{"id":15622,"date":"2024-12-04T07:43:27","date_gmt":"2024-12-04T07:43:27","guid":{"rendered":"https:\/\/govisually.com\/?p=15622"},"modified":"2024-12-12T09:05:23","modified_gmt":"2024-12-12T09:05:23","slug":"label-review-cost-comparison-ai-vs-manual","status":"publish","type":"post","link":"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/","title":{"rendered":"AI vs. Manual Label Review:  Slash down 80% review cost with GoVisually\u2019s AI"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">It\u2019s almost 2025 and if you\u2019re still relying on manual review processes for label compliance, you are at high risk of losing millions of dollars. Let me show you how exactly.<\/span><\/p>\n<figure id=\"attachment_15637\" aria-describedby=\"caption-attachment-15637\" style=\"width: 800px\" class=\"wp-caption alignnone\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-15637 size-large\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/TK-Maxx-recall-due-to-undeclared-allergen-1024x484.png\" alt=\"TK Maxx recall due to undeclared allergen\" width=\"800\" height=\"378\" srcset=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/TK-Maxx-recall-due-to-undeclared-allergen-1024x484.png 1024w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/TK-Maxx-recall-due-to-undeclared-allergen-300x142.png 300w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/TK-Maxx-recall-due-to-undeclared-allergen-768x363.png 768w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/TK-Maxx-recall-due-to-undeclared-allergen-1536x726.png 1536w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/TK-Maxx-recall-due-to-undeclared-allergen.png 1624w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-15637\" class=\"wp-caption-text\"><strong>Source:<a href=\"https:\/\/www.food.gov.uk\/news-alerts\/alert\/fsa-aa-46-2024\" target=\"_blank\" rel=\"noopener\"> Food Standard Agency<\/a><\/strong><\/figcaption><\/figure>\n<figure id=\"attachment_15635\" aria-describedby=\"caption-attachment-15635\" style=\"width: 800px\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"wp-image-15635 size-large\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Orla-baxendales-news-1024x308.png\" alt=\"\" width=\"800\" height=\"241\" srcset=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Orla-baxendales-news-1024x308.png 1024w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Orla-baxendales-news-300x90.png 300w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Orla-baxendales-news-768x231.png 768w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Orla-baxendales-news-1536x461.png 1536w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Orla-baxendales-news-2048x615.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-15635\" class=\"wp-caption-text\"><strong>Source: <a href=\"https:\/\/www.today.com\/health\/news\/stew-leonards-cookie-death-rcna135677\" target=\"_blank\" rel=\"noopener\">Today<\/a><\/strong><\/figcaption><\/figure>\n<figure id=\"attachment_15638\" aria-describedby=\"caption-attachment-15638\" style=\"width: 800px\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"wp-image-15638 size-large\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Costco-butter-recall-due-to-undeclared-allergen-1024x308.png\" alt=\"Costco butter recall due to undeclared allergen\" width=\"800\" height=\"241\" srcset=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Costco-butter-recall-due-to-undeclared-allergen-1024x308.png 1024w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Costco-butter-recall-due-to-undeclared-allergen-300x90.png 300w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Costco-butter-recall-due-to-undeclared-allergen-768x231.png 768w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Costco-butter-recall-due-to-undeclared-allergen-1536x462.png 1536w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/Costco-butter-recall-due-to-undeclared-allergen-2048x616.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-15638\" class=\"wp-caption-text\"><strong>Source: <a href=\"https:\/\/www.profoodworld.com\/food-safety\/regulatory\/article\/22926497\/costco-recalls-nearly-80000-pounds-of-butter-over-label-error#:~:text=Costco%20recalled%202%2C200%20cases%20of,labels%20were%20missing%20allergen%20information.&amp;text=Wholesaler%20Costco%20has%20recalled%20almost,key%20ingredient%20and%20potential%20allergen.\" target=\"_blank\" rel=\"noopener\">Pro Food World<\/a><\/strong><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">And these are just a few (latest) examples we have picked here, but if you check this <\/span><a href=\"https:\/\/www.drugoffice.gov.hk\/eps\/do\/en\/pharmaceutical_trade\/safety_alerts_and_medical_recalls\/undeclared_medicines.html\"><span style=\"font-weight: 400;\">Drug Office\u2019s latest report<\/span><\/a><span style=\"font-weight: 400;\">, you will find hundreds of products are recalled every month. Why? Labeling errors\u2014 \u201chidden ingredients&#8221;, \u201cundeclared ingredients\u201d, \u201cundeclared allergens\u201d, etc.