{"id":3168,"date":"2026-11-11T09:29:10","date_gmt":"2026-11-11T09:29:10","guid":{"rendered":"https:\/\/circularpass.io\/?page_id=3168"},"modified":"2026-11-12T13:21:52","modified_gmt":"2026-11-12T13:21:52","slug":"artificial-intelligence","status":"publish","type":"page","link":"https:\/\/circularpass.io\/ar\/artificial-intelligence\/","title":{"rendered":"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"<div class=\"vce-row-container\"><div class=\"vce-row vce-row--col-gap-30 vce-row-no-paddings vce-row-equal-height vce-row-content--top\" data-vce-full-width=\"true\" data-vce-stretch-content=\"true\" id=\"el-59df7207\" data-vce-do-apply=\"all el-59df7207\"><div class=\"vce-row-content\" data-vce-element-content=\"true\"><div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-cb2095d1\"><div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-cb2095d1\"><div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-cb2095d1\"><div class=\"vce-raw-html\"><div class=\"vce-raw-html-wrapper\" id=\"el-0b89161a\" data-vce-do-apply=\"all el-0b89161a\">\n<!-- CIRCULARPASS AI | FINAL ELEMENTOR HTML -->\n\n<div id=\"cp-ai-page\">\n\n<style>\n@import url('https:\/\/fonts.googleapis.com\/css2?family=Nunito:wght@300;400;500;600;700;800;900&display=swap');\n\n#cp-ai-page {\n  --purple: #7900ff;\n  --beige: #f5f2f0;\n  --dark: #191919;\n  --muted: #777277;\n  font-family: 'Nunito', sans-serif !important;\n  color: var(--dark);\n  background: #fff;\n  width: 100vw;\n  max-width: none;\n  margin-left: calc(50% - 50vw);\n  margin-right: calc(50% - 50vw);\n  overflow-x: clip;\n}\n\n#cp-ai-page *,\n#cp-ai-page *::before,\n#cp-ai-page *::after {\n  box-sizing: border-box;\n  font-family: 'Nunito', sans-serif !important;\n}\n\n#cp-ai-page h1,\n#cp-ai-page h2,\n#cp-ai-page h3,\n#cp-ai-page h4,\n#cp-ai-page p {\n  margin-top: 0;\n}\n\n#cp-ai-page h1 {\n  font-size: clamp(36px, 3.5vw, 56px);\n  font-weight: 400;\n  line-height: 1.15;\n  letter-spacing: -1.5px;\n  color: #191919;\n  margin-bottom: 27px;\n}\n\n#cp-ai-page h2 {\n  font-size: clamp(27px, 2.5vw, 36px);\n  font-weight: 500;\n  line-height: 1.25;\n  letter-spacing: -1px;\n  color: #191919;\n  margin: 18px 0 28px;\n}\n\n#cp-ai-page h3 { font-weight: 700; 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}\n\n#cp-ai-page .cp-panel-note {\n  color: #888;\n  font-size: 9px;\n  line-height: 1.4;\n  margin-top: 8px;\n}\n\n\/* ABOUT *\/\n\n#cp-ai-page .cp-about { background: #fff; }\n\n#cp-ai-page .cp-about-grid {\n  display: grid;\n  grid-template-columns: 1.05fr 1fr;\n  gap: 7%;\n  align-items: center;\n}\n\n#cp-ai-page .cp-about-copy {\n  min-width: 0;\n}\n\n#cp-ai-page .cp-about-copy p {\n  font-size: 14px;\n  line-height: 1.85;\n  margin-bottom: 22px;\n}\n\n#cp-ai-page .cp-capabilities {\n  background: var(--beige);\n  border-radius: 24px;\n  padding: 34px;\n  min-width: 0;\n}\n\n#cp-ai-page .cp-capabilities-title {\n  color: #aaa3a8;\n  font-size: 12px;\n  font-weight: 800;\n  letter-spacing: 1.2px;\n  margin-bottom: 23px;\n}\n\n#cp-ai-page .cp-capability {\n  display: flex;\n  align-items: center;\n  gap: 14px;\n  margin: 20px 0;\n  font-size: 13px;\n  line-height: 1.65;\n}\n\n\/* ==========================================\n   NEW CIRCLED TICKS - GS1 RESOLVER STYLE\n========================================== *\/\n\n#cp-ai-page .cp-check {\n  width: 15px;\n  height: 15px;\n  min-width: 15px;\n  border: 1.8px solid #7900ff;\n  border-radius: 50%;\n  display: inline-flex;\n  align-items: center;\n  justify-content: center;\n  color: #7900ff;\n  flex-shrink: 0;\n  position: relative;\n}\n\n#cp-ai-page .cp-check::after {\n  content: \"\u2713\";\n  font-size: 9px;\n  font-weight: 900;\n  line-height: 1;\n}\n\n\/* ========================================== *\/\n\n#cp-ai-page .cp-cap-footer {\n  display: flex;\n  align-items: center;\n  gap: 14px;\n  border-top: 1px solid #dfd9d6;\n  padding-top: 23px;\n  margin-top: 28px;\n}\n\n#cp-ai-page .cp-cap-icon {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  background: #ebdcff;\n  color: var(--purple);\n  border-radius: 11px;\n  width: 43px;\n  height: 43px;\n  font-size: 23px;\n  flex-shrink: 0;\n}\n\n#cp-ai-page .cp-cap-footer strong {\n  display: block;\n  font-size: 13px;\n}\n\n#cp-ai-page .cp-cap-footer small {\n  color: #aaa3a8;\n  font-size: 10px;\n}\n\n\/* HOW IT WORKS *\/\n\n#cp-ai-page .cp-how { background: var(--beige); }\n#cp-ai-page .cp-how .cp-intro { max-width: 960px; }\n\n#cp-ai-page .cp-track-title {\n  display: flex;\n  align-items: center;\n  flex-wrap: wrap;\n  gap: 13px;\n  margin: 45px 0 18px;\n}\n\n#cp-ai-page .cp-track-badge {\n  background: #eadbfb;\n  color: var(--purple);\n  border-radius: 7px;\n  padding: 8px 11px;\n  font-size: 10px;\n  font-weight: 800;\n}\n\n#cp-ai-page .cp-track-title strong { font-size: 13px; }\n\n#cp-ai-page .cp-step {\n  display: grid;\n  grid-template-columns: 55px 1fr;\n  gap: 18px;\n  background: #fff;\n  border-radius: 17px;\n  padding: 25px 28px;\n  margin: 12px 0;\n  transition: transform .2s, box-shadow .2s;\n}\n\n#cp-ai-page .cp-step:hover {\n  transform: translateY(-3px);\n  box-shadow: 0 12px 25px #0000000d;\n}\n\n#cp-ai-page .cp-step-number {\n  color: #e2cdf4;\n  font-size: 22px;\n  font-weight: 800;\n}\n\n#cp-ai-page .cp-step-icon {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  margin-top: 7px;\n  background: #f1e5ff;\n  color: var(--purple);\n  border-radius: 8px;\n  width: 30px;\n  height: 30px;\n}\n\n#cp-ai-page .cp-step h3 {\n  color: #191919;\n  font-size: 14px;\n  font-weight: 800;\n  margin: 0 0 10px;\n}\n\n#cp-ai-page .cp-step p {\n  font-size: 13px;\n  line-height: 1.75;\n  margin-bottom: 12px;\n}\n\n#cp-ai-page .cp-chips {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 7px;\n}\n\n#cp-ai-page .cp-chips span {\n  background: var(--beige);\n  color: #746d72;\n  font-size: 10px;\n  border-radius: 20px;\n  padding: 6px 10px;\n}\n\n\/* DEMO *\/\n\n#cp-ai-page .cp-demo { background: #fff; 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}\n\n#cp-ai-page .cp-result b {\n  color: #191919;\n  text-align: right;\n}\n\n#cp-ai-page .cp-note {\n  color: #999;\n  font-size: 11px;\n  margin-top: 14px;\n}\n\n\/* FOOTER *\/\n\n#cp-ai-page .cp-footer {\n  background: #191919;\n  text-align: center;\n  padding: 80px 20px;\n}\n\n#cp-ai-page .cp-footer h2 {\n  color: #fff !important;\n  max-width: 800px;\n  margin: 20px auto;\n}\n\n#cp-ai-page .cp-footer p {\n  color: #b3b3b3;\n  max-width: 750px;\n  margin: auto;\n  font-size: 14px;\n}\n\n\/* RESPONSIVE *\/\n\n@media (max-width: 900px) {\n  #cp-ai-page .cp-hero-grid,\n  #cp-ai-page .cp-about-grid {\n    grid-template-columns: 1fr;\n    gap: 40px;\n  }\n\n  #cp-ai-page .cp-dark-panel { max-width: 650px; }\n  #cp-ai-page .cp-section { padding: 60px 0; }\n  #cp-ai-page .cp-hero { padding: 55px 0; }\n}\n\n@media (max-width: 600px) {\n  #cp-ai-page .cp-panel-grid {\n    grid-template-columns: 1fr;\n  }\n\n  #cp-ai-page .cp-fields {\n    grid-template-columns: repeat(2,minmax(0,1fr));\n  }\n}\n\n@media (max-width: 480px) {\n  #cp-ai-page .cp-container,\n  #cp-ai-page .cp-narrow {\n    padding-left: 20px;\n    padding-right: 20px;\n  }\n\n  #cp-ai-page h1 {\n    font-size: 36px;\n    letter-spacing: -1px;\n  }\n\n  #cp-ai-page .cp-dark-panel {\n    padding: 18px;\n    border-radius: 20px;\n  }\n\n  #cp-ai-page .cp-panel-header h3 { font-size: 15px; }\n\n  #cp-ai-page .cp-ai-badge {\n    font-size: 9px;\n    padding: 8px 10px;\n  }\n\n  #cp-ai-page .cp-metrics { gap: 6px; }\n  #cp-ai-page .cp-metric { padding: 9px 7px; }\n\n  #cp-ai-page .cp-metric small,\n  #cp-ai-page .cp-metric strong {\n    font-size: 9px;\n  }\n\n  #cp-ai-page .cp-panel-card { padding: 12px; }\n\n  #cp-ai-page .cp-field {\n    padding: 9px;\n    font-size: 9px;\n  }\n\n  #cp-ai-page .cp-field b { font-size: 9px; }\n  #cp-ai-page .cp-capabilities { padding: 23px; }\n\n  #cp-ai-page .cp-step {\n    grid-template-columns: 42px 1fr;\n    padding: 18px;\n    gap: 11px;\n  }\n\n  #cp-ai-page .cp-demo-controls { flex-direction: column; }\n  #cp-ai-page .cp-demo-body { padding: 16px; }\n\n  #cp-ai-page .cp-result {\n    align-items: flex-start;\n    font-size: 11px;\n  }\n}\n\n@media (prefers-reduced-motion: reduce) {\n  #cp-ai-page .cp-step { transition: none; }\n}\n<\/style>\n\n<!-- HERO -->\n\n<section class=\"cp-hero\">\n  <div class=\"cp-container cp-hero-grid\">\n\n    <div class=\"cp-hero-copy\">\n\n      <div class=\"cp-tech-tag\">\n        <span class=\"cp-tech-dot\"><\/span>\n        Technology\n      <\/div>\n\n      <h1>\n        Turning data into insights with artificial intelligence\n      <\/h1>\n\n      <div class=\"cp-subtitle\">\n        Structured, traceable data ready for Digital Product Passports.\n      <\/div>\n\n      <p>\n        At CircularPass, we integrate artificial intelligence\n        to simplify the collection and interpretation of business\n        data, transforming it into valuable information for\n        Digital Product Passports (DPPs).\n      <\/p>\n\n      <p>\n        Our approach combines intelligent data extraction with\n        the development of AI-assisted integrations, simplifying\n        information management and connectivity with enterprise systems.\n      <\/p>\n\n    <\/div>\n\n    <!-- COMPACT MOCKUP -->\n\n    <div class=\"cp-dark-panel\">\n\n      <div class=\"cp-panel-header\">\n        <div>\n          <small>AI DATA PROCESSING<\/small>\n          <h3>Digital Product Passport<\/h3>\n        <\/div>\n\n        <span class=\"cp-ai-badge\">AI assisted<\/span>\n      <\/div>\n\n      <div class=\"cp-metrics\">\n\n        <div class=\"cp-metric\">\n          <small>Data source<\/small>\n          <strong>EPD \/ PDF<\/strong>\n        <\/div>\n\n        <div class=\"cp-metric\">\n          <small>Processing<\/small>\n          <strong>AI Mapping<\/strong>\n        <\/div>\n\n        <div class=\"cp-metric\">\n          <small>Review<\/small>\n          <strong>Human validated<\/strong>\n        <\/div>\n\n      <\/div>\n\n      <div class=\"cp-panel-grid\">\n\n        <div class=\"cp-panel-card\">\n          <h4>\n            <span class=\"cp-number\">01<\/span>\n            Information sources\n          <\/h4>\n\n          <div class=\"cp-fields\">\n            <div class=\"cp-field\">\n              <span>EPD \/ PDF<\/span>\n              <b>Detected<\/b>\n            <\/div>\n\n            <div class=\"cp-field\">\n              <span>Excel \/ ERP<\/span>\n              <b>Sources<\/b>\n            <\/div>\n          <\/div>\n        <\/div>\n\n        <div class=\"cp-panel-card\">\n          <h4>\n            <span class=\"cp-number\">02<\/span>\n            Data extraction &amp; mapping\n          <\/h4>\n\n          <div class=\"cp-fields\">\n            <div class=\"cp-field\">\n              <span>Material composition<\/span>\n              <b>Mapped<\/b>\n            <\/div>\n\n            <div class=\"cp-field\">\n              <span>Carbon footprint<\/span>\n              <b>Mapped<\/b>\n            <\/div>\n          <\/div>\n        <\/div>\n\n        <div class=\"cp-panel-card\">\n          <h4>\n            <span class=\"cp-number\">03<\/span>\n            Quality &amp; traceability\n          <\/h4>\n\n          <div class=\"cp-fields\">\n            <div class=\"cp-field\">\n              <span>Source reference<\/span>\n              <b>Linked<\/b>\n            <\/div>\n\n            <div class=\"cp-field\">\n              <span>Missing fields<\/span>\n              <b>Review<\/b>\n            <\/div>\n          <\/div>\n        <\/div>\n\n        <div class=\"cp-panel-card\">\n          <h4>\n            <span class=\"cp-number\">04<\/span>\n            Digital Product Passport\n          <\/h4>\n\n          <div class=\"cp-fields\">\n            <div class=\"cp-field\">\n              <span>Structured data<\/span>\n              <b>DPP Model<\/b>\n            <\/div>\n\n            <div class=\"cp-field\">\n              <span>Product attributes<\/span>\n              <b>Mapped<\/b>\n            <\/div>\n          <\/div>\n        <\/div>\n\n      <\/div>\n\n      <div class=\"cp-panel-footer\">\n        <span>\n          <span class=\"cp-green-dot\">\u25cf<\/span>\n          AI workflow \u00b7 Concept preview\n        <\/span>\n\n        <span>\n          Traceable \u00b7 Structured \u00b7 Reusable\n        <\/span>\n      <\/div>\n\n      <div class=\"cp-panel-note\">\n        Conceptual illustration. No real data is being processed.\n      <\/div>\n\n    <\/div>\n\n  <\/div>\n<\/section>\n\n<!-- ABOUT -->\n\n<section class=\"cp-section cp-about\">\n  <div class=\"cp-container\">\n\n    <div class=\"cp-label\">ABOUT<\/div>\n\n    <h2>What is artificial intelligence at CircularPass?<\/h2>\n\n    <div class=\"cp-about-grid\">\n\n      <div class=\"cp-about-copy\">\n\n        <p>\n          Artificial intelligence is a key technology in the\n          evolution of CircularPass, helping simplify the creation\n          and maintenance of Digital Product Passports.\n        <\/p>\n\n        <p>\n          Much of the information required for a DPP already exists\n          within companies, but is often scattered across PDFs,\n          Environmental Product Declarations (EPDs), Excel spreadsheets\n          and enterprise management systems.\n        <\/p>\n\n        <p>\n          AI helps identify relevant information, extract and\n          structure product attributes, and suggest mappings to\n          the CircularPass data model. This reduces manual data\n          entry and helps identify incomplete or inconsistent information.\n        <\/p>\n\n        <p>\n          Traceability to original sources and company-led\n          validation remain essential to ensuring the quality\n          and reliability of the information included in the\n          Digital Product Passport.\n        <\/p>\n\n      <\/div>\n\n      <div class=\"cp-capabilities\">\n\n        <div class=\"cp-capabilities-title\">\n          KEY CAPABILITIES\n        <\/div>\n\n        <!-- NEW CIRCLED CHECK ICONS -->\n\n        <div class=\"cp-capability\">\n          <span class=\"cp-check\" aria-hidden=\"true\"><\/span>\n          AI-assisted extraction from PDFs, EPDs,\n          Excel and other records\n        <\/div>\n\n        <div class=\"cp-capability\">\n          <span class=\"cp-check\" aria-hidden=\"true\"><\/span>\n          Identification and structuring of relevant\n          product attributes\n        <\/div>\n\n        <div class=\"cp-capability\">\n          <span class=\"cp-check\" aria-hidden=\"true\"><\/span>\n          Suggested mappings to DPP data attributes\n        <\/div>\n\n        <div class=\"cp-capability\">\n          <span class=\"cp-check\" aria-hidden=\"true\"><\/span>\n          Detection of missing or potentially\n          inconsistent information\n        <\/div>\n\n        <div class=\"cp-capability\">\n          <span