{"id":4476,"date":"2025-04-12T08:38:03","date_gmt":"2025-04-12T08:38:03","guid":{"rendered":"https:\/\/newfangled.io\/blog\/?p=4476"},"modified":"2025-06-30T06:19:28","modified_gmt":"2025-06-30T06:19:28","slug":"vady-lightweight-genai-for-enterprise","status":"publish","type":"post","link":"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/","title":{"rendered":"VADY: Lightweight Enterprise GenAI for Data Analysis Without LLMs"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_51_1 counter-hierarchy ez-toc-counter ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor: pointer\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<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:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Introduction\" title=\"Introduction: \n\">Introduction: \n<\/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:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Challenges_of_Using_LLMs_in_Enterprise_Environments\" title=\"Challenges of Using LLMs in Enterprise Environments:\">Challenges of Using LLMs in Enterprise Environments:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Meet_VADY_Tailored_GenAI_for_the_Enterprise_World\" title=\" \n \nMeet VADY: Tailored GenAI for the Enterprise World:\"> \n \nMeet VADY: Tailored GenAI for the Enterprise World:<\/a><ul class='ez-toc-list-level-4'><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4'><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Enterprise-Level_Data_Security\" title=\"Enterprise-Level Data Security:\">Enterprise-Level Data Security:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#_Designed_for_Real-World_Enterprise_Data\" title=\"\u00a0Designed for Real-World Enterprise Data\">\u00a0Designed for Real-World Enterprise Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#_Scalable_and_Infrastructure-Friendly\" title=\"\u00a0Scalable and Infrastructure-Friendly\">\u00a0Scalable and Infrastructure-Friendly<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#_Flexible_and_Tailorable\" title=\"\u00a0Flexible and Tailorable\">\u00a0Flexible and Tailorable<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Granular_User_Access_Policy_Hierarchy\" title=\"Granular User Access Policy &amp; Hierarchy\">Granular User Access Policy &amp; Hierarchy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Specialized_vs_Generalized_A_Thoughtful_Look_at_VADY_and_LLMs\" title=\" \nSpecialized vs. Generalized: A Thoughtful Look at VADY and LLMs:\"> \nSpecialized vs. Generalized: A Thoughtful Look at VADY and LLMs:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Designed_for_Future-Ready_Businesses\" title=\"Designed for Future-Ready Businesses:\">Designed for Future-Ready Businesses:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Conclusion_Accuracy_Over_Generalization\" title=\" \n \nConclusion: Accuracy Over Generalization:\"> \n \nConclusion: Accuracy Over Generalization:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/newfangled.io\/blog\/vady-lightweight-genai-for-enterprise\/#Ready_to_Revolutionize_the_Way_You_Use_Data\" title=\" \nReady to Revolutionize the Way You Use Data?\"> \nReady to Revolutionize the Way You Use Data?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Introduction\"><\/span><b>Introduction:<\/b><b><br \/>\n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-4487 size-full\" title=\"VADY: Lightweight GenAI for Enterprise Data Analysis\" src=\"https:\/\/newfangled.io\/blog\/wp-content\/uploads\/2025\/04\/Blog-Image.jpg\" alt=\"VADY: Lightweight GenAI for Enterprise Data Analysis\" width=\"1920\" height=\"1080\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p>AI is transforming how Enterprises operate, but not all AI tools are suitable for all companies. Most businesses require tools that are not just intelligent, but also secure, cost-effective, and simple to operate on their own infrastructure. Although Powerful tools such as GPT-4 are useful for general application, they&#8217;re not always appropriate for enterprise requirements such as Data integration, Data analysis, and accurate Data Insights in precise business environments.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>That is why <a href=\"https:\/\/www.linkedin.com\/company\/nf-vision\/\" target=\"_blank\" rel=\"noopener\">NewFangled Vision<\/a> developed <a href=\"https:\/\/newfangled.io\/\">VADY<\/a>, a lightweight generative AI platform without LLMs. It is based on a purpose-built NLP engine specifically designed for enterprises, empowering teams with strong insights from structured and semi-structured Data without cloud-based AI&#8217;s high costs.<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Challenges_of_Using_LLMs_in_Enterprise_Environments\"><\/span><b>Challenges of Using LLMs in Enterprise Environments<\/b><span style=\"font-weight: 400;\">:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">LLMs are excellent for generating content and understanding general questions. When it comes to Business contexts the challenges are different as like below:<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>1. Enterprises Data is usually semi-structured or structured in form of Excel spreadsheets, PDFs, SQL Databases, ERPs, CRMs and these Data are way beyond just processing text.