{"id":20885,"date":"2026-01-07T19:31:15","date_gmt":"2026-01-07T19:31:15","guid":{"rendered":"https:\/\/plgconsulting.com\/?p=20885"},"modified":"2026-01-07T21:46:44","modified_gmt":"2026-01-07T21:46:44","slug":"operationalexcellence","status":"publish","type":"post","link":"https:\/\/plgconsulting.com\/operationalexcellence\/","title":{"rendered":"The Science of Operational Excellence and Continuous Improvement"},"content":{"rendered":"<div class=\"breadcrumbs\">\n<div>\n<div class=\"breadcrumb-content-inner\">\n<div id=\"block-breadcrumbs\" class=\"text-dark block gva-block-breadcrumb block-system block-system-breadcrumb-block no-title\">\n<div class=\"breadcrumb-style\">\n<div class=\"clearfix\">\n<div class=\"content-inner\">\n<div class=\"\">\n<div class=\"content block-content\">\n<nav class=\"breadcrumb\" role=\"navigation\"><span style=\"font-weight: 800; letter-spacing: 0px;\">The Science of Operational Excellence and Continuous Improvement<\/span><\/nav>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"main-content-inner\">\n<div class=\"content-main\">\n<div id=\"block-dnc-theme-content\" class=\"block block-system block-system-main-block no-title\">\n<div class=\"content block-content\">\n<article class=\"node node-detail node--type-article node--view-mode-full clearfix\" data-history-node-id=\"35326\">\n<div class=\"row details-page\">\n<div class=\"col-lg-12 col-md-12 col-sm-12 col-xs-12 details-wrapper post-block node-details-wrapper\">\n<div class=\"post-top\">\n<div class=\"author-list\"><span class=\"post-created\">Dec 26, 2025\u00a0<\/span>| By:\u00a0<a href=\"https:\/\/www.tradeandindustrydev.com\/tid-contributors\/candy-mitchell-35327\" target=\"_blank\" rel=\"noopener\">Candy Mitchell<\/a><\/div>\n<div class=\"sub-title\"><\/div>\n<\/div>\n<div class=\"post-thumbnail node-detail-pages\"><img decoding=\"async\" title=\"The Science of Operational Excellence and Continuous Improvement \" src=\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a\" alt=\"\" \/><\/div>\n<div class=\"body-content\">\n<p><strong>In the current global manufacturing environment\u00a0<\/strong>driven by volatility, unstable workforces and rapid technological advancement, a focus on basic efficiency is insufficient. The pursuit of productivity and a calculated operational transformation must be intentional, planned and integrated into the company\u2019s strategy.<span class=\"Apple-converted-space\">\u00a0\u00a0<\/span>An organization\u2019s internal capacity for continuous value capture now defines its future and overall competitive advantage. Operational excellence is defined by an in-depth, repeatable method for creating productivity value through process creation.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>The core piece of any successful operational transformation is leadership buy-in. The entire process of seeking continuous improvement and achieving operational excellence will not work unless leadership is the driving force at all levels of the organization. If that initial leadership commitment isn\u2019t firmly in place, even the most compelling data will not drive action or any positive data that eventually results from improvement efforts will not be sustainable.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>For senior leadership planning for 2026 and beyond, the focus on operational excellence is not optional, but instead a necessary step to move from focusing on day-to-day to proactively realizing continuous value.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>A Clear Analysis Backed by Data<\/strong><span class=\"Apple-converted-space\"><strong>\u00a0<\/strong><\/span><\/p>\n<figure class=\"align-left\" role=\"group\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/users\/user4446\/Supplyphoto4_Ahmadrizal7373_Dreamstime.com_.jpg\" alt=\"A Clear Analysis Backed by Data Supply\" width=\"476\" height=\"357\" data-entity-type=\"file\" data-entity-uuid=\"1c526248-2503-4483-ab19-54410723fbcb\" \/><figcaption>Photo \u00a9 Ahmadrizal7373 | Dreamstime.com<\/figcaption><\/figure>\n<p>Once leadership has invested in the path of operational excellence, sustained productivity does not begin with implementation, but instead starts with a full data-backed, factual analysis. Strategic planning must be entirely driven by data, allowing avoidance of internal assumptions and habits to define a true loss analysis.\u00a0<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<div class=\"ad-container\"><\/div>\n<p>To fully evaluate one\u2019s process, it is necessary to connect different data sources and merge detailed operational numbers with corresponding financial data. This includes items such as overall equipment uptime, speed of work cycles, quality defect rates and machine uptime, and financial data such as costs for holding inventory, variations in labor costs, shipping expenses and scrap rates. Data show that without this connected view, money and effort are inevitably wasted on low-impact problems while significant value leaks remain unaddressed.