{"id":4203,"date":"2025-08-14T13:49:14","date_gmt":"2025-08-14T17:49:14","guid":{"rendered":"https:\/\/4f3b7e0f0f63b0d70d5ea4bd93f99f16\/?p=4203"},"modified":"2025-08-14T13:54:04","modified_gmt":"2025-08-14T17:54:04","slug":"ai-in-warehouse-practical-playbook","status":"publish","type":"post","link":"https:\/\/locusrobotics.com\/blog\/ai-in-warehouse-practical-playbook","title":{"rendered":"How to Apply AI in Your Warehouse: A Practical Playbook for Real Results\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4203\" class=\"elementor elementor-4203\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7e25397 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e25397\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-62e7d35\" data-id=\"62e7d35\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc7e067 elementor-widget elementor-widget-breadcrumb\" data-id=\"cc7e067\" data-element_type=\"widget\" data-widget_type=\"breadcrumb.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<section class=\"breadcrumb-section\">\n    <div class=\"container\">\n                <div id=\"breadcrumbs\" data-module=\"Breadcrumbs\" data-is-yoast=\"true\"><span><span><a href=\"https:\/\/locusrobotics.com\/\">Home<\/a><\/span><\/span><\/div>            <\/div>\n<section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41f1605 elementor-widget elementor-widget-hero-banner-blog\" data-id=\"41f1605\" data-element_type=\"widget\" data-widget_type=\"hero-banner-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"hero-banner-blog light-gray-blue-bg\" data-module=\"HeroBannerBlog\">\n    <div class=\"container hero-banner-container\">\n        <div class=\"hero-banner-left-content\">\n                        <div class=\"pre-heading\">August 14, 2025<\/div>\n            <h1 class=\"hero-heading\">How to Apply AI in Your Warehouse: A Practical Playbook for Real Results\u00a0<\/h1>\n                            <a href=\"\/blog\/?f_viewall=0&f_page=1&f_posttype=post&f_limit=9&f_search=&f_industries=&f_solutions=&author_id=5#content-filter\">\n                    <p class=\"p-regular author\">\n                        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/10\/Author-icon.svg\" alt=\"Author Icon\">\n                        <span class=\"author-name\">Mary Hart<\/span><span class=\"author-position\">, Sr. Content Marketing Manager<\/span>\n                    <\/p>\n                <\/a>\n                    <\/div>\n        <div class=\"hero-banner-right-content\">\n            <div class=\"hero-thumbnail\">\n                <img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot.jpg\" class=\"image\" alt=\"Oscar Mendez\" srcset=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot.jpg 800w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot-300x300.jpg 300w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot-150x150.jpg 150w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot-768x768.jpg 768w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot-400x400.jpg 400w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/08\/Oscar-headshot-510x510.jpg 510w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-94e872f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"94e872f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9dfedf5\" data-id=\"9dfedf5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc0d742 elementor-widget elementor-widget-content-blog-news-post\" data-id=\"cc0d742\" data-element_type=\"widget\" data-widget_type=\"content-blog-news-post.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<section class=\"content-blog-news-post\" id=\"content-blog-news-post\" data-module=\"ContentBlogNewsPost\">\n        <section class=\"post-content-item-section white-bg\">\n        <div class=\"container\">\n            <div class=\"content-blog-news-post-content\">\n                <p><span data-contrast=\"auto\">For all the headlines about artificial intelligence (AI) changing warehouses, the reality on the ground is more nuanced, with many leaders asking the same questions: Where does AI actually help? How do we separate the hype from real ROI? And what can we <\/span><i><span data-contrast=\"auto\">do today<\/span><\/i><span data-contrast=\"auto\"> that sets us up for tomorrow?<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">That\u2019s why I sat down with Oscar Mendez, Head of AI and Data Science at Locus Robotics, on the <\/span><a href=\"https:\/\/locusrobotics.com\/resources\/podcast\/warehouse-automation-matters-episode-24-real-ai-warehouses\"><i><span data-contrast=\"none\">Warehouse Automation Matters<\/span><\/i><\/a><a href=\"https:\/\/locusrobotics.com\/resources\/podcast\/warehouse-automation-matters-episode-24-real-ai-warehouses\"><span data-contrast=\"none\"> podcast<\/span><\/a><span data-contrast=\"auto\">. Our conversation focused not on future promises, but actionable ways to make AI work <\/span><i><span data-contrast=\"auto\">right now<\/span><\/i><span data-contrast=\"auto\">, which resulted in this playbook based on that discussion.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><h2 aria-level=\"3\"><b><span data-contrast=\"none\">Start with the Business Value of AI in the Warehouse<\/span><\/b><\/h2><p><span data-contrast=\"auto\">Mendez made it clear that AI should be framed around business impact, not just clever capabilities.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u201cYou\u2019re not just asking, 'does the robot do the thing?'\u201d he said. \u201cYou\u2019re asking, 'does the thing make sense for the business?'\"<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">That shift in mindset drives everything at Locus, where AI exists to improve throughput, reduce walking, optimize labor, and increase safety.