{"id":45724,"date":"2025-09-30T14:36:56","date_gmt":"2025-09-30T18:36:56","guid":{"rendered":"https:\/\/blueridgeglobal.com\/?p=45724"},"modified":"2025-10-01T15:09:09","modified_gmt":"2025-10-01T19:09:09","slug":"how-to-use-ai-in-supply-chain-planning","status":"publish","type":"post","link":"https:\/\/blueridgeglobal.com\/blog\/how-to-use-ai-in-supply-chain-planning\/","title":{"rendered":"How to Start Using AI in Supply Chain Planning: Step-by-Step"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h3><strong>A Step-by-Step Path Shared by Blue Ridge Product Leaders\u00a0\u00a0<\/strong><\/h3>\n<p><span data-contrast=\"auto\">AI is transforming supply chain planning. From demand forecasting to inventory optimization, today\u2019s supply chain leaders are using AI to make smarter, faster, and more accurate decisions. <\/span><span data-contrast=\"none\">But knowing where to begin can often feel overwhelming.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In a recent Blue Ridge webinar, product leaders Steve Park, Product Manager and Austin Li, VP of Product Development didn\u2019t just define AI, they broke down how supply chain teams can adopt it safely and effectively, without disrupting operations or overcommitting to unproven tools.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u201cGartner has shared a statement that by 2027, AI will be involved in 50% of business decisions,\u201d Steve noted. <\/span><span data-contrast=\"auto\">If you\u2019re wondering how to implement AI in your supply chain, or how to choose the right software, this guide breaks down the steps to get started using AI-powered planning.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][vc_column_text]\n<h3><\/h3>\n<h3><b><span data-contrast=\"none\">Step 1: Identify High-Impact Areas\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">\u201cStart by identifying your high-impact areas,\u201d said Austin. \u201cThat\u2019s the easiest way to begin.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Look for processes that are highly manual, repetitive, or prone to delays, these are ideal for automation or augmentation. Common examples include:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Reviewing <\/span><a href=\"https:\/\/blueridgeglobal.com\/product\/demand-planning\/\"><span data-contrast=\"none\">demand<\/span><\/a><span data-contrast=\"none\"> forecasts\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Generating purchase orders\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Managing service levels across locations\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Steve offered a framework for thinking about where AI can be applied in the supply chain:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#ffde9e&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;3%&#8221; bottom_padding=&#8221;3%&#8221; left_padding_desktop=&#8221;5%&#8221; right_padding_desktop=&#8221;5%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;15px&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;Traditional AI&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; google_fonts=&#8221;font_family:Roboto%3A100%2C100italic%2C300%2C300italic%2Cregular%2Citalic%2C500%2C500italic%2C700%2C700italic%2C900%2C900italic|font_style:500%20bold%20regular%3A500%3Anormal&#8221;][vc_column_text]<span data-contrast=\"none\">Focuses on improving forecast accuracy by analyzing large volumes of structured data<\/span>[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;Generative AI&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; google_fonts=&#8221;font_family:Roboto%3A100%2C100italic%2C300%2C300italic%2Cregular%2Citalic%2C500%2C500italic%2C700%2C700italic%2C900%2C900italic|font_style:500%20bold%20regular%3A500%3Anormal&#8221;][vc_column_text]<span data-contrast=\"none\">Allows planners and buyers to interact with data using natural language (e.g., \u201cWhy did this SKU spike?\u201d)<\/span>[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;Agentic AI&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; google_fonts=&#8221;font_family:Roboto%3A100%2C100italic%2C300%2C300italic%2Cregular%2Citalic%2C500%2C500italic%2C700%2C700italic%2C900%2C900italic|font_style:500%20bold%20regular%3A500%3Anormal&#8221;][vc_column_text]<span data-contrast=\"none\">Automates actions based on data, goals, and real-time conditions\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]<span data-contrast=\"none\">These categories help teams match use cases with the right level of AI capability. <\/span><span data-contrast=\"auto\">Many teams start with AI for <\/span><a href=\"https:\/\/blueridgeglobal.com\/product\/demand-planning\/\"><span data-contrast=\"none\">demand forecasting<\/span><\/a><span data-contrast=\"auto\">, replenishment, or exception management. These are areas where intelligent planning tools can drive fast ROI and eliminate guesswork from supply chain decisions.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][vc_column_text]\n<h3><b><span data-contrast=\"none\">Step 2: Evaluate Your Data Readiness\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">\u201cAI is only as good as the data it\u2019s trained on,\u201d Austin emphasized.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Before launching any initiative, assess your data quality and completeness:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Is your historical sales data clean?\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Can you access promotional calendars, weather history, or external event data?