{"id":7166,"date":"2025-07-14T12:02:32","date_gmt":"2025-07-14T12:02:32","guid":{"rendered":"https:\/\/www.verbat.com\/blog\/?p=7166"},"modified":"2025-07-15T12:04:42","modified_gmt":"2025-07-15T12:04:42","slug":"llms-in-erp-helpful-co-pilots-or-attack-vectors","status":"publish","type":"post","link":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/","title":{"rendered":"LLMs in ERP: Helpful Co-Pilots or Attack Vectors?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">AI copilots are coming for ERP, and they promise to make it smarter, faster, and more intuitive. Tools like <\/span><b>SAP Joule<\/b><span style=\"font-weight: 400;\">, <\/span><b>Microsoft Copilot for Dynamics<\/b><span style=\"font-weight: 400;\">, and third-party integrations are already transforming how enterprise users interact with massive, complex ERP systems.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You can now ask natural language queries like:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cShow me last quarter\u2019s top-performing vendors.\u201d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cAuto-generate a purchase requisition for this BOM.\u201d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cDraft a customer credit note based on previous policy.\u201d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Sounds futuristic? It\u2019s already here.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But as with most things in AI, what seems magical also carries risk. As large language models (LLMs) become embedded in ERP, they don\u2019t just accelerate business, they <\/span><b>introduce new vulnerabilities<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>ERP Co-Pilots: A New Interface for a New Era<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ERP systems, once accessed through rigid dashboards and clunky forms, are now becoming <\/span><b>conversational<\/b><span style=\"font-weight: 400;\">. LLMs can:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Write SQL queries and custom scripts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Auto-fill forms with predictive data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generate documentation or compliance reports<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Summarize transactions across finance, HR, and procurement<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">That\u2019s a game-changer for non-technical business users. But it also raises serious questions:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Can you trust the output?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Who validates what gets executed?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What if the model makes something up?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">This is where hallucination meets high-stakes business logic.<\/span><\/p>\n<p><b>When AI Hallucinates Inside ERP<\/b><\/p>\n<p><span style=\"font-weight: 400;\">LLMs are trained on public data and pattern recognition. They <\/span><b>don\u2019t \u201cknow\u201d<\/b><span style=\"font-weight: 400;\"> your internal ERP schema, business rules, or master data model. That makes hallucinations especially dangerous.<\/span><\/p>\n<h4><b>Real risks include:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Recommending nonexistent database fields or tables<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generating inaccurate financial summaries<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Producing scripts that overwrite critical records<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Suggesting compliance actions that violate policy<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Even worse: in low-code environments or no-review workflows, these outputs can <\/span><b>be deployed without scrutiny<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>ERP Is Too Critical for Blind Trust<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Enterprise systems deal with payroll, taxes, inventory, SLAs, and regulatory compliance. If an LLM gets it wrong in Gmail, you get a weird sentence. If it gets it wrong in ERP, <\/span><b>you could trigger a financial or legal incident.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">That&#8217;s why we need <\/span><b>guardrails.<\/b><\/p>\n<p><b>Building Guardrails and Governance for ERP AI<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s how modern ERP platforms should integrate LLMs safely and responsibly:<\/span><\/p>\n<h4><b>1. Validation Layers for Scripts and Queries<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Auto-generated SQL, ABAP, or custom scripts should go through a sandbox and validation pipeline:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Schema verification<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Business logic testing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Approval workflows before production execution<\/span><\/li>\n<\/ul>\n<h4><b>2. Role-Based Prompt Control<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Not every user should be able to ask anything. AI copilots should respect RBAC (Role-Based Access Control), showing:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Only permissible data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Only safe actions<\/span><\/li>\n<\/ul>\n<h4><b>3. Model Fine-Tuning on Enterprise Data<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Generic models hallucinate more. ERP copilots should be fine-tuned on internal schema, business rules, and data models, reducing hallucinations and increasing relevance.