{"id":33018,"date":"2025-10-30T05:47:42","date_gmt":"2025-10-30T05:47:42","guid":{"rendered":"https:\/\/innovature.ai\/?page_id=33018"},"modified":"2026-10-13T10:25:07","modified_gmt":"2026-10-13T10:25:07","slug":"ai-data-and-analytics","status":"publish","type":"page","link":"https:\/\/innovature.ai\/de\/ai-data-and-analytics\/","title":{"rendered":"KI, Daten und Analysen"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"33018\" class=\"elementor elementor-33018\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c5c180d e-flex e-con-boxed e-con e-parent\" data-id=\"c5c180d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-344be5e elementor-widget elementor-widget-html\" data-id=\"344be5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"inn-scope\">\r\n\r\n  <!-- ==================== SECTION 1: HERO & DIAGNOSTIC ==================== -->\r\n  <header class=\"hero\">\r\n    <div class=\"wrap hero-grid\">\r\n      <div class=\"hero-copy\">\r\n        <span class=\"eyebrow\">AI, Data &amp; Analytics<\/span>\r\n        <h1>Turn the data you already have into <em>decisions<\/em> your team can act on.<\/h1>\r\n        <p>We build the data foundation, then layer on AI and analytics that turn raw information into forecasts, risk detection, and decisions your team can act on, not another dashboard nobody opens.<\/p>\r\n        <div class=\"hero-ctas\">\r\n          <a href=\"#cont\" class=\"btn btn-solid\">Schedule a Data &amp; AI Strategy Session<\/a>\r\n          <a href=\"#capabilities\" class=\"btn btn-line-dark\">See what we build<\/a>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"diag\">\r\n        <div class=\"diag-head\">\r\n          <div class=\"l\">&#9679; <b>data maturity<\/b> \/ foundation to decisions<\/div>\r\n          <div class=\"r\">one team<\/div>\r\n        <\/div>\r\n        <div class=\"diag-list\">\r\n          <div class=\"diag-row\">\r\n            <span class=\"diag-dot on\"><\/span>\r\n            <div class=\"diag-copy\">\r\n              <span class=\"name\">Data architecture<\/span>\r\n              <span class=\"sub\">lakehouses, warehousing, pipelines<\/span>\r\n            <\/div>\r\n            <span class=\"diag-status done\">in scope<\/span>\r\n          <\/div>\r\n          <div class=\"diag-row\">\r\n            <span class=\"diag-dot on\"><\/span>\r\n            <div class=\"diag-copy\">\r\n              <span class=\"name\">Analytics &amp; BI<\/span>\r\n              <span class=\"sub\">dashboards, reporting<\/span>\r\n            <\/div>\r\n            <span class=\"diag-status done\">in scope<\/span>\r\n          <\/div>\r\n          <div class=\"diag-row\">\r\n            <span class=\"diag-dot gap\"><\/span>\r\n            <div class=\"diag-copy\">\r\n              <span class=\"name\">AI\/ML &amp; decisions<\/span>\r\n              <span class=\"sub\">forecasting, GenAI, chatbots<\/span>\r\n            <\/div>\r\n            <span class=\"diag-status gap\">most stop at dashboards<\/span>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"diag-foot\">Data that sits in a dashboard isn't a decision yet<\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/header>\r\n\r\n  <!-- ==================== SECTION 2: EIGHT DISCIPLINES BENTO ==================== -->\r\n  <section class=\"section\" id=\"capabilities\">\r\n    <div class=\"wrap\">\r\n      <div class=\"section-tag\">what we deliver<\/div>\r\n      <h2 class=\"section-title\">From raw data to a model that acts on it<\/h2>\r\n      <p class=\"section-sub\">Eight disciplines that build on each other: most engagements start with the first two and grow from there.<\/p>\r\n      \r\n      <div class=\"cap-bento-4col\">\r\n        <div class=\"cap-card\" style=\"--accent:#2E5CFF;\">\r\n          <span class=\"cap-tag\">Strategy<\/span>\r\n          <h4>Data Strategy &amp; Roadmap<\/h4>\r\n          <p>Vision, governance, and technology stack for truly data-driven operations.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#F2A93B;\">\r\n          <span class=\"cap-tag\">Architecture<\/span>\r\n          <h4>Advanced Data Architecture<\/h4>\r\n          <p>Modern platforms: data lakehouses and high-performance warehouses.