{"id":30357,"date":"2026-09-14T14:22:34","date_gmt":"2026-09-14T20:22:34","guid":{"rendered":"https:\/\/catsy.com\/blog\/?p=30357"},"modified":"2026-09-14T14:27:15","modified_gmt":"2026-09-14T20:27:15","slug":"ai-governance-in-pim","status":"publish","type":"post","link":"https:\/\/catsy.com\/blog\/ai-governance-in-pim\/","title":{"rendered":"How to Control AI in PIM for Governance and Brand Safety"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"30357\" class=\"elementor elementor-30357\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4ab1a4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ab1a4e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c090122\" data-id=\"c090122\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5cebbf6 elementor-widget elementor-widget-text-editor\" data-id=\"5cebbf6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"catsy-hero-modern\"><style>\n.catsy-hero-modern,\n.catsy-hero-modern * {\n  box-sizing: border-box;\n}\n.catsy-hero-modern {\n  font-family: system-ui, -apple-system, BlinkMacSystemFont, \"Segoe UI\", Arial, sans-serif;\n  background: #ffffff;\n  color: #0f172a;\n  line-height: 1.7;\n}\n.catsy-hero-modern .hero-wrap {\n  max-width: 1120px;\n  margin: 0 auto;\n  padding: 40px 24px 0;\n}\n.catsy-hero-modern .hero {\n  position: relative;\n  overflow: hidden;\n  padding: 40px 40px 0;\n  text-align: center;\n  background:\n    radial-gradient(circle at 10% 20%, rgba(158,17,123,0.15), transparent 28%),\n    radial-gradient(circle at 90% 80%, rgba(243,177,61,0.10), transparent 28%),\n    #0F172A;\n  border-radius: 20px;\n}\n.catsy-hero-modern .hero::before {\n  content: \"\";\n  position: absolute;\n  width: 280px;\n  height: 280px;\n  top: -160px;\n  right: -120px;\n  border: 1px solid rgba(243,177,61,0.13);\n  border-radius: 50%;\n}\n.catsy-hero-modern .hero::after {\n  content: \"\";\n  position: absolute;\n  width: 320px;\n  height: 320px;\n  left: -180px;\n  bottom: -210px;\n  border: 1px solid rgba(255,255,255,0.06);\n  border-radius: 50%;\n}\n.catsy-hero-modern .hero-content {\n  position: relative;\n  z-index: 2;\n  max-width: 850px;\n  margin: 0 auto;\n}\n.catsy-hero-modern .category {\n  display: inline-flex;\n  align-items: center;\n  gap: 8px;\n  margin-bottom: 18px;\n  padding: 6px 14px;\n  color: #F3B13D;\n  background: rgba(243,177,61,0.08);\n  border: 1px solid rgba(243,177,61,0.25);\n  border-radius: 999px;\n  font-size: 11px;\n  font-weight: 800;\n  letter-spacing: 0.11em;\n  text-transform: uppercase;\n  animation: catsyFadeUp .65s ease both;\n}\n.catsy-hero-modern .category-dot {\n  width: 6px;\n  height: 6px;\n  background: #F3B13D;\n  border-radius: 50%;\n}\n.catsy-hero-modern h1 {\n  max-width: 780px;\n  margin: 0 auto 16px;\n  color: #ffffff;\n  font-size: clamp(1.85rem, 3.4vw, 2.6rem);\n  font-weight: 800;\n  line-height: 1.15;\n  letter-spacing: -0.03em;\n  animation: catsyFadeUp .7s .08s ease both;\n}\n.catsy-hero-modern .description {\n  max-width: 650px;\n  margin: 0 auto 20px;\n  color: #CBD5E1;\n  font-size: 1rem;\n  line-height: 1.65;\n  animation: catsyFadeUp .7s .16s ease both;\n}\n.catsy-hero-modern .meta {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  flex-wrap: wrap;\n  gap: 9px;\n  margin: 0 auto 24px;\n  color: #94A3B8;\n  font-size: 0.78rem;\n  font-weight: 600;\n  animation: catsyFadeUp .7s .24s ease both;\n}\n.catsy-hero-modern .meta-dot {\n  color: #F3B13D;\n}\n.catsy-hero-modern .image-area {\n  position: relative;\n  z-index: 2;\n  width: 100%;\n  max-width: 320px;\n  margin: 0 auto;\n  padding: 8px 8px 0;\n  background: rgba(255,255,255,0.05);\n  border: 1px solid rgba(255,255,255,0.10);\n  border-bottom: 0;\n  border-radius: 14px 14px 0 0;\n  box-shadow:\n    0 -10px 28px rgba(0,0,0,0.15),\n    0 0 40px rgba(158,17,123,0.06);\n  animation: catsyImageUp .85s .30s ease both;\n}\n.catsy-hero-modern .image-area img {\n  width: 100%;\n  max-width: 300px;\n  height: auto;\n  display: block;\n  margin: 0 auto;\n  border-radius: 8px 8px 0 0;\n  transition: transform .35s ease;\n}\n@media (hover:hover) {\n  .catsy-hero-modern .image-area:hover img {\n    transform: translateY(-4px);\n  }\n}\n@keyframes catsyFadeUp {\n  from { opacity: 0; 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}\n  .catsy-hero-modern .image-area img { transition: none !important; }\n}\n<\/style>\n<div class=\"hero-wrap\">\n<div class=\"hero\">\n<div class=\"hero-content\">\n<div class=\"category\">\nAI Governance \u00b7 PIM Guide<\/div>\n<h1>How to Control AI in PIM for Governance and Brand Safety<\/h1>\n<p class=\"description\">Learn how manufacturers and retailers govern AI in PIM with approval workflows, MCP permissions, and validation rules that keep product data accurate.<\/p>\n<div class=\"meta\">\nCeejay S Teku\n<span class=\"meta-dot\">\u2022<\/span>\nSeptember 14, 2026\n<\/div>\n<\/div>\n<div class=\"image-area\">\n<img decoding=\"async\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2024\/10\/2_pim-dam-erp-syncing-pdp-6.png\" alt=\"Catsy PIM and DAM syncing with ERP to keep validated product data accurate on every product page\" loading=\"lazy\" \/>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-057b030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"057b030\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a209f2c\" data-id=\"a209f2c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31b47f9 elementor-widget elementor-widget-text-editor\" data-id=\"31b47f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div style=\"font-family: system-ui,-apple-system,BlinkMacSystemFont,'Segoe UI',Arial,sans-serif; background: #FFFFFF; color: #1e293b; line-height: 1.78; font-size: 17px; box-sizing: border-box;\">\n<div style=\"max-width: 1120px; margin: 0 auto; padding: 0 24px 72px; box-sizing: border-box;\">\n<div style=\"max-width: 860px; margin: 0 auto;\">\n\n<style>\n.catsy-toc-link{transition:transform .15s ease;}\n.catsy-toc-link .catsy-toc-dot{transition:background-color .15s ease, transform .15s ease;}\n.catsy-toc-link .catsy-toc-text{transition:color .15s ease;}\n.catsy-toc-link:hover .catsy-toc-text,\n.catsy-toc-link:focus-visible .catsy-toc-text{color:#1D4ED8 !important;text-decoration:underline;text-underline-offset:3px;}\n.catsy-toc-link:hover .catsy-toc-dot,\n.catsy-toc-link:focus-visible .catsy-toc-dot{background:#1D4ED8 !important;color:#FFFFFF !important;transform:translateX(2px);}\n.catsy-toc-link:focus-visible{outline:2px