{"id":22394,"date":"2026-02-17T13:16:30","date_gmt":"2026-02-17T04:16:30","guid":{"rendered":"https:\/\/aireviewirush.com\/?p=22394"},"modified":"2026-02-17T13:16:30","modified_gmt":"2026-02-17T04:16:30","slug":"the-info-behind-the-design-how-pantone-constructed-agentic-ai-with-an-ai-ready-database","status":"publish","type":"post","link":"https:\/\/aireviewirush.com\/?p=22394","title":{"rendered":"The info behind the design: How Pantone constructed agentic AI with an AI-ready database"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"post-49448\">\n<p>\n\t\tStudy an AI-powered expertise launched at the least viable product to assemble actual person suggestions and iterate quickly.\t<\/p>\n<p class=\"wp-block-paragraph\">Once we discuss agentic AI, it\u2019s simple to default to summary conversations about fashions, prompts, and orchestration. However essentially the most compelling tales I see are those the place AI unlocks one thing deeply human\u2014creativity, instinct, and experience\u2014at solely new pace and scale.<\/p>\n<p class=\"wp-block-paragraph\">That\u2019s why I used to be excited to host <a href=\"https:\/\/info.microsoft.com\/ww-ondemand-Color-Meets-Code-Pantones-Agentic-AI-Journey-on-Azure.html?LCID=EN-US&amp;wt.mc_id=AID3082594_QSG_PD_SCL_669152\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Coloration Meets Code: Pantone\u2019s Agentic AI Journey on Azure<\/em><\/a>, a webinar that includes two Pantone leaders, Kristijan Risteski, options architect, and Rohani Jotshi, senior director of engineering. In the course of the session, Kris and Rohani shared how they\u2019re making use of agentic AI to some of the foundational components of inventive work: coloration\u2014and the way an AI-ready database, <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Cosmos DB<\/a>, performs a central position in making that attainable.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_53 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-69e77421ce0bc\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-69e77421ce0bc\"  type=\"checkbox\" id=\"item-69e77421ce0bc\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aireviewirush.com\/?p=22394\/#The_problem_Scaling_coloration_experience_in_a_real-time_interactive_world\" title=\"The problem: Scaling coloration experience in a real-time, interactive world\">The problem: Scaling coloration experience in a real-time, interactive world<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aireviewirush.com\/?p=22394\/#Introducing_the_Palette_Generator_An_agentic_AI_expertise\" title=\"Introducing the Palette Generator: An agentic AI expertise\">Introducing the Palette Generator: An agentic AI expertise<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aireviewirush.com\/?p=22394\/#Why_Azure_Cosmos_DB_was_foundational\" title=\"Why Azure Cosmos DB was foundational\">Why Azure Cosmos DB was foundational<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aireviewirush.com\/?p=22394\/#From_textual_content_to_vectors%E2%80%94and_what_comes_subsequent\" title=\"From textual content to vectors\u2014and what comes subsequent\">From textual content to vectors\u2014and what comes subsequent<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aireviewirush.com\/?p=22394\/#Actual-world_outcomes_from_agentic_structure\" title=\"Actual-world outcomes from agentic structure\">Actual-world outcomes from agentic structure<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aireviewirush.com\/?p=22394\/#Classes_for_anybody_constructing_agentic_AI\" title=\"Classes for anybody constructing agentic AI\">Classes for anybody constructing agentic AI<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"the-challenge-scaling-color-expertise-in-a-real-time-interactive-world\"><span class=\"ez-toc-section\" id=\"The_problem_Scaling_coloration_experience_in_a_real-time_interactive_world\"><\/span>The problem: Scaling coloration experience in a real-time, interactive world<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">Pantone is well known as a world authority on coloration. For many years, their groups have mixed human experience, coloration science, and pattern forecasting to assist designers and types outline, talk, and management coloration throughout industries\u2014from vogue and product design to packaging and digital experiences.<\/p>\n<p class=\"wp-block-paragraph\">However as Pantone defined within the webinar, translating that depth of experience into a contemporary, conversational AI expertise got here with actual challenges. Creating coloration palettes is each time consuming and demanding to the design course of. Designers usually collect inspiration by navigating between instruments, coloration pickers, and pattern reviews earlier than they ever land on a usable palette.<\/p>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6993eb9de7603&quot;}\" data-wp-interactive=\"core\/image\" class=\"wp-block-image aligncenter size-large wp-lightbox-container\"><img decoding=\"async\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" data-wp-on-async-window--resize=\"callbacks.setButtonStyles\" alt=\"Large selection of square color swatches, along with more detailed shades of a specific color.\" class=\"wp-image-49467 webp-format\" srcset=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-blog-image-3-1024x543.webp 1024w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-blog-image-3-300x159.webp 300w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-blog-image-3-768x407.webp 768w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-blog-image-3.webp 1493w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-blog-image-3-1024x543.webp\"\/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" aria-label=\"Enlarge\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-style--right=\"state.imageButtonRight\" data-wp-style--top=\"state.imageButtonTop\"><br \/>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"\/>\n\t\t\t<\/svg><br \/>\n\t\t<\/button><\/figure>\n<p class=\"wp-block-paragraph\">Pantone noticed a chance to rethink that workflow solely: What if designers may work together with a long time of Pantone analysis, pattern knowledge, and coloration psychology by way of a chat-based interface\u2014and generate curated palettes immediately?