<\/p>\n<p>&nbsp;<\/p>\n<p>2. Data safety and Data protection are essential for any organization, particularly in compliance-heavy industries it is important.<\/p>\n<p>&nbsp;<\/p>\n<p>3. The hardware needs of LLMs are costly, generally requiring GPU-based cloud clusters.<\/p>\n<p>&nbsp;<\/p>\n<p>4. LLMs provide low control since they&#8217;re black boxes and not easily customizable<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">These challenges can make LLMs less appropriate for businesses that require strict control, compliance, and effective management of structured Data. They also tend to be inflexible to accommodate particular business rules, internal KPIs, or industry-specific workflows rendering them more difficult to tailor to actual Enterprise requirements.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Meet_VADY_Tailored_GenAI_for_the_Enterprise_World\"><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><b>Meet <a href=\"https:\/\/newfangled.io\/\">VADY:<\/a> Tailored GenAI for the Enterprise World:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b><br \/>\n<\/b><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">VADY lightweight GenAI for Enterprise comes in to fill gaps where classical LLMs might not necessarily meet Enterprise specific needs and gives instant real time Data Insights, Dashboard reports, etc.<\/span><\/p>\n<h3><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"Enterprise-Level_Data_Security\"><\/span><b>Enterprise-Level Data Security:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/newfangled.io\/\">VADY<\/a> your Lightweight GenAI for Enterprise operates solely in the client&#8217;s environment either on-prem or as a single-tenancy SaaS. Because it doesn&#8217;t involve LLMs, Data never leaves your stack. This is especially important for businesses dealing with sensitive or proprietary Data.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Data processing occurs locally, meaning no need to send Data off to distant servers or cloud APIs providing you with total control, privacy, and peace of mind.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"_Designed_for_Real-World_Enterprise_Data\"><\/span><b>\u00a0<\/b><b style=\"font-size: 30px;\">Designed for Real-World Enterprise Data<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Unlike general-purpose models, <a href=\"https:\/\/newfangled.io\/\">VADY<\/a> is specifically tailored to be used with actual business Data such as Excel files, PDF files, Databases, and CRM\/ERP exports. It natively reads, interprets, and analyses these types of formats to reveal insights missed by common tools.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It also has the ability to merge Data from multiple sources, providing the user with an end-to-end, 360-degree picture of their Data to make informed decisions.<\/span><\/p>\n<h3><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"_Scalable_and_Infrastructure-Friendly\"><\/span><b>\u00a0<\/b><strong>Scalable and Infrastructure-Friendly<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/newfangled.io\/\">VADY<\/a> is designed to be simple and efficient. It scales seamlessly on modest configurations, like machines with 8-16 CPU Cores and 16-32 GB RAM, much less than what&#8217;s usually needed for LLMs. That translates to no bulky hardware, no GPUs, and no bloated cloud bills, which also serves to eliminate latency issues.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Also, VADY can be installed on-premises with these limited configurations, offering companies full command over their information. This ease of use and flexibility enable its easy scaling throughout different offices, teams, or subsidiaries, whereby all departments from IT to finance, marketing, and operations have the ability to leverage its rich features seamlessly.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"_Flexible_and_Tailorable\"><\/span><b>\u00a0<\/b><b style=\"font-size: 30px;\">Flexible and Tailorable<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Each business is unique that&#8217;s why <a href=\"https:\/\/newfangled.io\/\">VADY<\/a> is designed to be extremely configurable. Customers can create their own Data schema, tailor the NLP engine to adhere to their own rules, and even create proprietary Data models on top of VADY&#8217;s base system to maintain full alignment with internal KPIs and workflows.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Moreover, <a href=\"https:\/\/newfangled.io\/\">VADY<\/a> is fully integrated with existing systems and can be easily extended and customized as your business evolves and expands.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Granular_User_Access_Policy_Hierarchy\"><\/span><b style=\"font-size: 30px;\">Granular User Access Policy &amp; Hierarchy<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/newfangled.io\/\">VADY<\/a> provides support for role-based access controls and hierarchical user policies, enabling Enterprises to establish who gets to see what Data Insights, Dashboards, or Information from CXOs down to juniors. This secures Data, governs, and complies at all organizational levels.