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">Your Move:<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Audit your top warehouse KPIs and think UPH, LPH, travel time, training time<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Identify where AI can have measurable impact on those metrics, not just where it might look impressive<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><h2 aria-level=\"3\"><b><span data-contrast=\"none\">Build AI Like a Ladder: One ROI Step at a Time<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;335559738&quot;:280,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">One of the most powerful frameworks Mendez shared was the \"AI complexity ladder.\" Rather than leap straight to foundation models or LLMs, Locus focuses on <\/span><i><span data-contrast=\"auto\">atomic building blocks<\/span><\/i><span data-contrast=\"auto\"> that solve one clear problem at a time, with each unlocking the next.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">For example:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">An object detector helps a robot <\/span><a href=\"https:\/\/locusrobotics.com\/blog\/robots-forklifts-ai-safety\"><span data-contrast=\"none\">avoid a forklift<\/span><\/a><span data-contrast=\"auto\"> (value: improved safety)<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">That powers better navigation (value: smoother traffic flow)<\/span><span data-ccp-props=\"{&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Which enables dynamic rerouting (value: improved throughput)<\/span><span data-ccp-props=\"{&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Which sets the foundation for warehouse-wide orchestration<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><p><b><span data-contrast=\"auto\">Your Move:<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Start by deploying AI in narrowly scoped tasks with clear business metrics<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Use each win to justify the next step up the ladder<\/span><span data-ccp-props=\"{&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Ask your vendors to show <\/span><i><span data-contrast=\"auto\">how each AI feature delivers ROI today<\/span><\/i><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><h2 aria-level=\"3\"><b><span data-contrast=\"none\">Prioritize Physical AI That Works in Your Real Environment<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;335559738&quot;:280,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">\"Physical AI\" was another core theme. At Locus, AI is embodied in the robots, adapting on the fly to unexpected changes in the warehouse.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Mendez put it plainly: \u201cThis adaptability is key for brownfield sites. AI can navigate noise, blind spots, even shifts in sunlight that affect sensors.\"<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">Your Move:<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Assess how adaptable your current tech stack is to unexpected inputs (like traffic, changes in lighting, or congestion)<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Consider solutions that have been field-tested in brownfield warehouses, and not just purpose-built demos<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><h2 aria-level=\"3\"><b><span data-contrast=\"none\">Use AI to Orchestrate Labor, Not Just Machines<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;335559738&quot;:280,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">AI isn\u2019t just about smarter robots. It\u2019s about smarter <\/span><b><span data-contrast=\"auto\">collaboration<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">One of the most direct examples of this at Locus is system-directed labor. At the end of each pick, the robot tells the associate where to go next, which reduces decision fatigue, boosts productivity, and helps balance labor across the floor.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u201cIt\u2019s team-based optimization,\u201d Mendez explained. \u201cWe\u2019re orchestrating people and robots together.\"<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">Your Move:<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Look for ways to integrate labor guidance into your AI roadmap<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Track metrics like walking time, idle time, and training time before\/after rollout<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><h2 aria-level=\"3\"><b><span data-contrast=\"none\">Make Trust and Explainability Non-Negotiable<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;335559738&quot;:280,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">The more AI influences decisions, the more critical it becomes for that AI to be explainable.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u201cWe want our customers to trust the system,\u201d Mendez said. \u201cThat means being able to explain what the AI is doing, why, and how it\u2019s making those decisions.\"<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Locus AI is designed to be interpretable, externally explainable, and ultimately self-explainable. Imagine a future where bots give real-time commentary: \"Rerouting due to congestion near Aisle 4.\"<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">Your Move:<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Ask how your AI vendors enable interpretability for your team<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Consider how explainability could shorten training time or speed up response during peak<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><h2 aria-level=\"3\"><b><span data-contrast=\"none\">Leverage Real-World Data at Scale<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;335559738&quot;:280,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">Finally, Oscar emphasized what makes Locus\u2019 AI engine powerful: <\/span><b><span data-contrast=\"auto\">volume and quality of data.