class=\"cp-check\" aria-hidden=\"true\"><\/span>\n          Source traceability and human validation\n        <\/div>\n\n        <div class=\"cp-capability\">\n          <span class=\"cp-check\" aria-hidden=\"true\"><\/span>\n          Development of AI-agent-assisted ERP\n          and PLM integrations\n        <\/div>\n\n        <div class=\"cp-cap-footer\">\n\n          <div class=\"cp-cap-icon\">\u2727<\/div>\n\n          <div>\n            <strong>Artificial Intelligence<\/strong>\n            <small>\n              Structured \u00b7 Traceable \u00b7 Human-validated\n            <\/small>\n          <\/div>\n\n        <\/div>\n\n      <\/div>\n\n    <\/div>\n\n  <\/div>\n<\/section>\n\n<!-- HOW IT WORKS -->\n\n<section class=\"cp-section cp-how\">\n  <div class=\"cp-narrow\">\n\n    <div class=\"cp-intro\">\n\n      <div class=\"cp-label\">HOW IT WORKS<\/div>\n\n      <h2>How does AI work at CircularPass?<\/h2>\n\n      <p>\n        CircularPass is developing artificial intelligence capabilities\n        around two complementary workstreams: extracting and mapping\n        existing information for Digital Product Passports, and\n        accelerating enterprise integrations through AI agents.\n      <\/p>\n\n      <p>\n        Both share the same objective: transforming scattered information\n        into structured, reusable data while reducing manual effort\n        and maintaining control over data quality.\n      <\/p>\n\n    <\/div>\n\n    <div class=\"cp-track-title\">\n      <span class=\"cp-track-badge\">WORKSTREAM 01<\/span>\n      <strong>Data extraction and mapping<\/strong>\n    <\/div>\n\n    <p>\n      CircularPass is incorporating AI to transform existing business\n      information into structured attributes for Digital Product Passports.\n    <\/p>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">01<\/div>\n        <div class=\"cp-step-icon\">\u25a4<\/div>\n      <\/div>\n\n      <div>\n        <h3>Identifying information sources<\/h3>\n        <p>\n          The process starts with existing business documents\n          and records, including PDFs, EPDs, Excel spreadsheets\n          and other sources of technical, environmental and\n          product information.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>PDF<\/span>\n          <span>EPD<\/span>\n          <span>Excel<\/span>\n          <span>Corporate records<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">02<\/div>\n        <div class=\"cp-step-icon\">\u2727<\/div>\n      <\/div>\n\n      <div>\n        <h3>Intelligent data extraction<\/h3>\n        <p>\n          AI identifies relevant values and attributes within\n          documents, interprets them and converts them into\n          structured information, helping reduce manual transcription.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>AI Extraction<\/span>\n          <span>Data identification<\/span>\n          <span>Structured information<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">03<\/div>\n        <div class=\"cp-step-icon\">\u21c4<\/div>\n      <\/div>\n\n      <div>\n        <h3>Mapping to DPP attributes<\/h3>\n        <p>\n          Extracted information is mapped to the CircularPass data\n          model through suggested attribute correspondences,\n          simplifying the identification of information required\n          to complete the Digital Product Passport.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>Attribute mapping<\/span>\n          <span>DPP model<\/span>\n          <span>Semantic alignment<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">04<\/div>\n        <div class=\"cp-step-icon\">\u2713<\/div>\n      <\/div>\n\n      <div>\n        <h3>Verification, traceability and validation<\/h3>\n        <p>\n          Potential inconsistencies and missing information\n          are highlighted. References to original sources\n          are retained so companies can review and validate\n          proposed values before including them in the\n          Digital Product Passport.