<\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Specialized_vs_Generalized_A_Thoughtful_Look_at_VADY_and_LLMs\"><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><b>Specialized vs. Generalized: A Thoughtful Look at <a href=\"https:\/\/newfangled.io\/\">VADY<\/a> and LLMs:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\" cellspacing=\"0\" cellpadding=\"8\">\n<thead style=\"background-color: #f2f2f2;\">\n<tr>\n<th>Feature<\/th>\n<th>LLMs (e.g., GPT-4)<\/th>\n<th>VADY (Lightweight NLP Engine)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Deployment<\/td>\n<td>Cloud-based only<\/td>\n<td>On-premise or SaaS (fully client-controlled)<\/td>\n<\/tr>\n<tr>\n<td>Data Security<\/td>\n<td>External Data handling<\/td>\n<td>Fully internal processing<\/td>\n<\/tr>\n<tr>\n<td>Infrastructure Needs<\/td>\n<td>High (GPU, Cloud)<\/td>\n<td>Low (CPU, RAM \u2013 e.g., 8-16 CPU Cores, 16-32 GB RAM)<\/td>\n<\/tr>\n<tr>\n<td>Cost<\/td>\n<td>Expensive<\/td>\n<td>Cost-effective and scalable<\/td>\n<\/tr>\n<tr>\n<td>Customizability<\/td>\n<td>Limited<\/td>\n<td>Highly adaptable to enterprise schema &amp; workflows<\/td>\n<\/tr>\n<tr>\n<td>Data Focus<\/td>\n<td>Unstructured text<\/td>\n<td>Structured + semi-structured (Excel, PDFs, Databases)<\/td>\n<\/tr>\n<tr>\n<td>Data Model Ownership<\/td>\n<td>Proprietary, black box<\/td>\n<td>Enterprises can create and manage their own Data models<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"Designed_for_Future-Ready_Businesses\"><\/span><b><\/b><b>Designed for Future-Ready Businesses:<\/b><b><\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b><\/b><span style=\"font-weight: 400;\"><a href=\"https:\/\/newfangled.io\/\">VADY<\/a> is not only any NLP engine but also it&#8217;s a future-oriented AI built for business intelligence. Secure, scalable, and customizable, <a href=\"https:\/\/newfangled.io\/\">VADY<\/a> allows teams to engage with their Data in natural language on devices, departments, and Data sources.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Whether you&#8217;re a CFO looking for financial transparency, an operations leader optimizing supply chains, or an executive overseeing Enterprise-wide reporting, VADY makes complex Data easy to understand\u00a0 without compromising control.<br \/>\n<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Conclusion_Accuracy_Over_Generalization\"><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><b>Conclusion: Accuracy Over Generalization:<\/b><b><\/b><b><\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b><br \/>\n<\/b><span style=\"font-weight: 400;\">LLMs are revolutionary and they&#8217;ve set the bar for AI innovation. But for Enterprise requirements such as Data privacy, cost-effectiveness, and domain intelligence, a light NLP engine such as VADY offers focus and precision.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">It&#8217;s not about replacing LLMs \u2014 it&#8217;s about picking the right GenAI for the task. And for Enterprises, that GenAI solution is <a href=\"https:\/\/newfangled.io\/\">VADY.<\/a><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Ready_to_Revolutionize_the_Way_You_Use_Data\"><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><b>Ready to Revolutionize the Way You Use Data?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">We created VADY a lightweight GenAI for Enterprises like yours where security, performance, and customization lead decision-making.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">If you&#8217;re looking into AI for real-time actionable business intelligence, <a href=\"https:\/\/newfangled.io\/\">VADY<\/a> provides a realistic and robust alternative.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Schedule a demo or find out more at <a href=\"https:\/\/newfangled.io\/\">newfangled.io<\/a><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_4476\" class=\"pvc_stats total_only  \" data-element-id=\"4476\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/newfangled.io\/blog\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Introduction: &nbsp; &nbsp; \u00a0 AI is transforming how Enterprises operate, but not all AI tools are suitable for all companies. Most businesses require tools that are not just intelligent, but also secure, cost-effective, and simple to operate on their own infrastructure. Although Powerful tools such as GPT-4 are useful for general application, they&#8217;re not always [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_4476\" class=\"pvc_stats total_only  \" data-element-id=\"4476\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/newfangled.io\/blog\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":9,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[122,123,151,129,137,142],"tags":[140,153,133,152,144,143],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Lightweight GenAI for Enterprise: Secure Insights with VADY<\/title>\n<meta name=\"description\" content=\"Discover VADY, NewFangled&#039;s lightweight GenAI for enterprise data analysis. 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