<\/span><\/p>\n<h4><b>4. Audit Logs for All AI Actions<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Just like transactions, every AI-generated action should be logged:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prompt \u2192 Output \u2192 Approval \u2192 Execution<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Linked to user ID and timestamp for traceability<\/span><\/li>\n<\/ul>\n<h4><b>5. AI Observability Dashboards<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">LLMs are non-deterministic. To monitor performance and trust, enterprises need AI observability:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Success\/failure rates<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">User trust scores<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Escalation or override metrics<\/span><\/li>\n<\/ul>\n<p><b>ERP Security: A Whole New Attack Surface<\/b><\/p>\n<p><span style=\"font-weight: 400;\">LLM misuse isn\u2019t just internal. It\u2019s a growing threat vector:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prompt injection attacks can manipulate AI copilots<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sensitive data might leak through over-generous responses<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Shadow IT may emerge as users plug in external copilots to internal systems<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">ERP AI integration needs the same level of <\/span><b>threat modeling and red teaming<\/b><span style=\"font-weight: 400;\"> as any critical application.<\/span><\/p>\n<p><b>LLMs Are Inevitable. But Risk Isn\u2019t.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">AI in ERP isn\u2019t a \u201cnice to have\u201d, it\u2019s the future of user experience, automation, and efficiency. But unchecked copilots can do more harm than good.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ERP leaders, CIOs, and platform architects need to ask:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cIs our AI assistant actually safe for business-critical systems?\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With the right architectural patterns, validation layers, observability, permission control, and training, LLMs can become <\/span><b>trusted copilots<\/b><span style=\"font-weight: 400;\">, not dangerous copilots.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI copilots are coming for ERP, and they promise to make it smarter, faster, and more intuitive. Tools like SAP Joule, Microsoft Copilot for Dynamics, and third-party integrations are already transforming how enterprise users interact with massive, complex ERP systems. You can now ask natural language queries like: \u201cShow me last quarter\u2019s top-performing vendors.\u201d \u201cAuto-generate [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":7167,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-7166","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-others"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>LLMs in ERP: Helpful Co-Pilots or Attack Vectors? - Software Development Company Dubai UAE - Verbat Technologies<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LLMs in ERP: Helpful Co-Pilots or Attack Vectors? - Software Development Company Dubai UAE - Verbat Technologies\" \/>\n<meta property=\"og:description\" content=\"AI copilots are coming for ERP, and they promise to make it smarter, faster, and more intuitive. Tools like SAP Joule, Microsoft Copilot for Dynamics, and third-party integrations are already transforming how enterprise users interact with massive, complex ERP systems. You can now ask natural language queries like: \u201cShow me last quarter\u2019s top-performing vendors.\u201d \u201cAuto-generate [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\" \/>\n<meta property=\"og:site_name\" content=\"Software Development Company Dubai UAE - Verbat Technologies\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/verbatltd\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-14T12:02:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-15T12:04:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"verbat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@verbatltd\" \/>\n<meta name=\"twitter:site\" content=\"@verbatltd\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"verbat\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\"},\"author\":{\"name\":\"verbat\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c\"},\"headline\":\"LLMs in ERP: Helpful Co-Pilots or Attack Vectors?\",\"datePublished\":\"2025-07-14T12:02:32+00:00\",\"dateModified\":\"2025-07-15T12:04:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\"},\"wordCount\":621,\"publisher\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg\",\"articleSection\":[\"Others\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\",\"url\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\",\"name\":\"LLMs in ERP: Helpful Co-Pilots or Attack Vectors? - Software Development Company Dubai UAE - Verbat Technologies\",\"isPartOf\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg\",\"datePublished\":\"2025-07-14T12:02:32+00:00\",\"dateModified\":\"2025-07-15T12:04:42+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage\",\"url\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg\",\"contentUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg\",\"width\":2560,\"height\":1707},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.verbat.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"LLMs in ERP: Helpful Co-Pilots or Attack Vectors?