solid #1D4ED8;outline-offset:4px;border-radius:6px;}\n.catsy-table{width:100%;border-collapse:collapse;font-size:.92rem;}\n.catsy-table th{background:#9E117B;color:#fff;text-align:left;padding:14px 16px;font-weight:700;}\n.catsy-table td{padding:14px 16px;vertical-align:top;border-bottom:1px solid #E2E8F0;color:#334155;line-height:1.6;}\n.catsy-table tr:nth-child(even) td{background:#FBF5F9;}\n@media (max-width: 700px){.catsy-table, .catsy-table thead, .catsy-table tbody, .catsy-table th, .catsy-table td, .catsy-table tr{display:block;width:100%;} .catsy-table thead{display:none;} .catsy-table tr{margin-bottom:18px;border:1px solid #E2E8F0;border-radius:10px;overflow:hidden;} .catsy-table td{border-bottom:none;} .catsy-table td:before{content:attr(data-label);display:block;font-weight:800;color:#0f172a;margin-bottom:4px;font-size:.78rem;text-transform:uppercase;letter-spacing:.04em;}}\n.catsy-fig{margin:34px 0 38px;}\n.catsy-fig img{display:block;width:100%;height:auto;border:1px solid #E2E8F0;border-radius:16px;background:#F8FAFC;}\n.catsy-door{margin:0 0 20px;padding:22px 24px;background:#FFFFFF;border:1px solid #E2E8F0;border-left:4px solid #9E117B;border-radius:0 14px 14px 0;}\n.catsy-door h3{margin:0 0 10px;color:#0f172a;font-size:1.25rem;font-weight:bold;}\n.catsy-door p{margin:0;color:#334155;line-height:1.75;}\n.catsy-terms{margin:0 0 30px;padding:26px 28px;background:#F8FAFC;border:1px solid #E2E8F0;border-radius:16px;}\n@media (prefers-reduced-motion: reduce){.catsy-toc-link,.catsy-toc-link *{transition:none !important;transform:none !important;}}\n<\/style>\n\n<!-- ===== TABLE OF CONTENTS ===== -->\n<div style=\"position: relative;\">\n<div style=\"margin: 0 0 34px; padding: 22px 24px 18px; background: #FFFFFF; border: 1px solid #CBD5E1; border-radius: 6px; box-sizing: border-box; position: relative;\">\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#how-ai-got-in\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">How AI Got Into Your Catalog<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#three-doors\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">3 Doors AI Uses to Reach Your Product Data<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#sorting\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">Sorting Suggestions From Actions<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#approval-workflows\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">Here Are Approval Workflows That Survive Real Volume<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#mcp-permissions\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">How to Set MCP Permissions Before an Agent Connects<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#brand-safety\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">Brand Safety When AI Writes What Customers Read<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#bring-under-control\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">Bring AI Under Control Without Slowing Your Team Down<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#key-terms\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">Key Terms<\/span>\n<\/a>\n\n<a class=\"catsy-toc-link\" style=\"position: relative; display: flex; align-items: flex-start; gap: 14px; padding: 9px 0; text-decoration: none;\" href=\"#key-takeaways\" onmouseover=\"this.querySelector('.catsy-toc-dot').style.background='#1D4ED8';this.querySelector('.catsy-toc-dot').style.transform='translateX(2px)';this.querySelector('.catsy-toc-text').style.color='#1D4ED8';this.querySelector('.catsy-toc-text').style.textDecoration='underline';this.querySelector('.catsy-toc-text').style.textUnderlineOffset='3px';\" onmouseout=\"this.querySelector('.catsy-toc-dot').style.background='#9E117B';this.querySelector('.catsy-toc-dot').style.transform='translateX(0)';this.querySelector('.catsy-toc-text').style.color='#0f172a';this.querySelector('.catsy-toc-text').style.textDecoration='none';\">\n<span class=\"catsy-toc-dot\" style=\"flex: 0 0 22px; width: 22px; height: 22px; border-radius: 999px; background: #9E117B; color: #ffffff; display: flex; align-items: center; justify-content: center; line-height: 1;\">\n<svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-left: 1px;\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n<\/span>\n<span class=\"catsy-toc-text\" style=\"color: #0f172a; font-weight: bold; font-size: 1.02rem; line-height: 1.4; padding-top: 1px;\">Key Takeaways<\/span>\n<\/a>\n\n<\/div>\n<\/div>\n<!-- ===== END TABLE OF CONTENTS ===== -->\n\n<p style=\"margin: 0 0 22px;\">AI governance in PIM is the set of rules deciding what artificial intelligence may write, change, classify, or publish inside your product information management system. This includes the approvals, validation checks, and record-keeping processes that happen before any of it reaches a customer.<\/p>\n\n<p style=\"margin: 0 0 22px;\">Most teams arrive at this sideways. Who would hold a meeting about letting AI into the catalog, right? But somebody uses it to speed up descriptions, a colleague tries it on category codes, and months later, a significant share of what ships to your channels has been touched by a model that nobody was assigned to supervise. <\/p>\n\n<p style=\"margin: 0 0 30px;\">The practical question is not really whether you should allow AI, but whether you could reconstruct today what it changed, who approved it, and what would have caught an incorrect answer.<\/p>\n\n<!-- ===== SECTION 1 ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #F3B13D; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"how-ai-got-in\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">How AI Got Into Your Catalog<\/h2>\n<\/div>\n\n<p style=\"margin: 0 0 22px;\">AI in product data used to mean pasting a spec sheet into a chatbot and copying the answer into a field. This did not make spotting mistakes easier. <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\">Gartner expects task-specific AI agents to be built into a large share of enterprise applications by the end of 2026<\/a>, which means that the software you already pay for is learning to act rather than simply suggest.