=&#8221;no-padding&#8221; css=&#8221;.vc_custom_1775820014902{padding-right: 60px !important;padding-left: 60px !important;}&#8221;][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;3\/4&#8243; uncode_shortcode_id=&#8221;756602&#8243; css=&#8221;.vc_custom_1775818765465{padding-right: 80px !important;}&#8221;][vc_custom_heading text_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h5&#8243; text_size=&#8221;h5&#8243; text_weight=&#8221;400&#8243; text_height=&#8221;fontheight-524109&#8243; uncode_shortcode_id=&#8221;873145&#8243; text_color_type=&#8221;uncode-palette&#8221;]<\/p>\n<p style=\"text-align: left;\"><b>GR\u00dcN GQM <\/b>uses MCP&#8217;s AI-as-a-Service in its established MES software for the food and beverage industry.<\/p>\n<p>Automatic line sequence optimization enables planners to improve existing schedules at the click of a button\u2014resulting in shorter setup times and improved on-time delivery.<br \/>\nFor end customers, this means increased capacity in both production and planning. [\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/4&#8243; uncode_shortcode_id=&#8221;152949&#8243;][vc_single_image media=&#8221;173528&#8243; media_width_use_pixel=&#8221;yes&#8221; uncode_shortcode_id=&#8221;213754&#8243; media_width_pixel=&#8221;500&#8243;][\/vc_column_inner][\/vc_row_inner][\/uncode_slider][vc_empty_space empty_h=&#8221;5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/1&#8243;][vc_empty_space empty_h=&#8221;4&#8243;][vc_row_inner][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;2\/3&#8243; uncode_shortcode_id=&#8221;804382&#8243;][vc_custom_heading text_color=&#8221;color-jevc&#8221; text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;980463&#8243; text_color_type=&#8221;uncode-palette&#8221;]<strong>Frequently asked questions about AI-as-a-Service<\/strong>[\/vc_custom_heading][\/vc_column_inner][vc_column_inner column_width_percent=&#8221;100&#8243; gutter_size=&#8221;3&#8243; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/3&#8243; uncode_shortcode_id=&#8221;156221&#8243;][vc_button size=&#8221;btn-lg&#8221; radius=&#8221;btn-circle&#8221; border_width=&#8221;0&#8243; uncode_shortcode_id=&#8221;116832&#8243; link=&#8221;url:https%3A%2F%2Fwww.algorithm-factory.com%2Ffaq-ai-as-a-service%2F|title:FAQ%20AI-as-a-Service&#8221;]View all FAQs and technical details[\/vc_button][\/vc_column_inner][\/vc_row_inner][vc_empty_space empty_h=&#8221;2&#8243; medium_visibility=&#8221;yes&#8221; mobile_visibility=&#8221;yes&#8221;][vc_accordion typography=&#8221;advanced&#8221; gutter_simple=&#8221;1&#8243; active_txt_color=&#8221;color-jevc&#8221; heading_semantic=&#8221;h4&#8243; uncode_shortcode_id=&#8221;861520&#8243; active_txt_color_type=&#8221;uncode-palette&#8221;][vc_accordion_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;When does MCP AI-as-a-Service make economic sense?&#8221; tab_id=&#8221;1773739771-1-8017773604106441782117222009&#8243;][vc_column_text text_color=&#8221;color-jevc&#8221; uncode_shortcode_id=&#8221;214290&#8243; text_color_type=&#8221;uncode-palette&#8221;]AI-as-a-Service is particularly valuable when existing planning systems no longer deliver stable or economically optimal results. This is typically the case when:<\/p>\n<ul>\n<li>production plans require frequent manual adjustments<\/li>\n<li>bottlenecks and conflicting objectives cannot be resolved systematically<\/li>\n<li>existing APS systems or rule-based approaches reach their limits under high complexity<\/li>\n<\/ul>\n<p>In these situations, AI-driven optimization enables significant improvements in delivery reliability, resource utilization, and planning stability.<\/p>\n<p>If these challenges are currently present, a structured potential assessment is the most effective next step.[\/vc_column_text][\/vc_accordion_tab][vc_accordion_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;Which planning problems can MCP AI\u2011as\u2011a\u2011Service solve?&#8221; tab_id=&#8221;1773740711161-2-617773604106441782117222009&#8243;][vc_column_text uncode_shortcode_id=&#8221;219079&#8243;]AI\u2011as\u2011a\u2011Service is well suited for complex planning problems with many interdependencies, constraints, and conflicting objectives. Typical use cases include:<\/p>\n<ul>\n<li>production detailed scheduling<\/li>\n<li>setup time optimization<\/li>\n<li>resource allocation (machines, tools, workforce)<\/li>\n<li>production leveling and batch optimization<\/li>\n<\/ul>\n<p>Wherever traditional planning approaches reach their limits, AI\u2011based optimization opens up new solution spaces.[\/vc_column_text][\/vc_accordion_tab][vc_accordion_tab gutter_size=&#8221;2&#8243; column_padding=&#8221;2&#8243; title=&#8221;What distinguishes AI-based optimization from traditional APS rules?&#8221; tab_id=&#8221;1777361162242-9-41782117222009&#8243;][vc_column_text uncode_shortcode_id=&#8221;150802&#8243;]Traditional heuristic rules make planning decisions sequentially and locally. In contrast, AI-based optimization evaluates the entire planning scenario at once and systematically considers interactions between resources, deadlines, and constraints.<\/p>\n<p>The result:<\/p>\n<ul>\n<li>more stable production plans<\/li>\n<li>improved resource utilization<\/li>\n<li>reduced trade-offs and conflictshigher economic quality of planning<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_accordion_tab][\/vc_accordion][vc_empty_space empty_h=&#8221;3&#8243;][\/vc_column][\/vc_row][vc_row row_height_percent=&#8221;0&#8243; override_padding=&#8221;yes&#8221; h_padding=&#8221;2&#8243; top_padding=&#8221;7&#8243; bottom_padding=&#8221;7&#8243; back_image=&#8221;175477&#8243; overlay_color=&#8221;color-105898&#8243; overlay_alpha=&#8221;85&#8243; gutter_size=&#8221;4&#8243; column_width_percent=&#8221;100&#8243; shift_y=&#8221;0&#8243; z_index=&#8221;0&#8243; content_parallax=&#8221;0&#8243; uncode_shortcode_id=&#8221;881514&#8243; overlay_color_type=&#8221;uncode-palette&#8221;][vc_column column_width_use_pixel=&#8221;yes&#8221; position_vertical=&#8221;middle&#8221; align_horizontal=&#8221;align_center&#8221; gutter_size=&#8221;3&#8243; style=&#8221;dark&#8221; overlay_alpha=&#8221;50&#8243; shift_x=&#8221;0&#8243; shift_y=&#8221;0&#8243; shift_y_down=&#8221;0&#8243; z_index=&#8221;0&#8243; medium_width=&#8221;0&#8243; mobile_width=&#8221;0&#8243; width=&#8221;1\/1&#8243; column_width_pixel=&#8221;800&#8243; uncode_shortcode_id=&#8221;125930&#8243;][vc_custom_heading text_size=&#8221;&#8221; uncode_shortcode_id=&#8221;666494&#8243;]Your Next Step Toward Optimized Production Planning with AI[\/vc_custom_heading][vc_column_text uncode_shortcode_id=&#8221;460674&#8243;]In a structured discussion, we\u2019ll analyze your planning challenges and show you how optimization algorithms can specifically enhance your existing systems and deliver measurable improvements. 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