<\/p>\n<h2 class=\"wp-block-heading\" id=\"introducing-the-palette-generator-an-agentic-ai-experience\"><span class=\"ez-toc-section\" id=\"Introducing_the_Palette_Generator_An_agentic_AI_expertise\"><\/span>Introducing the Palette Generator: An agentic AI expertise<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">The result&#8217;s <a href=\"https:\/\/www.pantone.com\/color-tools\/palette-generator\" target=\"_blank\" rel=\"noopener\">Pantone\u2019s Palette Generator<\/a>, an AI-powered expertise launched at the least viable product to assemble actual person suggestions and iterate quickly. Reasonably than providing static suggestions, the Palette Generator makes use of multiagent structure to reply dynamically to person intent, conversational context, and historic interactions.<\/p>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6993eb9de8573&quot;}\" data-wp-interactive=\"core\/image\" class=\"wp-block-image aligncenter size-large wp-lightbox-container\"><img decoding=\"async\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" data-wp-on-async-window--resize=\"callbacks.setButtonStyles\" alt=\"Pantone Palette Generator U I with colors swatches on right side.\" class=\"wp-image-49487 webp-format\" srcset=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-1-1024x392.webp 1024w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-1-300x115.webp 300w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-1-768x294.webp 768w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-1-1536x588.webp 1536w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-1.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/02\/Pantone-1-1024x392.webp\"\/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" aria-label=\"Enlarge\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-style--right=\"state.imageButtonRight\" data-wp-style--top=\"state.imageButtonTop\"><br \/>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"\/>\n\t\t\t<\/svg><br \/>\n\t\t<\/button><\/figure>\n<p class=\"wp-block-paragraph\">Within the webinar, the Pantone crew described how they designed the system to incorporate specialised brokers\u2014akin to a \u201cchief coloration scientist\u201d agent and a palette technology agent\u2014every answerable for completely different features of reasoning, context retrieval, and response technology. These brokers work collectively to ship curated coloration palettes that mirror Pantone\u2019s proprietary knowledge and experience.<\/p>\n<p class=\"wp-block-paragraph\">What stood out to me was not simply the sophistication of the AI, however the architectural self-discipline behind it. Agentic AI isn\u2019t nearly fashions\u2014it\u2019s additionally about knowledge.<\/p>\n<h2 class=\"wp-block-heading\" id=\"why-azure-cosmos-db-was-foundational\"><span class=\"ez-toc-section\" id=\"Why_Azure_Cosmos_DB_was_foundational\"><\/span>Why Azure Cosmos DB was foundational<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">On the coronary heart of Pantone\u2019s Palette Generator is Azure Cosmos DB, serving because the system\u2019s real-time knowledge layer. Azure Cosmos DB is used to retailer and handle chat historical past, immediate knowledge, message collections, and person interplay insights\u2014all of that are important for responsive, quick, context-aware brokers. <\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-large-font-size wp-block-paragraph\">As we did our analysis to seek out the perfect persistence storage, we explored completely different databases. What we discovered for Azure Cosmos DB was how simple it was to combine it into our programs. We had been capable of make our preliminary proof of idea with just a few traces of code and retrieve all the info very, very quick, like in just a few milliseconds.<\/p>\n<p><cite>Kristijan Risteski<\/cite><\/p><\/blockquote>\n<p class=\"wp-block-paragraph\">Azure Cosmos DB was additionally chosen due to its scale, permitting Pantone to serve customers everywhere in the world with quick knowledge retrieval.<\/p>\n<p class=\"wp-block-paragraph\">This can be a essential level. As purposes shift from \u201cdoing\u201d to \u201cunderstanding,\u201d databases should help excess of easy transactions. They should deal with huge volumes of operational knowledge, adapt as AI workflows evolve, and help superior situations like conversational reminiscence, analytics, and vector-based search.<\/p>\n<p class=\"wp-block-paragraph\">Pantone\u2019s structure demonstrates what it means to be \u201cAI-ready.\u201d Azure Cosmos DB gives the scalability and suppleness wanted to trace person prompts and conversations throughout periods, together with analytics that assist Pantone perceive how prospects work together with the Palette Generator over time.<\/p>\n<h2 class=\"wp-block-heading\" id=\"from-text-to-vectors-and-what-comes-next\"><span class=\"ez-toc-section\" id=\"From_textual_content_to_vectors%E2%80%94and_what_comes_subsequent\"><\/span>From textual content to vectors\u2014and what comes subsequent<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">One other perception Pantone shared throughout the webinar was how their structure is evolving to enhance relevance, accuracy, and contextual understanding. Whereas the present system already helps wealthy conversational experiences, the crew outlined subsequent steps that contain shifting from conventional textual content storage to vector-based workflows. This contains embedding person prompts and contextual knowledge, permitting for vector search, and enriching responses with deeper semantic understanding.