<\/p>\n\n<figure class=\"catsy-fig\">\n<img loading=\"lazy\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/ai-governance-in-pim1-e1789413994416.png\" alt=\"AI governance in PIM: controls over what AI may write, change, classify, or publish\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" \/>\n<\/figure>\n\n<p style=\"margin: 0 0 22px;\">However, supervision has not kept pace. <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\">That same study showed that it also expects more than 40% of agentic AI projects to be canceled by the end of 2027<\/a> due to reasons like rising costs, unclear value, and weak risk controls.<\/p>\n\n<p style=\"margin: 0 0 30px;\">The stakes are very real and direct because product content is what customers read. A wrong dimension, a classification that removes a required safety attribute, or an unsupervised pricing change does not stay inside the organization. A PIM pushes data to every channel you sell on, which is the point of owning one and also why one bad record can appear everywhere at once.<\/p>\n\n<!-- ===== SECTION 2 ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #9E117B; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"three-doors\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">3 Doors AI Uses to Reach Your Product Data<\/h2>\n<\/div>\n\n<figure class=\"catsy-fig\">\n<img loading=\"lazy\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/ai-governance-in-pim2-e1789414017407.png\" alt=\"Three ways AI reaches product data: drafting inside the PIM, connected agents, and outside shopping agents\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" \/>\n<\/figure>\n\n<div class=\"catsy-door\">\n<h3>Drafting and enrichment inside the PIM<\/h3>\n<p>AI writes a draft, tidies a unit of measure, flags a missing attribute, or proposes a category code, and nothing happens until a person accepts it. Your exposure here concerns quality, not permission.<\/p>\n<\/div>\n\n<div class=\"catsy-door\">\n<h3>The Agents are connected straight to your systems<\/h3>\n<p>Here, the tool stops handing you text and reaches into the system itself, whether that is the PIM or the ERP, CRM, or storefront it feeds. Once the software writes to a field with no person in the middle, the question is not how well the output reads, but what the agent was permitted to do and whether anyone signs off before it acts.<\/p>\n<\/div>\n\n<div class=\"catsy-door\">\n<h3>Shopping agents reading what you already published<\/h3>\n<p>The third door is not yours to control. AI shopping assistants and answer engines pull structured product data to compare items, recommend them, and increasingly purchase them for shoppers. <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-agentic-commerce-opportunity-how-ai-agents-are-ushering-in-a-new-era-for-consumers-and-merchants\">McKinsey expects agents to handle a substantial share of consumer commerce by 2030<\/a>, and whatever is live in your catalog is what they read. There will be no review step on the other side, so the accuracy of your data is critical.<\/p>\n<\/div>\n\n<!-- ===== SECTION 3 ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #F3B13D; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"sorting\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">Sorting Suggestions From Actions<\/h2>\n<\/div>\n\n<p style=\"margin: 0 0 22px;\">Before writing a single policy, split your assistive tools from the active agents. Assistive tools should be proposed but humans should be the ones to decide. Agents act as they reach into systems and change things.<\/p>\n\n<p style=\"margin: 0 0 18px;\">Plenty of companies now borrow structure from <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.nist.gov\/itl\/ai-risk-management-framework\">NIST&rsquo;s AI Risk Management Framework<\/a>. It is a voluntary guide built around four functions: Govern, Map, Measure, and Manage. Behind the terminology are four questions a content team can answer in an afternoon.<\/p>\n\n<ul style=\"margin: 0 0 26px; padding-left: 22px; color: #334155; line-height: 1.8;\">\n<li style=\"margin-bottom: 10px;\">What fields is AI allowed to edit?<\/li>\n<li style=\"margin-bottom: 10px;\">Where is it running right now?<\/li>\n<li style=\"margin-bottom: 10px;\">How often does it mess up?<\/li>\n<li style=\"margin-bottom: 10px;\">What is the exact protocol when a bad record goes live?<\/li>\n<\/ul>\n\n<p style=\"margin: 0 0 22px;\"><a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.iso.org\/standard\/42001\">ISO\/IEC 42001<\/a> covers similar ground in a certifiable form, which matters when an auditor expects proof rather than assurances. <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.whitecase.com\/insight-alert\/eu-ai-omnibus-enters-force-amending-ai-act\">The EU AI Act<\/a> also sets legal minimums for higher-risk uses, such as safety claims, and its deadlines have changed. An amendment that took effect in July 2026 sets December 2027 for most high-risk standalone systems and August 2028 for AI built into already regulated products.<\/p>\n\n<p style=\"margin: 0 0 18px;\">In a working PIM, PIM AI governance means several things must be true at once:<\/p>\n\n<ul style=\"margin: 0 0 30px; padding-left: 22px; color: #334155; line-height: 1.8;\">\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Scoped access.<\/strong> Every AI process is identifiable and confined to particular fields or actions, never given access to the entire catalog.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">A review gate.<\/strong> A person, a validation rule, or both must clear the output before it becomes live data.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Validation rules with no exceptions.<\/strong> Whatever completeness and accuracy checks block a messy manual entry should block AI content under identical terms.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">An audit trail.<\/strong> It should record what changed, who or what changed it, and who approved it.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">A kill switch.<\/strong> It should be tested and proven to work.<\/li>\n<\/ul>\n\n<!-- ===== SECTION 4 ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #9E117B; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"approval-workflows\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">Here Are Approval Workflows That Survive Real Volume<\/h2>\n<\/div>\n\n<p style=\"margin: 0 0 22px;\">An approval workflow that cannot keep up with AI output gets ignored within a quarter, and the sad truth is that nobody announces it. The AI approval workflows that last retain the familiar draft, review, approve, and publish structure but adjust the level of review according to the risk instead of applying it evenly.