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#23C775;\">\r\n          <span class=\"cap-tag\">Migration<\/span>\r\n          <h4>Data Migration &amp; Modernization<\/h4>\r\n          <p>Upgrading legacy warehouses and consolidating data lakes onto scalable cloud platforms.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#2E5CFF;\">\r\n          <span class=\"cap-tag\">Models<\/span>\r\n          <h4>Custom AI\/ML Development<\/h4>\r\n          <p>Predictive, prescriptive, and generative models for forecasting, risk detection, and personalization, including <a href=\"https:\/\/innovature.ai\/industries\/healthcare\/\" style=\"font-size:14px\">clinical analytics for healthcare<\/a> providers managing patient risk at scale. The same modeling approach powers <a href=\"https:\/\/innovature.ai\/industries\/e-commerce\/\" style=\"font-size:14px\" >product recommendation engines<\/a> for e-commerce retailers.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#F2A93B;\">\r\n          <span class=\"cap-tag\">Analytics<\/span>\r\n          <h4>Value-Driven Data Analytics<\/h4>\r\n          <p>BI and reporting focused on translating insight directly into revenue or efficiency gains: including <a href=\"https:\/\/innovature.ai\/industries\/retail-app-development\/\" style=\"font-size:14px\">retail personalization<\/a> models built on real customer behavior. The same approach extends to <a href=\"https:\/\/innovature.ai\/industries\/advertising-media\/\" style=\"font-size:14px\">audience insight for media &amp; advertising<\/a> teams tracking engagement in real time.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#23C775;\">\r\n          <span class=\"cap-tag\">Enable<\/span>\r\n          <h4>AI Enablement<\/h4>\r\n          <p>Deploying ML, chatbots, and generative models that automate processes and enhance core functionality.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#2E5CFF;\">\r\n          <span class=\"cap-tag\">Conversational<\/span>\r\n          <h4>Conversational AI &amp; Chatbots<\/h4>\r\n          <p>Context-aware chatbots and virtual assistants for customer and employee experience.<\/p>\r\n        <\/div>\r\n        <div class=\"cap-card\" style=\"--accent:#F2A93B;\">\r\n          <span class=\"cap-tag\">Govern<\/span>\r\n          <h4>Data Governance &amp; Quality<\/h4>\r\n          <p>Frameworks for data integrity, security, and compliance across every system.<\/p>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <!-- ==================== SECTION 3: ADJACENT SERVICES COMPARISON ==================== -->\r\n  <section class=\"section\">\r\n    <div class=\"wrap\">\r\n      <div class=\"section-tag\">two adjacent services: worth telling apart<\/div>\r\n      <div class=\"cross-grid\">\r\n        <div class=\"cross-card active\">\r\n          <h4 style=\"color:#fff\">AI, Data &amp; Analytics <span style=\"font-size:12.5px; color:var(--blue-soft); font-weight:normal;\">: this page<\/span><\/h4>\r\n          <p>We turn your data into decisions: architecture, models, and analytics that surface what's happening and what to do next.<\/p>\r\n          <a href=\"#capabilities\">See what's included above &rarr;<\/a>\r\n        <\/div>\r\n        <div class=\"cross-card\">\r\n          <h4>AI Agents &amp; Generative AI<\/h4>\r\n          <p>We build the agents and generative applications that act on those decisions automatically, in production, on your existing systems.<\/p>\r\n          <a href=\"https:\/\/innovature.ai\/ai-agents-and-generative-ai\/\">See AI Agents &amp; Generative AI &rarr;<\/a>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n  <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a16f03 e-flex e-con-boxed e-con e-parent\" data-id=\"5a16f03\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-326df8e elementor-widget elementor-widget-heading\" data-id=\"326df8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RUNS ON THE PLATFORMS YOU ALREADY USE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22a44d7 elementor-widget elementor-widget-image-carousel\" data-id=\"22a44d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;5&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;slides_to_show_tablet&quot;:&quot;4&quot;,&quot;slides_to_show_mobile&quot;:&quot;2&quot;,&quot;autoplay_speed&quot;:300,&quot;speed&quot;:2001,&quot;autoplay&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/whisper.png\" alt=\"Logo