<\/span><\/p>\n<blockquote><p><span style=\"font-weight: 400;\">\u201c<\/span><i><span style=\"font-weight: 400;\">A total of 2470 food recalls and alerts linked to labelling errors were identified. Undeclared allergens were identified as the most common type of recall.\u201d <\/span><\/i><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0924224421006014\"><span style=\"font-weight: 400;\">Science Direct\u2019s<\/span><\/a><span style=\"font-weight: 400;\"> latest article.\u00a0<\/span><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">The consequences of labeling errors at the best is just financial losses, and at worst it can lead to consumer death, lawsuits, public backlash, and eventually bankruptcy. So if you want to be 100% assured of labels\u2019 accuracy, we suggest deploying AI with your manual reviews. Read on to learn how AI makes the label review process a breeze.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-67c57ea4cb499\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-67c57ea4cb499\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#From_6_weeks_to_2_minutes_How_Manual_vs_AI_label_reviews_differ\" title=\"From 6 weeks to 2 minutes: How Manual vs. AI label reviews differ?\">From 6 weeks to 2 minutes: How Manual vs. AI label reviews differ?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Traditional_manual_vs_AI_label_review_process_at_a_glance\" title=\"Traditional manual vs. AI label review process at a glance.\">Traditional manual vs. AI label review process at a glance.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Whats_wrong_with_your_manual_review_process_Its_bottlenecks\" title=\"What\u2019s wrong with your manual review process? Its bottlenecks.\u00a0\">What\u2019s wrong with your manual review process? Its bottlenecks.\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#6_ways_AI-powered_label_review_can_solve_traditional_compliance_challenges\" title=\"6 ways AI-powered label review can solve traditional compliance challenges\">6 ways AI-powered label review can solve traditional compliance challenges<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Manual_vs_AI_Cost_Analysis_Breaking_down_the_real_cost_of_label_review_process\" title=\"Manual vs. AI Cost Analysis: Breaking down the real cost of label review process\">Manual vs. AI Cost Analysis: Breaking down the real cost of label review process<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#In-house_vs_AI_Breaking_down_the_real_investment_numbers\" title=\"In-house vs. AI: Breaking down the real investment numbers\">In-house vs. AI: Breaking down the real investment numbers<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Label_Review_Agency_vs_GoVisuallys_AI_Cost_Analysis\" title=\"Label Review Agency vs GoVisually\u2019s AI Cost Analysis\">Label Review Agency vs GoVisually\u2019s AI Cost Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Hidden_costs_of_manual_review_processes_you_cant_ignore\" title=\"Hidden costs of manual review processes you can\u2019t ignore\">Hidden costs of manual review processes you can\u2019t ignore<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Calculating_the_ROI_on_govisuallys_AI_vs_In-house_team_vs_Label_review_agency\" title=\"Calculating the ROI on govisually\u2019s AI vs. In-house team vs. Label review agency.\">Calculating the ROI on govisually\u2019s AI vs. In-house team vs. Label review agency.<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/#Ready_to_make_AI_shift_in_your_label_review_process\" title=\"Ready to make AI shift in your label review process?\">Ready to make AI shift in your label review process?<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"From_6_weeks_to_2_minutes_How_Manual_vs_AI_label_reviews_differ\"><\/span><span style=\"font-weight: 400;\">From 6 weeks to 2 minutes: How Manual vs. AI label reviews differ?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">As you can guess from the heading this section compares how we can bring down the label review cycle from 6 weeks\/label to just 2 minutes\/label. If you think it&#8217;s a clickbait, read on and find out how GoVisually made this possible.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Now, let\u2019s cover these<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Manual vs. AI head-to-head comparison<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What are the bottlenecks of the manual review process? And AI can help you overcome it.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Traditional_manual_vs_AI_label_review_process_at_a_glance\"><\/span><strong>Traditional manual vs. AI label review process at a glance.