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>Source traceability<\/span>\n          <span>Quality control<\/span>\n          <span>Human validation<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-track-title\">\n      <span class=\"cp-track-badge\">WORKSTREAM 02<\/span>\n      <strong>AI-agent-assisted integrations<\/strong>\n    <\/div>\n\n    <p>\n      Our next development workstream explores the use of AI agents\n      to accelerate integrations between CircularPass and customers'\n      enterprise systems.\n    <\/p>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">01<\/div>\n        <div class=\"cp-step-icon\">\u25a6<\/div>\n      <\/div>\n\n      <div>\n        <h3>Controlled access to enterprise systems<\/h3>\n        <p>\n          With predefined permissions and scope, AI agents\n          will be able to examine available interfaces and data\n          structures in ERP, PLM and other corporate databases.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>ERP<\/span>\n          <span>PLM<\/span>\n          <span>Controlled access<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">02<\/div>\n        <div class=\"cp-step-icon\">\u25ce<\/div>\n      <\/div>\n\n      <div>\n        <h3>Data model analysis and mapping<\/h3>\n        <p>\n          Agents will suggest correspondences between\n          source-system fields and the attributes used\n          in the CircularPass data model.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>Schema analysis<\/span>\n          <span>Field mapping<\/span>\n          <span>Data models<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">03<\/div>\n        <div class=\"cp-step-icon\">\u2318<\/div>\n      <\/div>\n\n      <div>\n        <h3>Assisted connector generation<\/h3>\n        <p>\n          Based on the identified mappings, AI agents\n          will be able to propose connector code,\n          aiming to reduce integration development\n          time and technical effort.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>Code generation<\/span>\n          <span>Connectors<\/span>\n          <span>Integration workflow<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"cp-step\">\n      <div>\n        <div class=\"cp-step-number\">04<\/div>\n        <div class=\"cp-step-icon\">\u2713<\/div>\n      <\/div>\n\n      <div>\n        <h3>Testing and technical review<\/h3>\n        <p>\n          Generated connectors will undergo testing and\n          technical review before deployment to production,\n          ensuring compatibility, reliability and proper operation.\n        <\/p>\n        <div class=\"cp-chips\">\n          <span>Testing<\/span>\n          <span>Technical review<\/span>\n          <span>Deployment validation<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n  <\/div>\n<\/section>\n\n<!-- INTERACTIVE DEMO -->\n\n<section class=\"cp-section cp-demo\">\n  <div class=\"cp-narrow\">\n\n    <div class=\"cp-demo-intro\">\n      <div class=\"cp-label\">INTERACTIVE EXAMPLE<\/div>\n      <h2>Explore intelligent data processing<\/h2>\n      <p>\n        Discover how data extraction and enterprise integrations\n        could work through an interactive demonstration.