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#website\",\"url\":\"https:\/\/www.verbat.com\/blog\/\",\"name\":\"Verbat Technologies\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.verbat.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#organization\",\"name\":\"Verbat Technologies\",\"url\":\"https:\/\/www.verbat.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg\",\"contentUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg\",\"width\":200,\"height\":200,\"caption\":\"Verbat Technologies\"},\"image\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/verbatltd\",\"https:\/\/x.com\/verbatltd\",\"https:\/\/www.linkedin.com\/company\/verbatltd\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c\",\"name\":\"verbat\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g\",\"caption\":\"verbat\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"LLMs in ERP: Helpful Co-Pilots or Attack Vectors? - Software Development Company Dubai UAE - Verbat Technologies","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:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/","og_locale":"en_US","og_type":"article","og_title":"LLMs in ERP: Helpful Co-Pilots or Attack Vectors? - Software Development Company Dubai UAE - Verbat Technologies","og_description":"AI copilots are coming for ERP, and they promise to make it smarter, faster, and more intuitive. Tools like SAP Joule, Microsoft Copilot for Dynamics, and third-party integrations are already transforming how enterprise users interact with massive, complex ERP systems. You can now ask natural language queries like: \u201cShow me last quarter\u2019s top-performing vendors.\u201d \u201cAuto-generate [&hellip;]","og_url":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/","og_site_name":"Software Development Company Dubai UAE - Verbat Technologies","article_publisher":"https:\/\/www.facebook.com\/verbatltd","article_published_time":"2025-07-14T12:02:32+00:00","article_modified_time":"2025-07-15T12:04:42+00:00","og_image":[{"width":2560,"height":1707,"url":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg","type":"image\/jpeg"}],"author":"verbat","twitter_card":"summary_large_image","twitter_creator":"@verbatltd","twitter_site":"@verbatltd","twitter_misc":{"Written by":"verbat","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#article","isPartOf":{"@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/"},"author":{"name":"verbat","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c"},"headline":"LLMs in ERP: Helpful Co-Pilots or Attack Vectors?","datePublished":"2025-07-14T12:02:32+00:00","dateModified":"2025-07-15T12:04:42+00:00","mainEntityOfPage":{"@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/"},"wordCount":621,"publisher":{"@id":"https:\/\/www.verbat.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage"},"thumbnailUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg","articleSection":["Others"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/","url":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/","name":"LLMs in ERP: Helpful Co-Pilots or Attack Vectors? - Software Development Company Dubai UAE - Verbat Technologies","isPartOf":{"@id":"https:\/\/www.verbat.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage"},"image":{"@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage"},"thumbnailUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg","datePublished":"2025-07-14T12:02:32+00:00","dateModified":"2025-07-15T12:04:42+00:00","breadcrumb":{"@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#primaryimage","url":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg","contentUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643932_5031659-scaled.jpg","width":2560,"height":1707},{"@type":"BreadcrumbList","@id":"https:\/\/www.verbat.com\/blog\/llms-in-erp-helpful-co-pilots-or-attack-vectors\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.verbat.com\/blog\/"},{"@type":"ListItem","position":2,"name":"LLMs in ERP: Helpful Co-Pilots or Attack Vectors?"}]},{"@type":"WebSite","@id":"https:\/\/www.verbat.com\/blog\/#website","url":"https:\/\/www.verbat.com\/blog\/","name":"Verbat Technologies","description":"","publisher":{"@id":"https:\/\/www.verbat.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.verbat.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.verbat.com\/blog\/#organization","name":"Verbat Technologies","url":"https:\/\/www.verbat.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg","contentUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg","width":200,"height":200,"caption":"Verbat Technologies"},"image":{"@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/verbatltd","https:\/\/x.com\/verbatltd","https:\/\/www.linkedin.com\/company\/verbatltd"]},{"@type":"Person","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c","name":"verbat","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g","caption":"verbat"}}]}},"_links":{"self":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts\/7166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/comments?post=7166"}],"version-history":[{"count":1,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts\/7166\/revisions"}],"predecessor-version":[{"id":7168,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts\/7166\/revisions\/7168"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/media\/7167"}],"wp:attachment":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/media?parent=7166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/categories?post=7166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/tags?post=7166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}