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/table-1.svg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-15663 size-full\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/table-1.svg\" alt=\"\" width=\"756\" height=\"650\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whats_wrong_with_your_manual_review_process_Its_bottlenecks\"><\/span><b>What\u2019s wrong with your manual review process? Its bottlenecks.\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">You might think you\u2019re producing 100% compliant labels through weeks of review process, but that\u2019s not true. Spending excessive time on a single label doesn\u2019t ensure accuracy, in contrast, it leads to more risk of non-compliance. Don\u2019t understand how? Let\u2019s break it down for you below.<\/span><br \/>\n<b><\/b><\/p>\n<p><b>1. Back and forth review cycle<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Your email-based review process looks organized at first glance. You have a system where stakeholders share feedback via email chains, track changes in documents, and maintain communication logs. But if you look at the real data, you\u2019ll realise this approach only adds up to the chaos in the existing review cycle.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">According to a recent <\/span><a href=\"https:\/\/hbr.org\/2019\/01\/how-to-spend-way-less-time-on-email-every-day\"><span style=\"font-weight: 400;\">Harvard Business Review study<\/span><\/a><span style=\"font-weight: 400;\">,<strong><em> employees spend an average of 28% of their workweek managing emails.<\/em><\/strong> In label compliance, this percentage can be even higher. When multiple stakeholders are involved in email threads, important feedback gets buried, version confusion occurs frequently, and important compliance details are overlooked.<\/span><\/p>\n<p><b>2. Manual checklist verification<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Your compliance team carefully works through detailed checklists for each label component \u2014ingredient lists, nutritional information, allergen warnings, and regulatory claims.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This seems thorough and accurate then what\u2019s wrong with that? Well, this \u201cthorough\u201d checklist repetitive process often leads to reviewer fatigue and human errors, especially when dealing with multiple SKUs or product variations.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When compliance officers spend hours reviewing detailed requirements like font sizes, mandatory declarations, and warning statements, their attention to detail naturally diminishes. This is particularly problematic for complex labels with multiple panels or those requiring verification against multiple regulatory frameworks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Additionally, manual checklists also struggle to keep up with changing regulations. By the time teams update and distribute new verification criteria, additional requirements may have been introduced, creating risks when launching products across markets with different regulatory standards.\u00a0<\/span><\/p>\n<p><b>3. Multi-Department Reviews<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Your multi-department label reviews are thorough. Agreed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You\u2019ve involved each department here\u2014legal, compliance, marketing, design\u2014 to check labels sequentially. But, this process often leads to bottlenecks, with labels sitting in queues for days or weeks at each stage, with so many stakeholders involved.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In my research, I came across this<\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-design\/our-insights\/modern-cpg-product-development-calls-for-a-new-kind-of-product-manager\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"> blog by McKinsey<\/span><\/a><span style=\"font-weight: 400;\"> that explained involvement of multiple stakeholders increases the chances of product failure, especially in the CPG industry. More like the Chinese whisper effect, by the time it reaches the last stakeholder, the original intent or critical details of the label can get lost, misunderstood, or misaligned with the product&#8217;s actual requirements.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-15647 size-large\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/McKinsey-product-development-report-1-1024x308.png\" alt=\"\" width=\"800\" height=\"241\" srcset=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/McKinsey-product-development-report-1-1024x308.png 1024w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/McKinsey-product-development-report-1-300x90.png 300w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/McKinsey-product-development-report-1-768x231.png 768w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/McKinsey-product-development-report-1-1536x462.png 1536w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/McKinsey-product-development-report-1-2048x616.