\n      <\/p>\n    <\/div>\n\n    <div class=\"cp-tabs\" role=\"tablist\" aria-label=\"Demo mode\">\n\n      <button type=\"button\" class=\"cp-tab cp-selected\" id=\"cp-extract-tab\" role=\"tab\" aria-selected=\"true\">\n        Data extraction\n      <\/button>\n\n      <button type=\"button\" class=\"cp-tab\" id=\"cp-agents-tab\" role=\"tab\" aria-selected=\"false\">\n        AI agents\n      <\/button>\n\n    <\/div>\n\n    <div class=\"cp-demo-box\">\n\n      <div class=\"cp-demo-header\">\n        <strong id=\"cp-demo-title\">AI Data Extraction<\/strong>\n        <small>SIMULATED WORKFLOW \u00b7 NO REAL DATA<\/small>\n      <\/div>\n\n      <div class=\"cp-demo-body\">\n\n        <div class=\"cp-demo-controls\">\n\n          <select id=\"cp-source\" aria-label=\"Select data source\">\n            <option value=\"epd\">Environmental Product Declaration<\/option>\n            <option value=\"excel\">Excel Spreadsheet<\/option>\n            <option value=\"pdf\">Technical PDF<\/option>\n          <\/select>\n\n          <button type=\"button\" class=\"cp-run-button\" id=\"cp-run\">\n            \u2727 Run analysis\n          <\/button>\n\n        <\/div>\n\n        <div class=\"cp-output\" id=\"cp-output\" aria-live=\"polite\">\n          Select a source and run the demonstration.\n        <\/div>\n\n        <div class=\"cp-note\" id=\"cp-message\">\n          Fictional data only. No real documents are processed.\n        <\/div>\n\n      <\/div>\n    <\/div>\n\n  <\/div>\n<\/section>\n\n<!-- FINAL SECTION -->\n\n<section class=\"cp-footer\">\n\n  <div class=\"cp-label\" style=\"color:#bd82ff\">\n    THE VALUE OF AI\n  <\/div>\n\n  <h2>\n    From scattered information to connected, reusable data.\n  <\/h2>\n\n  <p>\n    By progressively integrating artificial intelligence,\n    CircularPass aims to simplify the creation and updating\n    of Digital Product Passports, reduce manual effort and\n    support scalable, traceable information management.\n  <\/p>\n\n<\/section>\n\n<!-- JAVASCRIPT -->\n\n<script>\n(function () {\n\n  const root = document.getElementById(\"cp-ai-page\");\n\n  if (!root || root.dataset.initialized === \"true\") return;\n  root.dataset.initialized = \"true\";\n\n  const get = id => root.querySelector(\"#\" + id);\n\n  const extractTab = get(\"cp-extract-tab\");\n  const agentsTab = get(\"cp-agents-tab\");\n  const source = get(\"cp-source\");\n  const output = get(\"cp-output\");\n  const runButton = get(\"cp-run\");\n  const demoTitle = get(\"cp-demo-title\");\n  const message = get(\"cp-message\");\n\n  let mode = \"extract\";\n\n  const extractionData = {\n    epd: [\n      [\"Primary material\", \"Recycled steel\"],\n      [\"Recycled content\", \"65%\"],\n      [\"Carbon footprint\", \"2.4 kg CO\u2082e\"],\n      [\"Material origin\", \"Pending validation\"]\n    ],\n    excel: [\n      [\"Product identifier\", \"CP-001\"],\n      [\"Material\", \"Aluminium\"],\n      [\"Product weight\", \"12.5 kg\"],\n      [\"Certification\", \"Not identified\"]\n    ],\n    pdf: [\n      [\"Product type\", \"Industrial component\"],\n      [\"Primary material\", \"Polymer\"],\n      [\"Unit weight\", \"0.8 kg\"],\n      [\"Origin\", \"Not identified\"]\n    ]\n  };\n\n  const integrationData = {\n    erp: [\n      [\"erp.product_id\", \"dpp.product.id\"],\n      [\"erp.material\", \"dpp.material.name\"],\n      [\"erp.mass\", \"dpp.product.weight\"]\n    ],\n    plm: [\n      [\"plm.part_no\", \"dpp.product.id\"],\n      [\"plm.spec\", \"dpp.material.name\"],\n      [\"plm.revision\", \"dpp.product.version\"]\n    ],\n    database: [\n      [\"db.sku\", \"dpp.product.id\"],\n      [\"db.material\", \"dpp.material.name\"],\n      [\"db.origin\", \"dpp.material.origin\"]\n    ]\n  };\n\n  function setMode(newMode) {\n\n    mode = newMode;\n    const isExtraction = mode === \"extract\";\n\n    extractTab.classList.toggle(\"cp-selected\", isExtraction);\n    agentsTab.classList.toggle(\"cp-selected\", !isExtraction);\n\n    