<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">30 GB per second of data from 15,000+ bots<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">100,000+ human-robot interactions across 350+ cities<\/span><span data-ccp-props=\"{&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">5+ billion units picked and analyzed<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">This depth of real-world, live warehouse data is what allows the AI to adapt and improve rapidly. The added benefit of using real warehouse data is better results, as synthetic or small data sets can lead to erroneous conclusions. <\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">Your Move:<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Ask your partners what data their AI is trained on: simulation or real-world picks?<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Look for a track record of AI improving over time with scale<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:200}\">\u00a0<\/span><\/li><\/ul><h2 aria-level=\"3\"><b><span data-contrast=\"none\">The Warehouse AI Bottom Line: Don\u2019t Wait for the Future<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;335559738&quot;:280,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">The best part about this playbook? You don\u2019t have to wait years for the promise of AI to pay off. Locus is proving that it can deliver real results right now.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u201cEach step along the way should deliver ROI,\u201d Mendez said. \u201cThat\u2019s how you know it\u2019s working.\u201d<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Want to hear the full breakdown from Oscar Mendez himself? <\/span><a href=\"https:\/\/locusrobotics.com\/resources\/podcast\/warehouse-automation-matters-episode-24-real-ai-warehouses\"><span data-contrast=\"none\">Listen to our full conversation<\/span><\/a><span data-contrast=\"auto\"> on <\/span><i><span data-contrast=\"auto\">Warehouse Automation Matters<\/span><\/i><span data-contrast=\"auto\">. It\u2019s packed with ideas you can apply immediately.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:300,&quot;335559739&quot;:300}\">\u00a0<\/span><\/p>                <\/div>\n            <\/div>\n        <\/section>\n    <\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e7e3e5f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e7e3e5f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-915a68d\" data-id=\"915a68d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6875901 elementor-widget elementor-widget-content-featured-resources-tiles\" data-id=\"6875901\" data-element_type=\"widget\" data-widget_type=\"content-featured-resources-tiles.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<section\n\tclass=\"content-featured-resources-tiles section-padding-top section-padding-bottom light-gray-blue-bg\"\n\tdata-module='ContentFeaturedResourceTiles' data-progress-label=\"Featured Resource\">\n\t<div class=\"container\">\n\t\t<div class=\"heading text-center\">\n\t\t\t<h2>\n\t\t\t\tFeatured Resources\t\t\t<\/h2>\n\t\t<\/div>\n\t\t<div class=\"tiles\">\n\t\t\t<!-- Slider main container -->\n\t\t\t<div class=\"swiper\">\n\t\t\t\t<!-- Additional required wrapper -->\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\n        \n        <a href=\"https:\/\/locusrobotics.com\/blog\/workforce-predictions-ai\" target=\"_self\" data-module=\"ResourceCard\" class=\"resource-card more-specific \" style=\"--card-color: #27aae1\">\n        \n\n                    <div class='image-wrap'>\n                <img decoding=\"async\" width=\"510\" height=\"383\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-510x383.jpg\" class=\"image\" alt=\"Man standing in front of a Locus Origin bot with recruiting posters\" srcset=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-510x383.jpg 510w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-300x225.jpg 300w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-1024x768.jpg 1024w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-768x576.jpg 768w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-1536x1152.jpg 1536w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-2048x1536.jpg 2048w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-400x300.jpg 400w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2071-1200x900.jpg 1200w\" sizes=\"(max-width: 510px) 100vw, 510px\" \/>                <div class='overlay'>\n                    <img decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2023\/08\/Article-Icon-1.svg\" class=\"icon\" alt=\"\" \/>                    Article                <\/div>\n            <\/div>\n        \n        <div class='text-wrap'>\n                            <h6>Predictions for Talent in 2026: Navigating Uncertainty, AI, and Generational Shifts\u00a0\u00a0<\/h6>\n                        <div class=\"cta-row\">\n                <div class=\"locus-btn locus-btn-link\">\n                    Read More                <\/div>\n                \n                            <\/div>\n        <\/div>\n        <\/a>\n            \t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\n        \n        <a href=\"https:\/\/locusrobotics.com\/blog\/dawn-r2g-first-locus-array-shipped\" target=\"_self\" data-module=\"ResourceCard\" class=\"resource-card more-specific \" style=\"--card-color: #27aae1\">\n        \n\n                    <div class='image-wrap'>\n                <img loading=\"lazy\" decoding=\"async\" width=\"510\" height=\"680\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-510x680.jpg\" class=\"image\" alt=\"Locus Array at DHL\" srcset=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-510x680.jpg 510w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-225x300.jpg 225w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-768x1024.jpg 768w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-1152x1536.jpg 1152w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-1536x2048.jpg 1536w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-300x400.jpg 300w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-400x533.jpg 400w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-1200x1600.jpg 1200w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_2954-scaled.jpg 