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">This not only delays time-to-market but also increases the risk of errors slipping through, such as non-compliance with regulatory standards or misrepresentation in marketing claims.<\/span><\/p>\n<p><b>4. Quality Control and Documentation\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Your quality control team maintains documentation of label reviews through multiple stages &#8211; from initial drafts to final approvals. This system is designed to prevent errors but FDA&#8217;s 20-year recall data tells a different story. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Of all F&amp;B recalls, a significant portion stems from labeling and allergen-related issues, particularly undeclared allergens. This suggests that even with detailed documentation processes, important label elements are still being missed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The issue isn&#8217;t just about keeping records &#8211; it&#8217;s about how effectively teams can catch and prevent labeling errors before products reach the market.<\/span><\/p>\n<p><b>5. Version management<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Tracking changes across multiple versions becomes complex with manual systems. Teams often struggle with identifying the latest version, leading to confusion and potential use of outdated content. It can be challenging to maintain a clear audit trail and ensure all required label elements are properly verified from traditional documentation systems that include emails, spreadsheets, and physical files.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_ways_AI-powered_label_review_can_solve_traditional_compliance_challenges\"><\/span>6 ways AI-powered label review can solve traditional compliance challenges<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Now, let\u2019s compare how AI can help you overcome these challenges and make your label review process even more sufficient. Let\u2019s break down its offerings and features below.<\/span><\/p>\n<p><b>1. Instant regulatory compliance check<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Rather than spending weeks on manual verification, GoVisually&#8217;s AI scans labels in minutes against current industry regulations. It is compatible with most demanding regulatory bodies like;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Food &amp; Drug Administration (FDA) for US\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Food Standard Agency (FSA)for UK<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Canadian Food Inspection Agency (CFIA)\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">And among other emerging regulatory frameworks\u2014Non-GMO Food Verification, Gluten-Free, CBD Food Products. <\/span><span style=\"font-weight: 400;\">GoVisually\u2019s AI label review tool conducts a thorough check for most of the elements present on the label and ensures 99.7% accuracy while reducing review time by 90%.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>2. Automated error detection<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The AI-powered label review suite of GoVisually can easily catch compliance issues, missing elements, and inconsistencies under 2 minutes (or even less). Unlike human reviewers who might miss details after hours of review, our AI maintains consistent accuracy across thousands of labels.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s the most basic checklist followed by our AI-powered<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Principal Display Panel (PDP): <\/b><span style=\"font-weight: 400;\">Reviews product name and net weight.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Information Panel: <\/b><span style=\"font-weight: 400;\">Checks manufacturer details, ingredient list (with improvement suggestions), nutritional facts (calories, nutrients), and flags mismatched nutrient claims (e.g., flags \u201cNo Added Sugar\u201d if sugar is listed).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Allergen Detection: <\/b><span style=\"font-weight: 400;\">Identifies \u201cContains\u201d statements, fish allergen declarations, and hidden allergens.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Additional Label Details: <\/b><span style=\"font-weight: 400;\">Reviews storage instructions, organic and health claims, and barcode accuracy.