of Whisper\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/yolo.png\" alt=\"Logo of YOLO\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/pandas.png\" alt=\"Logo of pandas\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/pinecone.png\" alt=\"Logo of Pinecone\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/claude.png\" alt=\"Logo of Claude\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/dialogflow.png\" alt=\"Logo of Dialogflow\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"7 von 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src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/mediapipe.png\" alt=\"Logo of MediaPipe\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"14 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/milvus.png\" alt=\"Logo of Milvus\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"15 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/numpy.png\" alt=\"Logo of NumPy\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"16 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/openai.png\" alt=\"Logo of Open AI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"17 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/opencv.png\" alt=\"Logo of OpenCV\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"18 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/airbyte-100.jpg\" alt=\"Logo of Airbyte\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"19 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/amazon-kinesis-100.jpg\" alt=\"Logo of Amazon Kinesis\" \/><\/figure><\/div><div 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aria-roledescription=\"slide\" aria-label=\"23 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/snowflake-100.jpg\" alt=\"Logo of Snowflace\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"24 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/stitch-100.jpg\" alt=\"Logo of Stitch\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"25 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/tablau-100.jpg\" alt=\"Logo of Tableau\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"26 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/icons2-100.jpg\" alt=\"icon\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"27 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/kafka-100.jpg\" alt=\"Logo of kafka\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"28 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/metabase-100.jpg\" alt=\"Logo of Metabase\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"29 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/hevo-100.jpg\" alt=\"Logo of Hevo\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"30 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/hive-100.jpg\" alt=\"Logo of HIVE\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"31 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/Funnel-100.jpg\" alt=\"Logo of funnel\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"32 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/google-big-query-100.jpg\" alt=\"Logo of Google Big Query\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"33 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/amazon-redshift-100.jpg\" alt=\"Logo of Amazon Redshift\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"34 von 34\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/01\/databricks-100.jpg\" alt=\"Logo of Databricks\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ffd9a4 e-flex e-con-boxed e-con e-parent\" data-id=\"6ffd9a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbeddc0 elementor-widget elementor-widget-html\" data-id=\"dbeddc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"section dark\">\r\n  <style>\r\n    .inn-scope .case-wall-4col, .case-wall-4col {\r\n      display: grid;\r\n      grid-template-columns: repeat(4, 1fr);\r\n      gap: 16px;\r\n    }\r\n    .inn-scope .case-tile, .case-tile {\r\n      background: var(--panel-dark, #16181F);\r\n      border: 1px solid var(--line-dark, rgba(255, 255, 255, 0.08));\r\n      border-radius: 10px;\r\n      overflow: hidden;\r\n      transition: transform 0.2s ease, border-color 0.2s ease;\r\n      display: flex;\r\n      flex-direction: column;\r\n      text-decoration: none;\r\n    }\r\n    .inn-scope .case-tile:hover, .case-tile:hover {\r\n      transform: translateY(-4px);\r\n      border-color: var(--blue-soft, #7C94FF);\r\n    }\r\n    .inn-scope .case-thumb2, .case-thumb2 {\r\n      height: 140px;\r\n      width: 100%;\r\n      background: var(--panel-dark-2, #0C0E13);\r\n      position: relative;\r\n      overflow: hidden;\r\n    }\r\n    .inn-scope .case-thumb2 img, .case-thumb2 img {\r\n      width: 100% !important;\r\n      height: 100% !important;\r\n      max-width: 100% !important;\r\n      object-fit: cover !important;\r\n      display: block !important;\r\n      transition: transform 0.35s ease;\r\n    }\r\n    .inn-scope .case-tile:hover .case-thumb2 img, .case-tile:hover .case-thumb2 img {\r\n      transform: scale(1.05);\r\n    }\r\n    .inn-scope .case-tile-body, .case-tile-body {\r\n      padding: 16px 18px;\r\n      flex: 1;\r\n      display: flex;\r\n      flex-direction: column;\r\n    }\r\n    .inn-scope .case-tile-tag, .case-tile-tag {\r\n      font-family: 'IBM Plex Mono', monospace, sans-serif;\r\n      font-size: 10.5px;\r\n      text-transform: uppercase;\r\n      letter-spacing: 0.06em;\r\n      color: var(--text-light-dim, rgba(255, 255, 255, 0.65));\r\n      margin-bottom: 7px;\r\n      display: block;\r\n    }\r\n    .inn-scope .case-tile-body h5, .case-tile-body h5 {\r\n      font-size: 14px;\r\n      font-weight: 600;\r\n      line-height: 1.4;\r\n      color: var(--text-light, #FFFFFF);\r\n      margin: 0 0 auto;\r\n    }\r\n    .inn-scope .case-tile-link, .case-tile-link {\r\n      margin-top: 12px;\r\n      padding-top: 12px;\r\n      border-top: 1px solid var(--line-dark, rgba(255, 255, 255, 0.08));\r\n      font-size: 11.5px;\r\n      color: var(--text-faint, rgba(255, 255, 255, 0.4));\r\n      transition: color 0.2s ease;\r\n    }\r\n    .inn-scope .case-tile:hover .case-tile-link, .case-tile:hover .case-tile-link {\r\n      color: var(--blue-soft, #7C94FF);\r\n    }\r\n    @media (max-width: 900px) {\r\n      .inn-scope .case-wall-4col, .case-wall-4col {\r\n        grid-template-columns: repeat(2, 1fr);\r\n      }\r\n    }\r\n    @media (max-width: 600px) {\r\n      .inn-scope .case-wall-4col, .case-wall-4col {\r\n        grid-template-columns: 1fr;\r\n      }\r\n    }\r\n  <\/style>\r\n  <div class=\"wrap\">\r\n    <div class=\"section-tag\">PROOF OF WORK<\/div>\r\n    <h2 class=\"section-title\" style=\"color:#fff\">Verified results, not projections<\/h2>\r\n    <p class=\"section-sub\">Real, shipped work across applied ML, analytics, and conversational AI.<\/p>\r\n    <div class=\"case-wall-4col\">\r\n      <a class=\"case-tile\" href=\"https:\/\/innovature.ai\/casestudies\/transforming-digital-signage-through-ai-driven-audience-intelligence\/\" target=\"_blank\" rel=\"noopener\">\r\n        <div class=\"case-thumb2\" style=\"height:140px; width:100%; overflow:hidden; position:relative; background:#0C0E13;\">\r\n          <img decoding=\"async\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2026\/03\/a_woman_standing_infront_of_screen.webp\" alt=\"AI-Driven Digital Signage &amp; Audience Intelligence\" loading=\"lazy\" style=\"width:100%; height:100%; object-fit:cover; display:block;\">\r\n        <\/div>\r\n        <div class=\"case-tile-body\">\r\n          <span class=\"case-tile-tag\">Advertising Technology<\/span>\r\n          <h5>AI-Driven Digital Signage &amp; Audience Intelligence<\/h5>\r\n          <div class=\"case-tile-link\">view case study &rarr;<\/div>\r\n        <\/div>\r\n      <\/a>\r\n      <a class=\"case-tile\" href=\"https:\/\/innovature.ai\/casestudies\/transforming-dietary-habits-with-ai-powered-coaching\/\" target=\"_blank\" rel=\"noopener\">\r\n        <div class=\"case-thumb2\" style=\"height:140px; width:100%; overflow:hidden; position:relative; background:#0C0E13;\">\r\n          <img decoding=\"async\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2025\/02\/concept-proper-nutrition-diet-selective-focus.jpg\" alt=\"Transforming Dietary Habits with AI-Powered Coaching\" loading=\"lazy\" style=\"width:100%; height:100%; object-fit:cover; display:block;\">\r\n        <\/div>\r\n        <div class=\"case-tile-body\">\r\n          <span class=\"case-tile-tag\">Health &amp; Wellness<\/span>\r\n          <h5>Transforming Dietary Habits with AI-Powered Coaching<\/h5>\r\n          <div class=\"case-tile-link\">view case study &rarr;<\/div>\r\n        <\/div>\r\n      <\/a>\r\n      <a class=\"case-tile\" href=\"https:\/\/innovature.ai\/casestudies\/innovating-person-detection-machine-learning-advancements-in-identification\/\" target=\"_blank\" rel=\"noopener\">\r\n        <div class=\"case-thumb2\" style=\"height:140px; width:100%; overflow:hidden; position:relative; background:#0C0E13;\">\r\n          <img decoding=\"async\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2023\/08\/Advancing-Person-Detection-and-Identification-through-Machine-Learning-Innovations-1.jpg\" alt=\"Innovating Person Detection: ML Advancements in Identification\" loading=\"lazy\" style=\"width:100%; height:100%; object-fit:cover; display:block;\">\r\n        <\/div>\r\n        <div class=\"case-tile-body\">\r\n          <span class=\"case-tile-tag\">Applied ML<\/span>\r\n          <h5>Innovating Person Detection: ML Advancements in Identification<\/h5>\r\n          <div class=\"case-tile-link\">view case study &rarr;<\/div>\r\n        <\/div>\r\n      <\/a>\r\n      <a class=\"case-tile\" href=\"https:\/\/innovature.ai\/casestudies\/elevating-customer-experience-ai-enabled-chatbot-tale\/\" target=\"_blank\" rel=\"noopener\">\r\n        <div class=\"case-thumb2\" style=\"height:140px; width:100%; overflow:hidden; position:relative; background:#0C0E13;\">\r\n          <img decoding=\"async\" src=\"https:\/\/innovature.ai\/wp-content\/uploads\/2023\/08\/A-tale-of-an-AI-enabled-chatbot-that-elevates-customer-experience-1.jpg\" alt=\"Elevating Customer Experience: AI-Enabled Chatbot\" loading=\"lazy\" style=\"width:100%; height:100%; object-fit:cover; display:block;\">\r\n        <\/div>\r\n        <div class=\"case-tile-body\">\r\n          <span class=\"case-tile-tag\">Customer Experience<\/span>\r\n          <h5>Elevating Customer Experience: AI-Enabled Chatbot<\/h5>\r\n          <div class=\"case-tile-link\">view case study &rarr;<\/div>\r\n        <\/div>\r\n      <\/a>\r\n    <\/div>\r\n  <\/div>\r\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c681cf e-flex e-con-boxed e-con e-parent\" data-id=\"6c681cf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-611722c elementor-widget elementor-widget-html\" data-id=\"611722c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t <!-- ==================== SECTION 9: FINAL CTA ==================== -->\r\n  <div class=\"inn-scope\">\r\n   <!-- ==================== SECTION 7: FINAL CTA ==================== -->\r\n  <section class=\"section dark final\">\r\n    <div class=\"wrap\">\r\n      <h3 style=\"color:#fff\">Define your AI roadmap today<\/h3>\r\n      <p>If the challenge is fragmented data, stalled AI projects, or the need to generate real business value from analytics, a specialist will help you find the highest-impact place to start.<\/p>\r\n      <div class=\"final-btns\">\r\n        <a href=\"#cont\" class=\"btn btn-solid\">Schedule a Data &amp; AI Strategy Session<\/a>\r\n      <\/div>\r\n      <p class=\"final-note\">Specifically evaluating AI agents, not just data and analytics? <a href=\"https:\/\/innovature.ai\/ai-readiness-assessment\/\">Take the free AI Readiness Assessment &rarr;<\/a><\/p>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <!-- ==================== SECTION 8: FURTHER READING ==================== -->\r\n  <section class=\"section\">\r\n    <div class=\"wrap\">\r\n      <div class=\"section-tag\">further reading<\/div>\r\n      <div class=\"reading-list\">\r\n        <a class=\"reading-link\" href=\"https:\/\/innovature.ai\/democratizing-data-how-businesses-unlock-value-and-revenue-from-data\/\"  rel=\"noopener\">\r\n          <span class=\"reading-title\">Democratizing Data: How Businesses Unlock Value and Revenue from Data<\/span>\r\n          <span class=\"reading-date\">Sep 2025<\/span>\r\n        <\/a>\r\n        <a class=\"reading-link\" href=\"https:\/\/innovature.ai\/keywords-to-conversations-how-llms-are-changing-seo\/\"  rel=\"noopener\">\r\n          <span class=\"reading-title\">Keywords to Conversations: How LLMs Are Changing SEO<\/span>\r\n          <span class=\"reading-date\">May 2025<\/span>\r\n        <\/a>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <!-- ==================== SECTION 9: FREQUENTLY ASKED QUESTIONS ==================== -->\r\n   <section class=\"section\">\r\n      <div class=\"wrap\">\r\n        <div class=\"section-tag\">frequently asked<\/div>\r\n        <h2 class=\"section-title\">Questions we get before a first call<\/h2>\r\n        <div class=\"faq-list\">\r\n          <div class=\"faq-item open\">\r\n            <button class=\"faq-q\" type=\"button\"><span>What types of AI and data solutions do you provide?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>Data strategy, data architecture, migration and modernization, AI\/ML model development, analytics solutions, chatbot development, and data governance frameworks.<\/p><\/div>\r\n          <\/div>\r\n          <div class=\"faq-item\">\r\n            <button class=\"faq-q\" type=\"button\"><span>Can you help us build an AI roadmap from scratch?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>Yes, we assess your current data maturity, define the strategic vision, and outline the right AI and analytics projects to pursue first.<\/p><\/div>\r\n          <\/div>\r\n          <div class=\"faq-item\">\r\n            <button class=\"faq-q\" type=\"button\"><span>Can you modernize our existing data systems?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>Yes, we upgrade legacy data warehouses, consolidate data lakes, establish reliable pipelines, and move workloads to scalable, <a href=\"https:\/\/innovature.ai\/cloud\/\" style=\"color: #0066cc; text-decoration: underline;\">cloud-native architectures<\/a>.<\/p><\/div>\r\n          <\/div>\r\n          <div class=\"faq-item\">\r\n            <button class=\"faq-q\" type=\"button\"><span>Is this different from your AI Agents &amp; Generative AI service?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>Yes, this service turns your data into decisions: architecture, models, and analytics. <a href=\"https:\/\/innovature.ai\/ai-agents-and-generative-ai\/\" style=\"color: #0066cc; text-decoration: underline;\">AI Agents &amp; Generative AI<\/a> builds the agent that acts on those decisions automatically.<\/p><\/div>\r\n          <\/div>\r\n          <div class=\"faq-item\">\r\n            <button class=\"faq-q\" type=\"button\"><span>Do I need a chatbot or an AI agent?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>If you need to answer questions and hold a conversation, that's a chatbot: built here. If you need something to actually complete a task inside your systems without a human doing each step, that's an AI agent, built on the <a href=\"https:\/\/innovature.ai\/ai-agents-and-generative-ai\/\" style=\"color: #0066cc; text-decoration: underline;\">AI Agents &amp; Generative AI page<\/a>.<\/p><\/div>\r\n          <\/div>\r\n          <div class=\"faq-item\">\r\n            <button class=\"faq-q\" type=\"button\"><span>How do you ensure data security and governance?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>We implement governance models, quality controls, and compliance frameworks to maintain data accuracy, integrity, and security across your systems.<\/p><\/div>\r\n          <\/div>\r\n          <div class=\"faq-item\">\r\n            <button class=\"faq-q\" type=\"button\"><span>How do we know if our data is actually ready for AI?<\/span><span class=\"icon\">+<\/span><\/button>\r\n            <div class=\"faq-a\"><p>The honest signal isn't volume, it's structure: can you trace a number back to where it came from, is it updated on a schedule you'd trust, and is it accessible without a manual export. Most \"we have lots of data\" companies fail on the second or third question, not the first: that's usually where the real roadmap starts. Our free <a href=\"https:\/\/innovature.ai\/ai-readiness-assessment\/?src=ai-data-faq-q7\" style=\"color: #0066cc; text-decoration: underline;\">AI readiness assessment<\/a> scores this.<\/p><\/div>\r\n          <\/div>\r\n        <\/div>\r\n      <\/div>\r\n    <\/section>\r\n\r\n<\/div>\r\n\r\n<!