<\/p>\n\n<p style=\"margin: 0 0 26px;\">Confidence-based routing makes that workable. The model scores how certain it is, strong suggestions are cleared in bulk, and weak or high-impact ones go to a person. <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/catsy.com\/blog\/product-classification-for-manufacturers-2026\/\">Catsy&rsquo;s AI-assisted product classification<\/a> works this way. Its validation rules run on every code regardless of the score, so review effort tracks risk rather than catalog size.<\/p>\n\n<div style=\"margin: 0 0 30px; border: 1px solid #E2E8F0; border-radius: 16px; overflow: hidden;\">\n<table class=\"catsy-table\">\n<thead>\n<tr><th>Where the content came from<\/th><th>What review it needs<\/th><\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td data-label=\"Where the content came from\"><strong style=\"color: #0f172a;\">A person<\/strong><\/td>\n<td data-label=\"What review it needs\">Your normal workflow review<\/td>\n<\/tr>\n<tr>\n<td data-label=\"Where the content came from\"><strong style=\"color: #0f172a;\">An assistive AI draft<\/strong><\/td>\n<td data-label=\"What review it needs\">Sign-off before publishing, validation always running, and bulk approval above a confidence threshold<\/td>\n<\/tr>\n<tr>\n<td data-label=\"Where the content came from\"><strong style=\"color: #0f172a;\">An agent action, such as a field update or channel push<\/strong><\/td>\n<td data-label=\"What review it needs\">Approval before it runs, or an immediate audit if the agent was pre-approved for a narrow task<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n\n<!-- ===== SECTION 5 ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #F3B13D; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"mcp-permissions\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">How to Set MCP Permissions Before an Agent Connects<\/h2>\n<\/div>\n\n<p style=\"margin: 0 0 22px;\">MCP, short for <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.anthropic.com\/news\/model-context-protocol\">Model Context Protocol<\/a>, is an open standard released by Anthropic in late 2024 that gives AI tools one consistent way to connect to other systems instead of requiring a bespoke build for each pairing. Its useful property here is that access is requested, not assumed. An agent asks for specific data or tools, leaving a clear line between the model and anything sensitive behind it.<\/p>\n\n<p style=\"margin: 0 0 18px;\">This line only holds if somebody draws and enforces it. So, how should you establish MCP permissions?<\/p>\n\n<ul style=\"margin: 0 0 26px; padding-left: 22px; color: #334155; line-height: 1.8;\">\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Scope.<\/strong> Define which fields, categories, or channels the agent may read and which it may write to. A classification helper has no business accessing pricing.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Approval by action.<\/strong> Reading and drafting are relatively inexpensive to get wrong, but publishing and bulk updates are not, so they must wait for a person.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Logging.<\/strong> Records should be detailed enough to reconstruct what happened, not merely confirm that something happened.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Revocation.<\/strong> Test the cutoff before you need it because discovering during an incident that nobody knows how to revoke an agent&rsquo;s access can be very expensive.<\/li>\n<\/ul>\n\n<p style=\"margin: 0 0 30px;\"><a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/catsy.com\/blog\/pim-mcp-implementation-checklist\/\">Catsy&rsquo;s PIM MCP implementation checklist<\/a> covers the build itself: access controls, review points, and testing before you scale.<\/p>\n\n<!-- ===== SECTION 6 ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #9E117B; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"brand-safety\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">Brand Safety When AI Writes What Customers Read<\/h2>\n<\/div>\n\n<p style=\"margin: 0 0 22px;\">Brand safety here has nothing to do with ad placement. Businesses should understand that AI-touched content can damage trust, accuracy, or compliance once it reaches a buyer and that buyer may be an agent rather than a person. And right now, buyers have started double-checking. <a style=\"color: #9e117b; text-decoration: none; font-weight: 600;\" href=\"https:\/\/www.forrester.com\/press-newsroom\/forrester-2026-the-state-of-business-buying\/\">Forrester&rsquo;s 2026 business-buying research found AI search tools fast but frequently incomplete or unreliable<\/a>. <\/p>\n\n<figure class=\"catsy-fig\">\n<img loading=\"lazy\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/pim-retailers-increased-sku-coverage.png\" alt=\"Chart showing increased SKU coverage for retailers using a PIM system\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" \/>\n<\/figure>\n\n<p style=\"margin: 0 0 22px;\">The fix is confidence-based routing. High-confidence, low-impact edits (like fixing unit formats) pass automatically if they clear validation rules. Low-confidence or high-risk edits (like hazard statements or bulk updates) get routed straight to a human reviewer&rsquo;s queue.<\/p>\n\n<p style=\"margin: 0 0 22px;\">Keep AI out of live channels until validation runs, so the rules that stop an incomplete manual entry apply without exception.  Then, write your brand voice and banned claims into the workflow. Lastly, examine how your products are described in AI-generated answers. Governing your own data improves the odds of accurate representation, even though you cannot control what an outside agent says about you.<\/p>\n\n<p style=\"margin: 0 0 18px;\">Before widening what AI may do, test yourself on three questions:<\/p>\n\n<ul style=\"margin: 0 0 30px; padding-left: 22px; color: #334155; line-height: 1.8;\">\n<li style=\"margin-bottom: 10px;\">Can you name every AI process touching product data and identify what each one can access?<\/li>\n<li style=\"margin-bottom: 10px;\">Is there a defined review point before AI-generated changes go live?