\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Are systems connected in a way that supports centralized analysis?\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Steve shared how far <\/span><a href=\"https:\/\/blueridgeglobal.com\/datasheet\/precision-forecasting-with-ai-and-ml\/\"><span data-contrast=\"none\">modern forecasting<\/span><\/a><span data-contrast=\"none\"> has come compared to old-school time series models:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<blockquote><p><span data-contrast=\"none\">\u201cFor a long time, we relied on simple methods like moving averages. But those models are one-dimensional, they only look at past sales. Now we can bring in holiday data, weather data, social sentiment\u2026 just about anything that influences whether a customer decides to buy.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/blockquote>\n<p><b><span data-contrast=\"auto\">This ability to use contextual data is what separates legacy forecasting software from modern AI-powered supply chain platforms.<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h3><b><span data-contrast=\"none\">Step 3: Choose the Right Platform to Power AI\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Before you scale, you need the right foundation. \u201cYou can\u2019t pilot AI if your system doesn\u2019t support it,\u201d Austin hinted.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Not all supply chain software is built for AI, or even ready to support modern forecasting methods. Many <\/span><a href=\"https:\/\/blueridgeglobal.com\/blog\/why-erps-fail-at-planning-and-what-smart-supply-chain-teams-do-instead\/\"><span data-contrast=\"none\">ERP<\/span><\/a><span data-contrast=\"none\"> systems still rely on static rules, manual overrides, or simple historical averages.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To fully benefit from traditional, generative, and agentic AI, your team needs a <\/span><b><span data-contrast=\"auto\">supply chain planning software platform<\/span><\/b><span data-contrast=\"auto\"> that\u2019s purpose-built for AI, <\/span><b><span data-contrast=\"auto\">not just an ERP module or static forecasting tool.<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Look for a platform that:<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Ingests and leverages external data sources\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Supports machine learning forecasting and GenAI<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Offers explainability for user trust\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Enables plain language requests and automated recommendations\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">Blue Ridge\u2019s AI-powered <\/span><\/b><a href=\"https:\/\/blueridgeglobal.com\/product\/scp\/\"><b><span data-contrast=\"none\">supply chain planning<\/span><\/b><\/a><b><span data-contrast=\"auto\"> software<\/span><\/b><span data-contrast=\"auto\"> does exactly that, helping distributors, manufacturers, and retailers unlock faster, smarter decisions through AI.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Our platform is designed to guide you through all three levels of AI, from improved forecast accuracy to conversational GenAI to agentic automation. Whether you\u2019re piloting AI for the first time or looking to expand your capabilities, Blue Ridge gives you the tools (and the trust) to move forward confidently.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"none\">Step 4: Pilot, Measure, Improve\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Once you\u2019ve chosen a strong use case and validated your data, start small.\u00a0 \u201cCapture the results. Identify areas of improvement. Fine-tune prompts or model settings,\u201d said Austin.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The goal of the pilot isn\u2019t just functionality, it\u2019s trust. Both Steve and Austin emphasized the importance of forecast explainability, especially for planners:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<blockquote><p><span data-contrast=\"none\">\u201cThe ML forecast process can\u2019t be a black box,\u201d Steve said. \u201cWe need to build trust with the people using this data.\u201d\u00a0 \u201cOnce users see the value, they\u2019ll adopt it. But they must understand it first,\u201d Austin added.\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/blockquote>\n<p><span data-contrast=\"none\">In practical terms, that means pilots should:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Show before\/after forecast performance\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Surface <\/span><i><span data-contrast=\"none\">why<\/span><\/i><span data-contrast=\"none\"> a recommendation changed\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Give users opportunities to challenge or confirm results<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Whether you\u2019re testing AI-generated forecasts or exploring GenAI features like \u201cWhy is this SKU out of stock?\u201d, the right software makes piloting safe, measurable, and easy to scale.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h3><b><span data-contrast=\"none\">Step 5: Scale to More Products and Locations\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">If your pilot delivers clear ROI, such as improved accuracy, fewer stockouts, or faster ordering, it\u2019s time to scale.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u201cOnce you have one successful implementation under your belt,\u201d Austin said, \u201ctackle the next priority that was identified earlier on.