-- ==================== FAQ ACCORDION SCRIPT ==================== -->\r\n<script>\r\n  (function() {\r\n    var faqButtons = document.querySelectorAll('.inn-scope .faq-q');\r\n    faqButtons.forEach(function(btn) {\r\n      btn.addEventListener('click', function() {\r\n        var item = btn.closest('.faq-item');\r\n        var wasOpen = item.classList.contains('open');\r\n        var parentList = btn.closest('.faq-list');\r\n        \r\n        if (parentList) {\r\n          parentList.querySelectorAll('.faq-item').forEach(function(i) {\r\n            i.classList.remove('open');\r\n          });\r\n        }\r\n        \r\n        if (!wasOpen) {\r\n          item.classList.add('open');\r\n        }\r\n      });\r\n    });\r\n  })();\r\n<\/script>\r\n\r\n\r\n\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b911271 e-flex e-con-boxed e-con e-parent\" data-id=\"b911271\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8bc4233 elementor-widget elementor-widget-menu-anchor\" data-id=\"8bc4233\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"cont\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0736b4e e-flex e-con-boxed e-con e-parent\" data-id=\"0736b4e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e9c9c9b e-con-full e-flex e-con e-child\" data-id=\"e9c9c9b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3152cfb elementor-widget elementor-widget-heading\" data-id=\"3152cfb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Define Your AI Roadmap Today\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-065b5bb newstext elementor-widget elementor-widget-text-editor\" data-id=\"065b5bb\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">The transition to becoming a truly <\/span><b>AI-driven organization<\/b><span style=\"font-weight: 400;\"> requires a clear, strategic roadmap. If your challenge is fragmented data, stalled AI projects, or the need to generate immediate business value from analytics, we&#8217;re ready to partner with you. We&#8217;ll help assess your current data maturity and define the highest-impact AI and analytics projects to pursue first.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-90a9314 e-con-full e-flex e-con e-child\" data-id=\"90a9314\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3306a34 elementor-widget elementor-widget-heading\" data-id=\"3306a34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Schedule Your Data &amp; AI Strategy Session\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fbe1c7 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"9fbe1c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" aria-label=\"New Form\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"33018\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"9fbe1c7\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Innovature\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tFirst Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-email elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tLast Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-field_c44b3e7 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_c44b3e7\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmail\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[field_c44b3e7]\" id=\"form-field-field_c44b3e7\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-field_4328eb1 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_4328eb1\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tPhone Number\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[field_4328eb1]\" id=\"form-field-field_4328eb1\" 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type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Send<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n    <div class=\"xs_social_share_widget xs_share_url after_content \t\tmain_content  wslu-style-1 wslu-share-box-shaped wslu-fill-colored wslu-none wslu-share-horizontal wslu-theme-font-no wslu-main_content\">\n\n\t\t\n        <ul>\n\t\t\t        <\/ul>\n    <\/div> \n","protected":false},"excerpt":{"rendered":"<p>AI, Data &amp; Analytics Turn the data you already have into decisions your team can act on. We build the data foundation, then layer on AI and analytics that turn raw information into forecasts, risk detection, and decisions your team can act on, not another dashboard nobody opens. Schedule a Data &amp; AI Strategy Session [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":31792,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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