<\/li>\n<li style=\"margin-bottom: 10px;\">Could you reconstruct six months from now what a process changed and who signed off on it?<\/li>\n<\/ul>\n\n<!-- ===== CTA ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #F3B13D; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"bring-under-control\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">Bring AI Under Control Without Slowing Your Team Down<\/h2>\n<\/div>\n\n<p style=\"margin: 0 0 30px;\">Governing AI mostly means extending the structure you already have.<\/p>\n\n<div style=\"margin: 0; padding: 36px 34px; background: #0F172A; border-radius: 20px; text-align: left;\">\n<p style=\"margin: 0; color: #cbd5e1; line-height: 1.75;\"><a style=\"color: #f3b13d; text-decoration: none; font-weight: bold;\" href=\"https:\/\/catsy.com\/product-information-management-system\">Catsy&rsquo;s PIM software<\/a> enforces role-based permissions, approval workflows, and validation rules before content reaches a channel, whether a person or a model wrote it. These controls support governed AI product data without creating unnecessary bottlenecks. Use our AI Workflow Governance Canvas to map where AI touches your data today, or <a style=\"color: #f3b13d; text-decoration: none; font-weight: bold;\" href=\"https:\/\/catsy.com\/request-demo\">request a demo<\/a> to see the controls working with your own catalog.<\/p>\n<\/div>\n\n<!-- ===== KEY TERMS ===== -->\n<div style=\"margin: 60px 0 20px;\">\n<div style=\"width: 38px; height: 4px; background: #9E117B; border-radius: 999px; margin-bottom: 14px;\"><\/div>\n<h2 id=\"key-terms\" style=\"margin: 0; scroll-margin-top: 100px; color: #0f172a; font-size: clamp(1.7rem,3vw,2.15rem); font-weight: 800; line-height: 1.2; letter-spacing: -0.035em;\">Key Terms<\/h2>\n<\/div>\n\n<div class=\"catsy-terms\">\n<ul style=\"margin: 0; padding-left: 22px; color: #334155; line-height: 1.8;\">\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">AI agent:<\/strong> Software that completes a task on its own, such as updating a field or publishing content, rather than only suggesting what to do. It is also called agentic AI.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Assistive AI:<\/strong> AI that produces a draft or recommendation that a person must accept before anything changes.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Audit trail:<\/strong> A stored record of what changed, who or what changed it, and who approved it.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Brand safety:<\/strong> In product content, the risk that inaccurate, off-tone, or non-compliant material reaches a buyer or shopping agent.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Confidence-based routing:<\/strong> Sending AI output for human review only when the model&rsquo;s confidence score is low or the change is high-impact.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Kill switch:<\/strong> A tested way to pause or cut off an AI process immediately.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">MCP (Model Context Protocol):<\/strong> An open standard that lets AI tools connect to systems such as a PIM through one permission-based interface.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">NIST AI Risk Management Framework:<\/strong> A voluntary US framework organized around four functions: Govern, Map, Measure, and Manage.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">PIM (product information management):<\/strong> A system that stores product data and distributes it to every sales channel.<\/li>\n<li style=\"margin-bottom: 10px;\"><strong style=\"color: #0f172a;\">Validation rules:<\/strong> Automated completeness and accuracy checks that block content from being published until it passes.<\/li>\n<\/ul>\n<\/div>\n\n<!-- ===== KEY TAKEAWAYS ===== -->\n<div style=\"margin: 64px 0 24px; padding: 30px 30px 28px; background: #F8FAFC; border: 1px solid #E2E8F0; border-radius: 18px;\">\n<h2 id=\"key-takeaways\" style=\"margin: 0 0 20px; scroll-margin-top: 100px; color: #0f172a; font-size: 1.65rem; font-weight: 800; letter-spacing: -0.025em;\">Key Takeaways<\/h2>\n<ul style=\"margin: 0; padding-left: 22px; color: #334155; line-height: 1.8;\">\n<li style=\"margin-bottom: 10px;\">Adoption is outpacing control. Teams often struggle with AI product data because basic risk controls were not established first.<\/li>\n<li style=\"margin-bottom: 10px;\">AI reaches product data in three places: drafting inside the PIM, agents connected to your systems, and outside shopping agents reading what you have published.<\/li>\n<li style=\"margin-bottom: 10px;\">Filter reviews by risk level. Routing every edit to a manual human-review queue creates a bottleneck. Instead, use confidence scores to reserve human sign-off for low-confidence or high-impact edits.<\/li>\n<li style=\"margin-bottom: 10px;\">Override your default MCP permissions. Define field scopes, set required approval gates, log all activity, and test revocation protocols before deploying agents at scale.<\/li>\n<li style=\"margin-bottom: 10px;\">Protect the accuracy of your live catalog by enforcing strict PIM validation rules so the data AI agents ingest remains accurate.<\/li>\n<\/ul>\n<\/div>\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@graph\": [\n    {\n      \"@type\": \"Article\",\n      \"@id\": \"https:\/\/catsy.com\/blog\/ai-governance-in-pim\/\",\n      \"headline\": \"How to Control AI in PIM for Governance and Brand Safety\",\n      \"description\": \"AI governance in PIM is the set of rules deciding what artificial intelligence may write, change, classify, or publish inside your product information management system.\",\n      \"image\": [\n        \"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/ai-governance-in-pim1-e1789413994416.png\",\n        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]\n}\n<\/script>\n\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-aa013d5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aa013d5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d6d722a\" data-id=\"d6d722a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4d94b7 elementor-widget elementor-widget-video\" data-id=\"a4d94b7\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=ZxDcjsUHBgg&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;modestbranding&quot;:&quot;yes&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-24953cc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"24953cc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6abc893\" data-id=\"6abc893\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4d1378 elementor-align-right elementor-widget elementor-widget-global elementor-global-9870 elementor-widget-button\" data-id=\"e4d1378\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/catsy.com\/request-demo\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Book a Demo!