1920w\" sizes=\"(max-width: 510px) 100vw, 510px\" \/>                <div class='overlay'>\n                    <img decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2023\/08\/Article-Icon-1.svg\" class=\"icon\" alt=\"\" \/>                    Article                <\/div>\n            <\/div>\n        \n        <div class='text-wrap'>\n                            <h6>The Dawn of Robots-to-Goods: Locus Robotics Ships its First Array Units to DHL\u00a0\u00a0<\/h6>\n                        <div class=\"cta-row\">\n                <div class=\"locus-btn locus-btn-link\">\n                    Read More                <\/div>\n                \n                            <\/div>\n        <\/div>\n        <\/a>\n            \t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\n        \n        <a href=\"https:\/\/locusrobotics.com\/blog\/ss-activewear-scale-warehouse-robots\" target=\"_self\" data-module=\"ResourceCard\" class=\"resource-card more-specific \" style=\"--card-color: #27aae1\">\n        \n\n                    <div class='image-wrap'>\n                <img loading=\"lazy\" decoding=\"async\" width=\"510\" height=\"680\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-510x680.jpg\" class=\"image\" alt=\"SS Activewear Locus Origins in warehouse\" srcset=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-510x680.jpg 510w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-225x300.jpg 225w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-768x1024.jpg 768w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-1152x1536.jpg 1152w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-1536x2048.jpg 1536w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-300x400.jpg 300w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-400x533.jpg 400w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-1200x1600.jpg 1200w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/IMG_8603-scaled.jpg 1920w\" sizes=\"(max-width: 510px) 100vw, 510px\" \/>                <div class='overlay'>\n                    <img decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2023\/08\/Article-Icon-1.svg\" class=\"icon\" alt=\"\" \/>                    Article                <\/div>\n            <\/div>\n        \n        <div class='text-wrap'>\n                            <h6>How S&amp;S Activewear Scaled Smarter with Warehouse Robots<\/h6>\n                        <div class=\"cta-row\">\n                <div class=\"locus-btn locus-btn-link\">\n                    Read More                <\/div>\n                \n                            <\/div>\n        <\/div>\n        <\/a>\n            \t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\n        \n        <a href=\"https:\/\/locusrobotics.com\/blog\/brushing-quishing-warehouse-cybersecurity\" target=\"_self\" data-module=\"ResourceCard\" class=\"resource-card more-specific \" style=\"--card-color: #27aae1\">\n        \n\n                    <div class='image-wrap'>\n                <img loading=\"lazy\" decoding=\"async\" width=\"510\" height=\"625\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/08be111b-0612-428b-8ede-7a2156e3eeef-510x625.jpg\" class=\"image\" alt=\"Man and woman outside of a building at a conference\" srcset=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/08be111b-0612-428b-8ede-7a2156e3eeef-510x625.jpg 510w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/08be111b-0612-428b-8ede-7a2156e3eeef-245x300.jpg 245w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/08be111b-0612-428b-8ede-7a2156e3eeef-300x368.jpg 300w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/08be111b-0612-428b-8ede-7a2156e3eeef-400x490.jpg 400w, https:\/\/locusrobotics.com\/wp-content\/uploads\/2025\/11\/08be111b-0612-428b-8ede-7a2156e3eeef.jpg 672w\" sizes=\"(max-width: 510px) 100vw, 510px\" \/>                <div class='overlay'>\n                    <img decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/locusrobotics.com\/wp-content\/uploads\/2023\/08\/Article-Icon-1.svg\" class=\"icon\" alt=\"\" \/>                    Article                <\/div>\n            <\/div>\n        \n        <div class='text-wrap'>\n                            <h6>Brushing,\u00a0Quishing, and Holiday Scams: What to Know Before You Scan\u00a0<\/h6>\n                        <div class=\"cta-row\">\n                <div class=\"locus-btn locus-btn-link\">\n                    Read More                <\/div>\n                \n                            <\/div>\n        <\/div>\n        <\/a>\n            \t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<!-- If we need pagination -->\n\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\n\t\t\t\t<!-- If we need navigation buttons -->\n\t\t\t\t<div class=\"swiper-button-prev\"><\/div>\n\t\t\t\t<div class=\"swiper-button-next\"><\/div>\n\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t<\/div>\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dc0cfcf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dc0cfcf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-355519d\" data-id=\"355519d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Discover practical ways to apply AI in your warehouse with expert insights from Oscar Mendez, focusing on real ROI, physical AI, and step-by-step implementation strategies.<\/p>\n","protected":false},"author":5,"featured_media":4183,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[69,73,74],"solution_type":[],"industry_type":[],"country":[],"post_folder":[],"class_list":["post-4203","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-decision-making","tag-fulfillment","tag-warehouse-automation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Apply AI in Your Warehouse: A Playbook<\/title>\n<meta name=\"description\" content=\"Discover practical ways to apply AI in your warehouse with expert insights from Oscar Mendez, focusing on real ROI and physical AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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