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Expansion might mean:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Adding more product categories\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Including additional distribution centers or store locations\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Enabling more team members to use AI-powered tools\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">As this happens, your organization may move through the three levels of human involvement that Steve described:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\"><strong>In the loop:<\/strong> Human uses the AI\u2019s data analysis output to make decisions (Traditional AI)\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\"><strong>On the loop:<\/strong> AI suggests actions; human selects the best one (Generative AI)\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\"><strong>Out of the loop:<\/strong> AI makes decisions; human reviews or approves (Agentic AI)\u00a0<\/span><\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#f8f8f8&#8243; scene_position=&#8221;center&#8221; top_padding=&#8221;3%&#8221; bottom_padding=&#8221;3%&#8221; left_padding_desktop=&#8221;5%&#8221; right_padding_desktop=&#8221;5%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;15px&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;In the Loop&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; google_fonts=&#8221;font_family:Roboto%3A100%2C100italic%2C300%2C300italic%2Cregular%2Citalic%2C500%2C500italic%2C700%2C700italic%2C900%2C900italic|font_style:500%20bold%20regular%3A500%3Anormal&#8221;][vc_column_text]<span class=\"TextRun SCXW163586880 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW163586880 BCX0\">Human uses the AI\u2019s<\/span><span class=\"NormalTextRun SCXW163586880 BCX0\"> data analysis<\/span> <span class=\"NormalTextRun CommentStart SCXW163586880 BCX0\">output <\/span><span class=\"NormalTextRun SCXW163586880 BCX0\">to make decisions <\/span><\/span><\/p>\n<p><span class=\"TextRun SCXW163586880 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW163586880 BCX0\">(Traditional AI)\u00a0<\/span><\/span><span class=\"EOP SCXW163586880 BCX0\" data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;On the Loop&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; google_fonts=&#8221;font_family:Roboto%3A100%2C100italic%2C300%2C300italic%2Cregular%2Citalic%2C500%2C500italic%2C700%2C700italic%2C900%2C900italic|font_style:500%20bold%20regular%3A500%3Anormal&#8221;][vc_column_text]<span class=\"NormalTextRun SCXW267956594 BCX0\">AI suggests<\/span><span class=\"NormalTextRun SCXW267956594 BCX0\"> actions<\/span><span class=\"NormalTextRun SCXW267956594 BCX0\">; <\/span><span class=\"NormalTextRun SCXW267956594 BCX0\">human selects<\/span><span class=\"NormalTextRun SCXW267956594 BCX0\"> the best one <\/span><\/p>\n<p><span class=\"NormalTextRun SCXW267956594 BCX0\">(Generative AI)\u00a0<\/span>[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;Out of the Loop&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; google_fonts=&#8221;font_family:Roboto%3A100%2C100italic%2C300%2C300italic%2Cregular%2Citalic%2C500%2C500italic%2C700%2C700italic%2C900%2C900italic|font_style:500%20bold%20regular%3A500%3Anormal&#8221;][vc_column_text]<span class=\"TextRun SCXW222219733 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW222219733 BCX0\">AI makes decisions; human reviews or approves <\/span><\/span><\/p>\n<p><span class=\"TextRun SCXW222219733 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW222219733 BCX0\">(Agentic AI)\u00a0<\/span><\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]<span data-contrast=\"none\">Understanding where you are<\/span><span data-contrast=\"none\">, and where you\u2019re comfortable going, is key.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;10&#8243;][vc_column_text]\n<h3><b><span data-contrast=\"none\">Step 6:<\/span><\/b> <b><span data-contrast=\"none\">Train, Promote, and Drive Adoption\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">\u201cTrust isn\u2019t built overnight,\u201d Austin reminded listeners. \u201cKeep the human in the loop.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Even with high-performing AI, adoption hinges on user experience and communication. Make sure you:\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Train users on how the system works\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Provide clear, explainable output\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Promote AI as a companion, not a replacement\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u201cIn traditional AI, a planner researches and chooses option A. With generative AI, the system presents options A, B, and C, and the planner selects. With agentic AI, the system acts, and the planner either agrees or provides feedback,\u201d Steve said.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">This isn\u2019t about removing people. It\u2019s about giving them smarter tools to make better, faster decisions.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:433,&quot;335559739&quot;:0,&quot;335559991&quot;:434}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u201cEveryone comes to work trying to do their best,\u201d Austin said.\u00a0 \u201cYour AI solution should act as a companion to increase everyone&#8217;s effectiveness.