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ae8ed65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae8ed65\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f0cd077\" data-id=\"f0cd077\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ace78f2 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-global elementor-global-9437 elementor-widget-divider\" data-id=\"ace78f2\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tFAQs\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c68533f elementor-widget elementor-widget-toggle\" data-id=\"c68533f\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2081\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2081\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is AI governance in a PIM system? <\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2081\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2081\"><p><span style=\"font-weight: 400;\">The policies, permissions, and reviews that control what AI can change or publish in your product data, plus the record of who approved it.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2082\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2082\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is the difference between assistive AI and an AI agent?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2082\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2082\"><p><span style=\"font-weight: 400;\">Assistive AI suggests and waits for a person. An agent carries out the action itself, so it needs explicit permission limits.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2083\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2083\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is MCP, and why does it matter here?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2083\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2083\"><p><span style=\"font-weight: 400;\">Model Context Protocol is an open standard for connecting AI tools to systems like a PIM. It gives you one place to limit access and require approval.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2084\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2084\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Does governing AI slow the workflow down?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2084\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2084\"><p><span style=\"font-weight: 400;\">Not if review scales with risk. Approve high-confidence output in bulk and send only weak or high-impact items to a person.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2085\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2085\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">How is this connected to brand safety? <\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2085\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2085\"><p><span style=\"font-weight: 400;\">Unreviewed AI content becomes a brand safety problem the moment a buyer or shopping agent sees the wrong claim or a missing compliance detail.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-e00f6c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e00f6c1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ae22873\" data-id=\"ae22873\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d97b4a7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d97b4a7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d41849d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d41849d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-42aa7bf\" data-id=\"42aa7bf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd43faf elementor-author-box--avatar-yes elementor-author-box--name-yes elementor-author-box--biography-yes elementor-author-box--link-no elementor-widget elementor-widget-global elementor-global-9443 elementor-widget-author-box\" data-id=\"dd43faf\" data-element_type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/777ba477362be24eee70c7480944b652?s=300&amp;d=mm&amp;r=g\" alt=\"Ceejay S Teku\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<h4 class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tCeejay S Teku\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93b3e07 elementor-widget elementor-widget-global elementor-global-9446 elementor-widget-post-info\" data-id=\"93b3e07\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-c8acb19 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a 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class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dfdc8f elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-global elementor-global-9449 elementor-widget-divider\" data-id=\"6dfdc8f\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tSHARE\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-48c718d\" data-id=\"48c718d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0ae0a49 elementor-widget elementor-widget-spacer\" data-id=\"0ae0a49\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08c0fb1 elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-rounded elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-global elementor-global-9452 elementor-widget-share-buttons\" data-id=\"08c0fb1\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-grid\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-cf2490c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cf2490c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-80c11cf\" data-id=\"80c11cf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-424d490 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"424d490\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6e20307 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e20307\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a14fd9\" data-id=\"9a14fd9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf4baf7 elementor-posts__hover-none elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-widget