<\/p>\n<p class=\"wp-block-paragraph\">Azure Cosmos DB performs a job right here as nicely, supporting vectorized knowledge, integrating with agent orchestration, and embedding fashions deployed by way of <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/ai-foundry\" target=\"_blank\" rel=\"noopener\">Microsoft Foundry<\/a>. This enables Pantone to iterate with out rearchitecting the complete system\u2014an important functionality when working in a fast-moving AI panorama.<\/p>\n<h2 class=\"wp-block-heading\" id=\"real-world-results-from-agentic-architecture\"><span class=\"ez-toc-section\" id=\"Actual-world_outcomes_from_agentic_structure\"><\/span>Actual-world outcomes from agentic structure<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">Pantone didn\u2019t simply discuss imaginative and prescient\u2014they shared concrete outcomes from actual utilization of the Palette Generator. In keeping with the webinar knowledge, customers throughout greater than 140 international locations engaged with the instrument, producing 1000&#8217;s of distinctive chats throughout the first month of launch and interacting in dozens of languages. The system noticed a number of queries per person session, indicating that designers had been actively experimenting, refining prompts, and exploring concepts conversationally.<\/p>\n<p class=\"wp-block-paragraph\">Simply as importantly, Pantone emphasised how quickly they\u2019ve been capable of be taught and adapt. Immediate sensitivity, person conduct, and architectural tradeoffs round pace, price, and reliability all knowledgeable ongoing refinements. Azure Cosmos DB\u2019s flexibility made it attainable to seize these insights and evolve the expertise with out slowing innovation.<\/p>\n<h2 class=\"wp-block-heading\" id=\"lessons-for-anyone-building-agentic-ai\"><span class=\"ez-toc-section\" id=\"Classes_for_anybody_constructing_agentic_AI\"><\/span>Classes for anybody constructing agentic AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">Pantone\u2019s journey reinforces a number of classes I see repeated throughout prospects constructing AI brokers on Azure:<\/p>\n<ol class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Agentic AI is inherently knowledge pushed<\/strong>. With out a real-time, scalable database layer, even essentially the most superior fashions wrestle to ship constant, context-aware experiences.<\/li>\n<li class=\"wp-block-list-item\"><strong>Suggestions loops matter<\/strong>. By capturing prompts, responses, and person interactions in Azure Cosmos DB, Pantone can repeatedly enhance each the AI and the product expertise itself.<\/li>\n<li class=\"wp-block-list-item\"><strong>Flexibility is nonnegotiable<\/strong>. AI architectures evolve shortly\u2014from orchestration patterns to embedding methods\u2014and databases should evolve with them.<\/li>\n<\/ol>\n<p class=\"wp-block-paragraph\">What Pantone has constructed with the Palette Generator is greater than a function; it\u2019s a blueprint for a way organizations can translate deep area experience into clever, agent-driven purposes. By combining Microsoft Foundry, Azure AI providers, and an AI-optimized database like Azure Cosmos DB, Pantone is displaying how creativity and know-how can transfer ahead collectively.<\/p>\n<p class=\"wp-block-paragraph\">As extra organizations embrace agentic AI, the query gained\u2019t be whether or not they can deploy fashions\u2014however whether or not their knowledge foundations are able to help real-time understanding, reminiscence, and scale. Pantone\u2019s journey makes that reply clear: AI-ready purposes begin with AI-ready knowledge.<\/p>\n<\/div>\n<p><script>\n\t\tfunction facebookTracking() {\n\t\t\t\/\/ If GPC or AMC Signal is enabled, do not fire Facebook Pixel\n\t\t\tif ( navigator.globalPrivacyControl || document.cookie.includes('3PAdsOptOut=1') ) {\n\t\t\t\treturn false;\n\t\t\t}\n\t\t\t!function(f,b,e,v,n,t,s){if(f.fbq)return;n=f.fbq=function(){n.callMethod?\n\t\t\t\tn.callMethod.apply(n,arguments):n.queue.push(arguments)};if(!f._fbq)f._fbq=n;\n\t\t\t\tn.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0;\n\t\t\t\tt.src=v;t.type=\"ms-delay-type\";t.setAttribute('data-ms-type','text\/javascript');\n\t\t\t\ts=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)}(window,\n\t\t\t\tdocument,'script','https:\/\/connect.facebook.net\/en_US\/fbevents.js');\n\t\t\tfbq('init', '1770559986549030');\n\t\t\t\t\t\tfbq('track', 'PageView');\n\t\t\t\t\t}\n\t<\/script><br \/>\n<br \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Study an AI-powered expertise launched at the least viable product to assemble actual person suggestions and iterate quickly. Once we discuss agentic AI, it\u2019s simple to default to summary conversations about fashions, prompts, and orchestration. However essentially the most compelling tales I see are those the place AI unlocks one thing deeply human\u2014creativity, instinct, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":22396,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[],"class_list":{"0":"post-22394","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-iot"},"_links":{"self":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/22394","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22394"}],"version-history":[{"count":1,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/22394\/revisions"}],"predecessor-version":[{"id":22395,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/22394\/revisions\/22395"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/media\/22396"}],"wp:attachment":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}