{"id":25342,"date":"2025-03-26T07:13:03","date_gmt":"2025-03-26T11:13:03","guid":{"rendered":"https:\/\/partech.com\/?p=25342"},"modified":"2025-10-10T10:02:01","modified_gmt":"2025-10-10T14:02:01","slug":"unlock-the-future-of-ai-with-par-ops-forecasting","status":"publish","type":"post","link":"https:\/\/partech.com\/2025\/03\/26\/unlock-the-future-of-ai-with-par-ops-forecasting\/","title":{"rendered":"Unlock the Future of AI with PAR OPS Forecasting"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"25342\" class=\"elementor elementor-25342\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-faf1c8b e-flex e-con-boxed e-con e-parent\" data-id=\"faf1c8b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68c609d elementor-widget elementor-widget-heading\" data-id=\"68c609d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Are you ready to take your restaurant operations to the next level<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef8470a elementor-widget elementor-widget-text-editor\" data-id=\"ef8470a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPAR OPS\u2019s newest AI Forecasting model is here and it is set to revolutionize the way restaurants forecast and manage their operations. This advanced forecasting model is designed to refine how owners, operators, and franchisees predict inventory, labor, food prep, and ordering, enabling smarter decision-making at every level of the business. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00eac7d elementor-widget elementor-widget-heading\" data-id=\"00eac7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI Forecasting, Increased Profitability <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-067d3f3 elementor-widget elementor-widget-text-editor\" data-id=\"067d3f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPrecise forecasting is essential for success. PAR OPS AI Forecasting takes the guesswork out of restaurant management by providing detailed predictions across essential areas of your operations: \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53eb832 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"53eb832\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Inventory Management:<\/strong> Control purchasing costs and ensure you always have the right amount of stock.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Labor Optimization:<\/strong> Prevent overstaffing during slow periods and understaffing during peak periods, by <strong>accurately<\/strong> predicting demand and scheduling staff for the best service without overspending.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Streamline Food Prep:<\/strong> Forecast prep needs in 15-minute intervals, ensuring your team preps the right amount of food at the right time \u2013 minimizing food waste and maximizing kitchen efficiency.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Exact Ordering:<\/strong> Order the perfect amount of stock with precise demand prediction, avoiding excess inventory and reducing last-minute supplier adjustments. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cf8aaf elementor-widget elementor-widget-heading\" data-id=\"4cf8aaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Benefits of AI Forecasting<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8ef4ce elementor-widget elementor-widget-text-editor\" data-id=\"a8ef4ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWith AI forecasting becoming increasingly popular, how can you ensure you pick the best partner to deliver a solution that drives real improvements? Simple\u2014measure what matters. PAR OPS AI Forecasting is committed to delivering valuable tools that help you optimize operations without the fluff or buzzwords. Here\u2019s why it stands out: \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4bcd71 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"f4bcd71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Deeper, digestible insights:<\/strong> Uncover intricate patterns and non-linear trends in your data that traditional forecasting models can miss, presenting them in clear, actionable insights for faster decision-making. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Constant Adaptability:<\/strong> As your operations evolve, PAR OPS AI Forecasting model continuously learns from new data and changing patterns without need for human intervention. It adjusts its forecasting constantly, reducing the need for manual adjustments and manual analyses. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Increasing Reliability:<\/strong> With continuous refinement, PAR OPS AI Forecasting steadily improves its predictions over time, helping reduce errors and increase the reliability of your forecasts, driving more accurate operations across the board.      <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3123c4f elementor-widget elementor-widget-heading\" data-id=\"3123c4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Real Improvements, Proven Performance: AI vs. Traditional Forecasting<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c94c105 elementor-widget elementor-widget-text-editor\" data-id=\"c94c105\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tUsing an AI Forecasting model should lead to more reliable predictions. To truly understand its impact, we evaluated the model\u2019s performance when forecasting up to 21 days in advance, both at the daily and hourly levels. Forecast accuracy isn&#8217;t just crucial for daily or weekly planning\u2014every hour matters when it comes to optimizing prep and scheduling levels. When it comes to forecasting, results speak louder than words. Here\u2019s how we measure success:  \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2b5456 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"c2b5456\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Revenue-Weighted Mean Absolute Percentage Error (RW-MAPE):<\/strong> Similar to MAPE, but it puts more weight on observations with higher contributions to total revenue. This ensures that our model is particularly effective for high-revenue periods, which are crucial for your business. When comparing our new AI model to the existing model, an overall <strong>18.39% improvement was recognized, reducing the error by 2.06%<\/strong> at the daily level.  <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Mean Absolute Percentage Error (MAPE):<\/strong> This metric shows the relative difference (in %) between the actual and predicted values. When comparing our new AI model to the existing model, an overall 10.35% improvement<\/strong> was recognized, <strong>reducing the error by 1.51%<\/strong> at the daily level.  At the hourly level, an overall <strong>8.18% improvement<\/strong> was recognized, <strong>reducing the error by 3.25%<\/strong><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c7805a elementor-widget elementor-widget-heading\" data-id=\"3c7805a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Daily<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f53d06 elementor-widget elementor-widget-image\" data-id=\"4f53d06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image1-1024x512.png\" class=\"attachment-large size-large wp-image-25345\" alt=\"Comparison of Production vs Challenger Model\" srcset=\"https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image1-1024x512.png 1024w, https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image1-300x150.png 300w, https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image1-768x384.png 768w, https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image1-1536x768.png 1536w, https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image1-2048x1024.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a80a284 elementor-widget elementor-widget-heading\" data-id=\"a80a284\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Hourly<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3dc56a elementor-widget elementor-widget-image\" data-id=\"d3dc56a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"888\" height=\"444\" src=\"https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image2.jpeg\" class=\"attachment-large size-large wp-image-25344\" alt=\"Comparison of Production vs Challenger Model\" srcset=\"https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image2.jpeg 888w, https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image2-300x150.jpeg 300w, https:\/\/partech.com\/wp-content\/uploads\/2025\/03\/image2-768x384.jpeg 768w\" sizes=\"(max-width: 888px) 100vw, 888px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e371d5 elementor-widget elementor-widget-text-editor\" data-id=\"5e371d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tDoes your forecasting technology promise improvement at every level?  If not, you\u2019re leaving dollars on the table. Measure what matters to you and join the growing number of restaurant operators who are transforming their businesses with cutting-edge forecasting technology. Don&#8217;t get left behind\u2014see how AI can transform your forecasting strategy. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b0c7bc9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b0c7bc9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-d0cbcbe\" data-id=\"d0cbcbe\" data-element_type=\"column\" data-e-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-0f8fe2a elementor-widget elementor-widget-heading\" data-id=\"0f8fe2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Contact Us to learn how our AI Forecasting model can elevate your restaurant.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0431855 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"0431855\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/partech.com\/products\/par-ops-lp\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact Us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Are you ready to take your restaurant operations to the next level PAR OPS\u2019s newest AI Forecasting model is here and it is set to revolutionize the way restaurants forecast and manage their operations. This advanced forecasting model is designed to refine how owners, operators, and franchisees predict inventory, labor, food prep, and ordering, enabling&#8230;<\/p>\n","protected":false},"author":14,"featured_media":25346,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","footnotes":""},"categories":[22],"tags":[],"class_list":["post-25342","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-back-of-house"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v26.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unlock the Future of AI with PAR OPS Forecasting - PAR Technology Blog<\/title>\n<meta name=\"description\" content=\"Unlock the Future of AI with PAR OPS Forecasting by PAR Technology . 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