elementor-widget-posts\" data-id=\"cf4baf7\" data-element_type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-30357 post type-post status-publish format-standard hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/ai-governance-in-pim\/\" >\n\t\t\t\tHow to Control AI in PIM for Governance and Brand Safety\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/ai-governance-in-pim\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tSeptember 14, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-30345 post type-post status-publish format-standard has-post-thumbnail hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/product-data-quality-standards\/\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-quality-standards-300x158.png\" class=\"attachment-medium size-medium wp-image-30347\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-quality-standards-300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-quality-standards-1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-quality-standards-768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-quality-standards-1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-quality-standards-2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" loading=\"lazy\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/product-data-quality-standards\/\" >\n\t\t\t\tHow to Set Product Data Quality Standards for Product Listings\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/product-data-quality-standards\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tSeptember 14, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-30273 post type-post status-publish format-standard has-post-thumbnail hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/product-data-change-impact-analysis\/\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-change-impact-analysis--300x158.png\" class=\"attachment-medium size-medium wp-image-30325\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-change-impact-analysis--300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-change-impact-analysis--1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-change-impact-analysis--768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-change-impact-analysis--1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/product-data-change-impact-analysis--2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" loading=\"lazy\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/product-data-change-impact-analysis\/\" >\n\t\t\t\tProduct Spec Change Management: How to Update Data Without Channel Errors\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/product-data-change-impact-analysis\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tSeptember 8, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-30252 post type-post status-publish format-standard has-post-thumbnail hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/pim-mcp-vs-api-which-product-data-connection-fits-your-workflow\/\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/pim-mcp-vs-api-product-data-connection-300x158.png\" class=\"attachment-medium size-medium wp-image-30255\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/pim-mcp-vs-api-product-data-connection-300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/pim-mcp-vs-api-product-data-connection-1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/pim-mcp-vs-api-product-data-connection-768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/pim-mcp-vs-api-product-data-connection-1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/pim-mcp-vs-api-product-data-connection-2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" loading=\"lazy\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/pim-mcp-vs-api-which-product-data-connection-fits-your-workflow\/\" >\n\t\t\t\tPIM MCP vs API Which Product-Data Connection Fits Your Workflow\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/pim-mcp-vs-api-which-product-data-connection-fits-your-workflow\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tSeptember 3, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-30214 post type-post status-publish format-standard has-post-thumbnail hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/why-unstructured-product-data-makes-your-b2b-catalog-invisible-to-ai-shopping-agents\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/unstructured-product-data-ai-shopping-agents-300x158.png\" class=\"attachment-medium size-medium wp-image-30229\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/unstructured-product-data-ai-shopping-agents-300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/unstructured-product-data-ai-shopping-agents-1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/unstructured-product-data-ai-shopping-agents-768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/unstructured-product-data-ai-shopping-agents-1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/unstructured-product-data-ai-shopping-agents-2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/why-unstructured-product-data-makes-your-b2b-catalog-invisible-to-ai-shopping-agents\/\" >\n\t\t\t\tWhy Unstructured Product Data Makes Your B2B Catalog Invisible to AI Shopping Agents\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/why-unstructured-product-data-makes-your-b2b-catalog-invisible-to-ai-shopping-agents\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tSeptember 2, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-30200 post type-post status-publish format-standard has-post-thumbnail hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/supplier-product-data-onboarding-framework-for-manufacturers-and-distributors\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/supplier-product-data-onboarding-framework--300x158.png\" class=\"attachment-medium size-medium wp-image-30201\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/supplier-product-data-onboarding-framework--300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/supplier-product-data-onboarding-framework--1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/supplier-product-data-onboarding-framework--768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/supplier-product-data-onboarding-framework--1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/09\/supplier-product-data-onboarding-framework--2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/supplier-product-data-onboarding-framework-for-manufacturers-and-distributors\/\" >\n\t\t\t\tSupplier