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0,&quot;335559991&quot;:1}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">With the right roadmap, starting small, validating results, selecting the right platform, and focusing on trust, your supply chain team can unlock the power of AI today.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h3><b><span data-contrast=\"none\">Want to Hear the Full Discussion?\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\n<p><b><span data-contrast=\"auto\">Want to see how supply chain teams are using AI today?<\/span><\/b><br \/>\n<span data-contrast=\"auto\"> Watch our on-demand webinar to learn how Traditional AI, Generative AI, and Agentic AI are transforming forecasting, planning, and inventory management, and how platforms like Blue Ridge make it easy to get started.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:-1,&quot;335559739&quot;:0}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;50&#8243;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;50&#8243;][nectar_btn size=&#8221;large&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Accent-Color&#8221; icon_family=&#8221;none&#8221; url=&#8221;https:\/\/blueridgeglobal.com\/webinars-podcasts\/ais-role-in-todays-supply-chain\/&#8221; text=&#8221;Watch the Recording&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h3><b><span data-contrast=\"none\">FAQs<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<h4><b><span data-contrast=\"auto\">What is the best way to start using AI in supply chain planning?<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Start small. Focus on high-impact areas like demand forecasting, replenishment, or service level management. Run a pilot using clean, structured data and measure the results. Once you\u2019ve proven value, scale.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"auto\">Do I need special software to use AI in supply chain?<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Yes. Most ERP systems aren&#8217;t built to support modern AI. To take full advantage of Traditional, Generative, and Agentic AI, you need a supply chain planning platform that\u2019s purpose-built for AI, like Blue Ridge. Look for features like machine learning forecasting, external data integration, explainability, and natural language interaction.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"auto\">What types of AI are used in supply chain planning?<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Three levels of AI in supply chain:<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li><b><span data-contrast=\"auto\">Traditional AI<\/span><\/b><span data-contrast=\"auto\">: Uses machine learning to improve forecast accuracy<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Generative AI<\/span><\/b><span data-contrast=\"auto\">: Allows planners to ask questions using natural language (e.g., \u201cWhy is this SKU out of stock?\u201d)<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Agentic AI<\/span><\/b><span data-contrast=\"auto\">: Automates actions based on real-time data, without needing human input<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h4><b><span data-contrast=\"auto\">How can I make sure my team trusts the AI?<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Start with explainability. Your platform should show users <\/span><i><span data-contrast=\"auto\">why<\/span><\/i><span data-contrast=\"auto\"> a forecast changed and let them validate or challenge the recommendation. Building trust leads to adoption.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"auto\">What are common mistakes when adopting AI in supply chain?<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h4>\n<ul>\n<li><span data-contrast=\"auto\">Starting too broad<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Using poor-quality data<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Skipping pilot phases<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Failing to train end users<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Not following IT governance<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221;&#8230;<\/p>\n","protected":false},"author":44,"featured_media":45736,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[63],"tags":[90,193,49],"scp_topic":[],"sector":[],"technology":[],"class_list":{"0":"post-45724","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-blog","8":"tag-ai-and-machine-learning","9":"tag-genai","10":"tag-supply-chain-planning","11":"industry-other","12":"product-scp"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/posts\/45724","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/users\/44"}],"replies":[{"embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/comments?post=45724"}],"version-history":[{"count":14,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/posts\/45724\/revisions"}],"predecessor-version":[{"id":45789,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/posts\/45724\/revisions\/45789"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/media\/45736"}],"wp:attachment":[{"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/media?parent=45724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/categories?post=45724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/tags?post=45724"},{"taxonomy":"scp_topic","embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/scp_topic?post=45724"},{"taxonomy":"sector","embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/sector?post=45724"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/blueridgeglobal.com\/wp-json\/wp\/v2\/technology?post=45724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}