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>This foundational phase establishes the baseline against which every subsequent improvement will be measured. True strategic value is realized only when the proposed initiative is compared against ideal numbers based on industry standards. Goals must be specifically targeted to move metrics like cost per unit or output per employee into the top industry percentile.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>Oftentimes, the main challenge for in-house teams is the lack of specialized resources and objective viewpoints necessary to perform the required loss analysis and subsequent benchmarking. This is where expert consulting firms come in. Consultants bring in deep, cross-industry operational experience to objectively connect data streams, evaluate the current state and establish an unbiased and accurate baseline. This expertise allows organizations to bypass the internal learning curve, immediately applying the best standards to target metrics.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>Once benchmarks are established, a company can move into the planning stage. Detailed planning ensures that every proposed productivity project carries an expected return. This phase meticulously defines the project\u2019s scope, assigns clear accountability and generates the initial return on investment (ROI) and payback period analysis. While nuanced, a detailed level of accountability and detail is a prerequisite, ensuring that every project is financially viable and aligned with the capital strategy before a single dollar of investment is committed.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>It is important to note that a lack of perfect data should never be a limiting factor or barrier to beginning the operational excellence journey. Starting the process of improvement and applying structured process management will, in itself, reveal gaps and create the necessary data streams over time.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Execution and Financial Validation<\/strong><span class=\"Apple-converted-space\"><strong>\u00a0<\/strong><\/span><\/p>\n<p>The transformation of complex industrial processes requires detailed execution, followed by financial validation, which is the most crucial differentiator of true continuous improvement. The technical analysis and benchmarking are merely steps to get to the execution phase, which is where the value added is realized.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>Successful execution demands leveraging established methods, such as Lean and Six Sigma, to minimize operational disruption as well as utilize and empower all levels of employees in the organization. Frontline employees provide the key insight and firsthand knowledge to the pain points and wasteful practices and frequently provide the key to process improvement.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>For execution to be successful, it is imperative to have detailed project documentation. This documentation goes beyond mere record keeping; it is the strategic productivity value map. It visually breaks down the improved process, clearly showing how every form of waste, be it time, motion, defects or waiting, was eliminated. Standardized templates must be used across the organization, ensuring that the achieved savings can be easily tracked, compared, scaled and replicated. This documentation also serves as a tool to secure leadership buy-in by making complex operational changes transparent and verifiable. <span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Action Resulting in Financial Gain\u00a0<\/strong><span class=\"Apple-converted-space\"><strong>\u00a0<\/strong><\/span><\/p>\n<figure class=\"align-left\" role=\"group\"><img decoding=\"async\" src=\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/users\/user4446\/SupplyChain3_AndreyPopov_Dreamstime.com_.jpg\" alt=\"Action Resulting in Financial Gain Supply Chain\" width=\"462\" height=\"228\" data-entity-type=\"file\" data-entity-uuid=\"92613d38-2fbb-450c-8fce-9b4ae4e53a93\" \/><figcaption>Photo \u00a9\u00a0 Andrey Popov | Dreamstime.com<\/figcaption><\/figure>\n<p>Financial validation is the step that translates operational gains into verifiable realized numbers, justifying ongoing investment, and solidifying the strategic value of the continual improvement (CI) program. To achieve this, it is necessary to evaluate key financial markers. Some of these may include:<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Return on investment (ROI):<\/strong>\u00a0The core metric proving the financial viability of the initiative.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Payback period (PBP):<\/strong>\u00a0Measures the time required for accumulated benefits to recover the original investment. A short PBP justifies quick investment for new technology adoption (e.g., automated systems).<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Internal rate of return (IRR):\u00a0<\/strong>This is the ultimate tool for comparison, calculating the effective interest rate of the project\u2019s cash flows. An IRR must significantly exceed the company\u2019s cost of borrowing to be deemed strategically superior, proving the logistics initiative is the best use of capital.