Product Data Onboarding Framework for Manufacturers and Distributors\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/supplier-product-data-onboarding-framework-for-manufacturers-and-distributors\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tSeptember 1, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-29970 post type-post status-publish format-standard has-post-thumbnail hentry category-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/pim-mcp-implementation-checklist\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1-300x158.png\" class=\"attachment-medium size-medium wp-image-29972\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1-300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1-1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1-768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1-1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1-2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/pim-mcp-implementation-checklist\/\" >\n\t\t\t\tPIM MCP Implementation Checklist for Connecting AI Agents Safely\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/pim-mcp-implementation-checklist\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 26, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-29908 post type-post status-publish format-standard has-post-thumbnail hentry category-pim category-pim-dam\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/parent-vs-sku-attributes\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-300x158.png\" class=\"attachment-medium size-medium wp-image-29922\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-300x158.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1024x538.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-768x403.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-1536x807.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/08\/Email-Template-2048x1075.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/parent-vs-sku-attributes\/\" >\n\t\t\t\tParent vs. SKU Attributes: How to Set Attribute Ownership in a Complex PIM\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/parent-vs-sku-attributes\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 21, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-29808 post type-post status-publish format-standard has-post-thumbnail hentry category-pim category-pim-dam category-shopify-pim tag-pim-software tag-product-information-management tag-shopify-pim\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/shopify-mcp-pim\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/07\/pim-shopify-mcp-ai-agents-300x169.png\" class=\"attachment-medium size-medium wp-image-29817\" alt=\"pim-shopify-mcp-ai-agents\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/07\/pim-shopify-mcp-ai-agents-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/07\/pim-shopify-mcp-ai-agents-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/07\/pim-shopify-mcp-ai-agents-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/07\/pim-shopify-mcp-ai-agents.png 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/shopify-mcp-pim\/\" >\n\t\t\t\tMastering the Shopify MCP: A Guide to Enhanced Store Performance\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/shopify-mcp-pim\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tJuly 24, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\n\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ef9047f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ef9047f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a55fcf5\" data-id=\"a55fcf5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51daa36 elementor-widget elementor-widget-spacer\" data-id=\"51daa36\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ea54134 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea54134\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-276b43b\" data-id=\"276b43b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ed43dec elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-global elementor-global-9434 elementor-widget-call-to-action\" data-id=\"ed43dec\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a class=\"elementor-cta\" href=\"https:\/\/catsy.com\/request-demo\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/catsy.com\/blog\/wp-content\/uploads\/2022\/09\/new-blog-cta-3-1024x256.png);\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">Speed to Market<\/h3>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tGet to Market Faster with Catsy\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<span class=\"elementor-cta__button elementor-button elementor-size-md\">\n\t\t\t\t\t\tRequest Demo\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI Governance \u00b7 PIM Guide How to Control AI in PIM for Governance and Brand Safety Learn how manufacturers and retailers govern AI in PIM<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[16],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Control AI in PIM for Governance and Brand Safety - Catsy DAM + PIM<\/title>\n<meta name=\"description\" content=\"Learn how manufacturers and retailers govern AI in PIM with approval workflows, MCP permissions, and validation rules that keep product data accurate.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/catsy.com\/blog\/ai-governance-in-pim\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Control AI in PIM for Governance and Brand Safety - Catsy DAM + PIM\" \/>\n<meta property=\"og:description\" content=\"Learn how manufacturers and retailers govern AI in PIM with approval workflows, MCP permissions, and validation rules that keep product data accurate.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/catsy.com\/blog\/ai-governance-in-pim\/\" \/>\n<meta property=\"og:site_name\" content=\"Catsy DAM + PIM\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/catsyhq\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-14T20:22:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-14T20:27:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2024\/10\/2_pim-dam-erp-syncing-pdp-6.png\" \/>\n<meta name=\"author\" content=\"Ceejay S Teku\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@catsyhq\" 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