extractTab.setAttribute(\"aria-selected\", String(isExtraction));\n    agentsTab.setAttribute(\"aria-selected\", String(!isExtraction));\n\n    demoTitle.textContent = isExtraction\n      ? \"AI Data Extraction\"\n      : \"AI Assisted Integration\";\n\n    runButton.textContent = isExtraction\n      ? \"\u2727 Run analysis\"\n      : \"\u2318 Simulate integration\";\n\n    const options = isExtraction\n      ? [\n          [\"epd\", \"Environmental Product Declaration\"],\n          [\"excel\", \"Excel Spreadsheet\"],\n          [\"pdf\", \"Technical PDF\"]\n        ]\n      : [\n          [\"erp\", \"Enterprise ERP\"],\n          [\"plm\", \"Product Lifecycle Management\"],\n          [\"database\", \"Corporate Database\"]\n        ];\n\n    source.replaceChildren();\n\n    options.forEach(([value, label]) => {\n      const option = document.createElement(\"option\");\n      option.value = value;\n      option.textContent = label;\n      source.appendChild(option);\n    });\n\n    output.textContent =\n      \"Select a source and run the demonstration.\";\n\n    message.textContent = isExtraction\n      ? \"Fictional data only. No real documents are processed.\"\n      : \"Conceptual integration demo. No real systems are connected.\";\n  }\n\n  function runDemo() {\n\n    const data = mode === \"extract\"\n      ? extractionData[source.value]\n      : integrationData[source.value];\n\n    if (!data) return;\n\n    output.replaceChildren();\n\n    const heading = document.createElement(\"h3\");\n\n    heading.textContent = mode === \"extract\"\n      ? \"Suggested DPP Attributes\"\n      : \"Suggested Field Mappings\";\n\n    output.appendChild(heading);\n\n    data.forEach(([field, value]) => {\n\n      const row = document.createElement(\"div\");\n      row.className = \"cp-result\";\n\n      const label = document.createElement(\"span\");\n      label.textContent = field;\n\n      const result = document.createElement(\"b\");\n      result.textContent = mode === \"extract\"\n        ? value\n        : \"\u2192 \" + value;\n\n      row.append(label, result);\n      output.appendChild(row);\n\n    });\n\n    message.textContent = mode === \"extract\"\n      ? \"Simulation complete. Suggested attributes require human validation.\"\n      : \"Mapping simulated. Connectors require authorisation, testing and technical review.\";\n  }\n\n  extractTab.addEventListener(\"click\", function () {\n    setMode(\"extract\");\n  });\n\n  agentsTab.addEventListener(\"click\", function () {\n    setMode(\"agents\");\n  });\n\n  runButton.addEventListener(\"click\", runDemo);\n\n  setMode(\"extract\");\n\n})();\n<\/script>\n\n<\/div>\n<!-- END CIRCULARPASS AI -->\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Technology Turning data into insights with artificial intelligence Structured, traceable data ready for Digital Product Passports. At CircularPass, we integrate artificial intelligence to simplify the collection and interpretation of business data, transforming it into valuable information for Digital Product Passports (DPPs). Our approach combines intelligent data extraction with the development of AI-assisted integrations, simplifying information [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3168","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial intelligence - CircularPass<\/title>\n<meta name=\"description\" content=\"Template management module allows you to define, structure, and reuse your product data in a standardised way.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/circularpass.io\/ar\/artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial intelligence - 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