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Overall Summary: <\/b><span style=\"font-weight: 400;\">Provides a consolidated review of all elements<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><b>3. Real-time collaboration<\/b><span style=\"font-weight: 400;\"> Instead of sequential reviews taking weeks, our AI enables simultaneous collaboration across all stakeholders in one unified platform. The system routes, tracks, and manages feedback automatically while maintaining a complete audit trail. Here are the features offered by our collaboration system:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Simultaneous Multi-User Access:<\/strong> Multiple stakeholders can review and comment on the same label simultaneously, with changes visible in real-time<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Smart routing system:<\/strong> Automatically identifies and notifies relevant stakeholders based on label type and compliance requirements<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Visual annotation tools:<\/strong> Mark up specific label areas with comments, measurements, and suggested changes directly on the artwork<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>@mention system:<\/strong> Tag specific team members for urgent feedback or approvals<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Progress tracking:<\/strong> Real-time dashboard showing review status, pending approvals, and approved design work<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Automated notifications:<\/strong> Instant alerts for new comments, required approvals, or upcoming deadlines<\/span><\/li>\n<\/ul>\n<p><b>4. Smart version control: <\/b>Now you can eliminate version confusion with our AI-powered version management system that maintains a complete history of every label change. The platform ensures all stakeholders always work on the latest version while keeping a detailed audit trail. Let&#8217;s see how you can use this feature in your label review system:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Automated version tracking:<\/strong> Each edit automatically creates a new version with timestamp and editor details<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Change comparison:<\/strong> Side-by-side view of different versions highlighting specific changes made<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Archive unused versions:<\/strong> Access complete label history with all versions, changes, and approvals by simply archiving them<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><b>5. Multi-faceted compliance checks:\u00a0<\/b>Our AI tool comprehensively reviews your labels to scan and validate 50+ elements on it. Here&#8217;s everything included:<\/p>\n<ul>\n<li>Spell check verification<\/li>\n<li>Nutrition facts panel verification<\/li>\n<li>Font size compliance<\/li>\n<li>Strorage instruction verification<\/li>\n<li>Information panel scrutiny<\/li>\n<li>Restricted and required keyword verification<\/li>\n<li>Claim verification<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><b>6. Customizable playbooks: <\/b>GoVisually&#8217;s AI allows you to create tailored compliance playbooks that adapt to your specific business needs. Here&#8217;s what the customizable playbooks feature offers:<\/p>\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\"><strong>Product-specific rulebooks:<\/strong> Create unique compliance rules and checks for different product lines, each with their own regulatory requirements<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Regional compliance:<\/strong> Set up dedicated playbooks for different export markets to ensure labels meet the specific requirements of each region&#8217;s regulatory bodies.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Real-time updates:<\/strong> Easily modify and update playbooks as regulations change or new requirements emerge<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Scalable framework:<\/strong> The system grows with your company&#8217;s needs, handling diverse product portfolios and expanding market requirements<\/li>\n<\/ul>\n<p>On average, companies using custom playbooks report a 75% reduction in label-specific compliance issues and a 50% faster time-to-market for new products or market expansions.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Manual_vs_AI_Cost_Analysis_Breaking_down_the_real_cost_of_label_review_process\"><\/span>Manual vs. AI Cost Analysis: Breaking down the real cost of label review process<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Let&#8217;s breakdown and compare the real numbers behind each label review system\u2014 in-house, agencies, and AI. Here we will compare GoVisually&#8217;s label review AI tool with in-house and agency services to figure out<\/p>\n<ul>\n<li>which is the best approach to review labels?<\/li>\n<li>what are the services offered by each approach?<\/li>\n<li>what&#8217;s the ROI of each approach?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"In-house_vs_AI_Breaking_down_the_real_investment_numbers\"><\/span><b>In-house vs. AI: Breaking down the real investment numbers<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Let&#8217;s breakdown the average cost of 100 labels reviewed manually vs. AI to compare how much would you spend on label review process if done traditionally, with in-house teams vs. using GoVisually&#8217;s AI.