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Net present value (NPV):\u00a0<\/strong>The figure represents the measure of total value creation. A positive NPV confirms that the project is expected to add absolute economic value to the company in today\u2019s dollars, factoring in inflation and risk.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Quantifying Benefits Beyond Direct Cost<\/strong><span class=\"Apple-converted-space\"><strong>\u00a0<\/strong><\/span><\/p>\n<p>Successful validation must extend beyond direct labor or material cost savings to quantify benefits that safeguard future profitability and reduce systemic risk. Some measures of success include working capital, labor value, quality and customer service.\u00a0<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Working capital:<\/strong>\u00a0Quantifiable impact: A reduction in inventory costs \u2013 storage, insurance and obsolete inventory\u00a0<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Labor value:<\/strong>\u00a0Quantifiable Impact: Reduction in employee turnover and an increase in productivity<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Quality:<\/strong>\u00a0Quantifiable impact: An increase in first pass yield and a reduction in defect rate and associated warranty costs.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Customer service:<\/strong>\u00a0Quantifiable impact: Improvements in order fulfillment time and an increase in customer retention rate.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Factors that Influence Success\u00a0<\/strong><span class=\"Apple-converted-space\"><strong>\u00a0<\/strong><\/span><\/p>\n<p>The final element for a successful productivity initiative is longevity sustainment. An organization achieves true resilience only when it embraces the process and fully implements change to prevent process drift and scales success across all business units. To achieve this success, an organization must have key elements in place, including:<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Leadership involvement.<\/strong>\u00a0Change must be embraced and driven from the highest level of the organization. Executives must allocate necessary resources and publicly validate and celebrate successes. Leadership must also be a champion of the process, ensuring that the organization views CI as an essential element for sustained growth and productivity.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Empowerment at all levels.<\/strong>\u00a0Operational excellence is executed by bottom-up knowledge. Empowering everyone means creating an open culture where improvement ideas are sourced directly from the shop floor. Frontline employees, who intimately understand the daily pain points, are best positioned to spot hidden waste and inefficiency.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Regular reporting:<\/strong>\u00a0The new processes must be monitored through a formal governance structure which includes a constant schedule of meetings and reports. Regular, standardized reviews of the project\u2019s financial and operational results are required. This reporting ensures that the benefits are sustained and immediately identifies when the process starts to drift, triggering the necessary corrective action.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Best practice sharing:<\/strong>\u00a0True competitive advantage is maximized when localized productivity success is systematically scaled across the organization. Establishing protocols for best practice sharing ensures that savings realized at one plant are rapidly documented and implemented across all similar operational units globally.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Training:<\/strong>\u00a0Comprehensive, standardized training and documentation along with employee empowerment on the new processes and supporting technologies is an insurance policy against turnover. Training ensures the improved process becomes the standard process, locking in the achieved productivity and maintaining operational consistency even when natural employee migration occurs.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><strong>Daily management:<\/strong>\u00a0A fundamental component of sustaining improvement is the establishment of structured daily stand-up meetings. These quick, focused team huddles review key performance indicators (KPIs), identify immediate roadblocks and assign accountability for countermeasures. This process then systematically reports through the hierarchy to the site leader, ensuring organizational alignment and rapid problem resolution across all levels.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>By embracing this structured, financial and cultural methodology, industrial manufacturers move past temporary fixes, <a href=\"https:\/\/plgconsulting.com\/services\/facility-design-and-automation\/\">creating a self-optimizing organization<\/a> that generates sustainable profitability and establishes <a href=\"https:\/\/plgconsulting.com\/contact-plg\/\">true operational excellence in the competitive market of 2026 and beyond<\/a>.<strong> T&amp;ID<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Science of Operational Excellence and Continuous Improvement Dec 26, 2025\u00a0| By:\u00a0Candy Mitchell In the current global manufacturing environment\u00a0driven by volatility, unstable workforces and rapid technological advancement, a focus on basic efficiency is insufficient. The pursuit of productivity and a calculated operational transformation must be intentional, planned and integrated into the company\u2019s strategy.\u00a0\u00a0An organization\u2019s internal [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"mc4wp_mailchimp_campaign":[],"footnotes":""},"categories":[60],"tags":[],"class_list":["post-20885","post","type-post","status-publish","format-standard","hentry","category-featured-insights"],"acf":[],"featured_image_src":{"landsacpe":false,"list":false,"medium":false,"full":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Science of Operational Excellence and Continuous Improvement - PLG Consulting<\/title>\n<meta name=\"description\" content=\"Stop settling for temporary fixes. Master a structured methodology to eliminate waste and achieve true operational excellence in logistics.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/plgconsulting.com\/operationalexcellence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Science of Operational Excellence and Continuous Improvement - PLG Consulting\" \/>\n<meta property=\"og:description\" content=\"Stop settling for temporary fixes. Master a structured methodology to eliminate waste and achieve true operational excellence in logistics.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/plgconsulting.com\/operationalexcellence\/\" \/>\n<meta property=\"og:site_name\" content=\"PLG Consulting\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-07T19:31:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-07T21:46:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a\" \/>\n<meta name=\"author\" content=\"Rachel Buonafede\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Rachel Buonafede\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/\"},\"author\":{\"name\":\"Rachel Buonafede\",\"@id\":\"https:\/\/plgconsulting.com\/#\/schema\/person\/bd2839fd9742ed8a0a07a8ea2d8ce4b4\"},\"headline\":\"The Science of Operational Excellence and Continuous Improvement\",\"datePublished\":\"2026-01-07T19:31:15+00:00\",\"dateModified\":\"2026-01-07T21:46:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/\"},\"wordCount\":1458,\"publisher\":{\"@id\":\"https:\/\/plgconsulting.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a\",\"articleSection\":[\"Featured Insights\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/\",\"url\":\"https:\/\/plgconsulting.com\/operationalexcellence\/\",\"name\":\"The Science of Operational Excellence and Continuous Improvement - PLG Consulting\",\"isPartOf\":{\"@id\":\"https:\/\/plgconsulting.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a\",\"datePublished\":\"2026-01-07T19:31:15+00:00\",\"dateModified\":\"2026-01-07T21:46:44+00:00\",\"description\":\"Stop settling for temporary fixes. Master a structured methodology to eliminate waste and achieve true operational excellence in logistics.\",\"breadcrumb\":{\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/plgconsulting.com\/operationalexcellence\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage\",\"url\":\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a\",\"contentUrl\":\"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/plgconsulting.com\/operationalexcellence\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/plgconsulting.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Science of Operational Excellence and Continuous Improvement\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/plgconsulting.com\/#website\",\"url\":\"https:\/\/plgconsulting.com\/\",\"name\":\"PLG Consulting\",\"description\":\"Expertise  \/\/  Experience  \/\/  Excellence\",\"publisher\":{\"@id\":\"https:\/\/plgconsulting.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/plgconsulting.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/plgconsulting.com\/#organization\",\"name\":\"PLG Consulting\",\"url\":\"https:\/\/plgconsulting.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/plgconsulting.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/plgconsulting.com\/wp-content\/uploads\/2022\/05\/PLG-Logo-Trans-220.png\",\"contentUrl\":\"https:\/\/plgconsulting.com\/wp-content\/uploads\/2022\/05\/PLG-Logo-Trans-220.png\",\"width\":220,\"height\":130,\"caption\":\"PLG Consulting\"},\"image\":{\"@id\":\"https:\/\/plgconsulting.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/professional-logistics-group\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/plgconsulting.com\/#\/schema\/person\/bd2839fd9742ed8a0a07a8ea2d8ce4b4\",\"name\":\"Rachel Buonafede\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/plgconsulting.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5b06ebde42fa8f225a571013476afe803770c8decbeac87d5a6e76fe3f2457a4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5b06ebde42fa8f225a571013476afe803770c8decbeac87d5a6e76fe3f2457a4?s=96&d=mm&r=g\",\"caption\":\"Rachel Buonafede\"},\"url\":\"https:\/\/plgconsulting.com\/author\/rbuonafede\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The Science of Operational Excellence and Continuous Improvement - PLG Consulting","description":"Stop settling for temporary fixes. Master a structured methodology to eliminate waste and achieve true operational excellence in logistics.