\u00a0<\/span><\/p>\n<figure id=\"attachment_15669\" aria-describedby=\"caption-attachment-15669\" style=\"width: 604px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/in-house-label-review-process-vs.-govisuallys-AI-label-review-process.-which-one-generates-recall-proof-99.9-compliant-label.-.svg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-15669 size-full\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/in-house-label-review-process-vs.-govisuallys-AI-label-review-process.-which-one-generates-recall-proof-99.9-compliant-label.-.svg\" alt=\"\" width=\"604\" height=\"599\" \/><\/a><figcaption id=\"caption-attachment-15669\" class=\"wp-caption-text\"><em><strong>Note: For numbers we referred to salary charts from <a href=\"https:\/\/www.glassdoor.com\/Salaries\/regulatory-labeling-manager-salary-SRCH_KO0,27.htm\" target=\"_blank\" rel=\"noopener\">Glassdoor<\/a>.<\/strong><\/em><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Label_Review_Agency_vs_GoVisuallys_AI_Cost_Analysis\"><\/span><b>Label Review Agency vs GoVisually\u2019s AI Cost Analysis<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Again, what if you skip in-house review and outsource the review services? Would you save more money than manual in-house teams or spend even more? Let&#8217;s find out below.<\/p>\n<figure id=\"attachment_15670\" aria-describedby=\"caption-attachment-15670\" style=\"width: 608px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/label-review.svg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-15670 size-full\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/label-review.svg\" alt=\"label agency services vs. govisually's AI label review process. GoVisually's AI generates recall proof, 99.9% compliant label.\" width=\"608\" height=\"583\" \/><\/a><figcaption id=\"caption-attachment-15670\" class=\"wp-caption-text\"><em><strong>Note: For services, we referred to <a href=\"https:\/\/www.nutridata.com\/Feeschedule.asp#:~:text=FDA%20Food%20Label%20Compliance%20Review%20%2D%20%24595*&amp;text=Placement%20and%20format%2C%20standards%20of,information%20is%20reviewed%20for%20compliance.\" target=\"_blank\" rel=\"noopener\">NutriData<\/a> pricing plans.<\/strong> <\/em><\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Hidden_costs_of_manual_review_processes_you_cant_ignore\"><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span>Hidden costs of manual review processes you can\u2019t ignore<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">So far, we have compared direct costs of manual label review processes, but indirect expenses can have an equally significant impact on your business&#8217; profitability and efficiency. The hidden costs can add up to substantial losses over and above the basic operating expenses, let&#8217;s see what are some hidden costs of manual review processes and how much your business is loosing over it.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/impact-areas.svg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-15665 size-full\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/impact-areas.svg\" alt=\"\" width=\"619\" height=\"310\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Calculating_the_ROI_on_govisuallys_AI_vs_In-house_team_vs_Label_review_agency\"><\/span>Calculating the ROI on govisually\u2019s AI vs. In-house team vs. Label review agency.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"font-claude-message pr-4 md:pr-9 relative leading-[1.65rem] [&amp;_pre&gt;div]:bg-bg-300 [&amp;_.ignore-pre-bg&gt;div]:bg-transparent [&amp;_pre]:-mr-4 md:[&amp;_pre]:-mr-9\">\n<div>\n<div class=\"grid-cols-1 grid gap-2.5 [&amp;_&gt;_*]:min-w-0\">\n<p class=\"whitespace-pre-wrap break-words\">Now that we&#8217;ve examined the direct costs and hidden impacts of different label review approaches, let&#8217;s break down the actual savings and ROI you can achieve with GoVisually&#8217;s AI solution compared to traditional methods.\u2014\u2014<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><b>What does GoVisually\u2019s AI really save you?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Now you have a clear comparison of GoVisually\u2019s AI vs. in-house review vs. label review agency cost analysis. So let\u2019s see how much do you actually save using GoVisually\u2019s AI label review software here.