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/plgconsulting.com\/operationalexcellence\/","og_locale":"en_US","og_type":"article","og_title":"The Science of Operational Excellence and Continuous Improvement - PLG Consulting","og_description":"Stop settling for temporary fixes. Master a structured methodology to eliminate waste and achieve true operational excellence in logistics.","og_url":"https:\/\/plgconsulting.com\/operationalexcellence\/","og_site_name":"PLG Consulting","article_published_time":"2026-01-07T19:31:15+00:00","article_modified_time":"2026-01-07T21:46:44+00:00","og_image":[{"url":"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a","type":"","width":"","height":""}],"author":"Rachel Buonafede","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Rachel Buonafede","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#article","isPartOf":{"@id":"https:\/\/plgconsulting.com\/operationalexcellence\/"},"author":{"name":"Rachel Buonafede","@id":"https:\/\/plgconsulting.com\/#\/schema\/person\/bd2839fd9742ed8a0a07a8ea2d8ce4b4"},"headline":"The Science of Operational Excellence and Continuous Improvement","datePublished":"2026-01-07T19:31:15+00:00","dateModified":"2026-01-07T21:46:44+00:00","mainEntityOfPage":{"@id":"https:\/\/plgconsulting.com\/operationalexcellence\/"},"wordCount":1458,"publisher":{"@id":"https:\/\/plgconsulting.com\/#organization"},"image":{"@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage"},"thumbnailUrl":"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a","articleSection":["Featured Insights"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/plgconsulting.com\/operationalexcellence\/","url":"https:\/\/plgconsulting.com\/operationalexcellence\/","name":"The Science of Operational Excellence and Continuous Improvement - PLG Consulting","isPartOf":{"@id":"https:\/\/plgconsulting.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage"},"image":{"@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage"},"thumbnailUrl":"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a","datePublished":"2026-01-07T19:31:15+00:00","dateModified":"2026-01-07T21:46:44+00:00","description":"Stop settling for temporary fixes. Master a structured methodology to eliminate waste and achieve true operational excellence in logistics.","breadcrumb":{"@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/plgconsulting.com\/operationalexcellence\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#primaryimage","url":"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a","contentUrl":"https:\/\/www.tradeandindustrydev.com\/sites\/tradeandindustrydev.com\/files\/styles\/details_page_image_style\/public\/2026-01\/SupplyAndreyPopov_Dreamstime.com_.jpg?itok=EC-RZ87a"},{"@type":"BreadcrumbList","@id":"https:\/\/plgconsulting.com\/operationalexcellence\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/plgconsulting.com\/"},{"@type":"ListItem","position":2,"name":"The Science of Operational Excellence and Continuous Improvement"}]},{"@type":"WebSite","@id":"https:\/\/plgconsulting.com\/#website","url":"https:\/\/plgconsulting.com\/","name":"PLG Consulting","description":"Expertise  \/\/  Experience  \/\/  Excellence","publisher":{"@id":"https:\/\/plgconsulting.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/plgconsulting.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/plgconsulting.com\/#organization","name":"PLG Consulting","url":"https:\/\/plgconsulting.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/plgconsulting.com\/#\/schema\/logo\/image\/","url":"https:\/\/plgconsulting.com\/wp-content\/uploads\/2022\/05\/PLG-Logo-Trans-220.png","contentUrl":"https:\/\/plgconsulting.com\/wp-content\/uploads\/2022\/05\/PLG-Logo-Trans-220.png","width":220,"height":130,"caption":"PLG Consulting"},"image":{"@id":"https:\/\/plgconsulting.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/professional-logistics-group"]},{"@type":"Person","@id":"https:\/\/plgconsulting.com\/#\/schema\/person\/bd2839fd9742ed8a0a07a8ea2d8ce4b4","name":"Rachel Buonafede","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/plgconsulting.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/5b06ebde42fa8f225a571013476afe803770c8decbeac87d5a6e76fe3f2457a4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5b06ebde42fa8f225a571013476afe803770c8decbeac87d5a6e76fe3f2457a4?s=96&d=mm&r=g","caption":"Rachel Buonafede"},"url":"https:\/\/plgconsulting.com\/author\/rbuonafede\/"}]}},"_links":{"self":[{"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/posts\/20885","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/comments?post=20885"}],"version-history":[{"count":3,"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/posts\/20885\/revisions"}],"predecessor-version":[{"id":20888,"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/posts\/20885\/revisions\/20888"}],"wp:attachment":[{"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/media?parent=20885"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/categories?post=20885"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/plgconsulting.com\/wp-json\/wp\/v2\/tags?post=20885"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}