<\/span><\/p>\n<p>Monthly Investment Comparison (100 labels)<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Service provider cost:<\/b><span style=\"font-weight: 400;\"> $39,500-$169,500<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>In-house cost: <\/b><span style=\"font-weight: 400;\">$53,313<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GoVisually pro plan ($33\/user \u00d7 3 users minimum): $99\/month<\/span><\/li>\n<\/ul>\n<p>Annual Cost Comparison<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Service provider: <\/b><span style=\"font-weight: 400;\">$474,000-$2,034,000<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>In-house team: <\/b><span style=\"font-weight: 400;\">$639,756<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>GoVisually\u2019s AI:<\/b><span style=\"font-weight: 400;\"> $1,188<\/span><\/li>\n<\/ul>\n<p>Savings with GoVisually\u2019s AI<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>vs label review agency: <\/b><span style=\"font-weight: 400;\">Save up to 99.9% ($472,812-$2,032,812\/year)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>vs in-house:<\/b><span style=\"font-weight: 400;\"> Save up to 99.8% ($638,568\/year)<\/span><\/li>\n<\/ul>\n<p><b>Let\u2019s calculate GoVisually\u2019s AI ROI beyond numbers:<\/b><\/p>\n<ul>\n<li><b>Accuracy: <\/b><span style=\"font-weight: 400;\">99.9% vs 90-97% with traditional methods<\/span><\/li>\n<li><b>Freedom: <\/b><span style=\"font-weight: 400;\">Review unlimited labels without extra costs<\/span><\/li>\n<li><b>Market Advantage:<\/b><span style=\"font-weight: 400;\"> Launch products 3x faster than competitors, from weeks to minutes per label<\/span><\/li>\n<li><b>Risk Mitigation: <\/b><span style=\"font-weight: 400;\">99.9% accuracy means no more recalls, another $10M saved!<\/span><\/li>\n<li><b>Scalability:<\/b><span style=\"font-weight: 400;\"> Handle 10x more labels without 10x more staff<\/span><\/li>\n<li><b>Future-proofing: <\/b><span style=\"font-weight: 400;\">Automatic updates for new regulations<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In short, for about $99\/month, you get better results than solutions costing hundreds of thousands. That&#8217;s like paying for a coffee and getting a feast.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ready_to_make_AI_shift_in_your_label_review_process\"><\/span>Ready to make AI shift in your label review process?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Stop losing millions to manual errors and delayed launches &#8211; switch to GoVisually AI today to validate labels in minutes, not weeks, and join forward-thinking brands who&#8217;ve already shifted their compliance process and saved a lot beyond dollars.<\/p>\n<p>Start with our <a href=\"https:\/\/labelscore.ai\/\" target=\"_blank\" rel=\"noopener\">free Label Scorecard<\/a> to instantly assess your FDA compliance and see how AI can transform your review process before making the switch. Experience 80% time and cost reduction in your label review process, just like our other happy customers.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-15650 size-large\" src=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/testimony-1024x768.png\" alt=\"Customer testimony on Govisually's AI performance\" width=\"800\" height=\"600\" srcset=\"https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/testimony-1024x768.png 1024w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/testimony-300x225.png 300w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/testimony-768x576.png 768w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/testimony-1536x1152.png 1536w, https:\/\/govisually.com\/wp-content\/uploads\/2024\/12\/testimony.png 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<div class=\"elementor-element elementor-element-988d066 elementor-widget elementor-widget-theme-post-content\" data-id=\"988d066\" data-element_type=\"widget\" data-widget_type=\"theme-post-content.default\">\n<div class=\"elementor-widget-container\">\n<p data-pm-slice=\"0 0 []\">\n<p data-pm-slice=\"0 0 []\"><em><strong>Disclaimer: While our AI compliance checker is highly accurate, it should be used as a tool to aid human expertise, not replace it. Always consult with qualified professionals for final compliance verification.<\/strong><\/em><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s almost 2025 and if you\u2019re still relying on manual review processes for label compliance, you are at high risk of losing millions of dollars. Let me show you how exactly. And these are just a few (latest) examples we have picked here, but if you check this Drug Office\u2019s latest report, you will find [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":15642,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI vs. Manual Label Review: Slash down 80% review cost with GoVisually\u2019s AI - GoVisually<\/title>\n<meta name=\"description\" content=\"What if I tell you can reduce 80% of label review cost &amp; time with just one tool\u2014 GoVisually Check out how &amp; why it&#039;s better for your business\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/govisually.com\/blog\/label-review-cost-comparison-ai-vs-manual\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI vs. Manual Label Review: Slash down 80% review cost with GoVisually\u2019s AI - GoVisually\" \/>\n<meta property=\"og:description\" content=\"What if I tell you can reduce 80% of label review cost &amp; 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