{"id":9041,"date":"2026-11-02T14:00:25","date_gmt":"2026-11-02T13:00:25","guid":{"rendered":"https:\/\/implementi.ai\/en\/?post_type=product&#038;p=9041"},"modified":"2026-11-02T14:00:50","modified_gmt":"2026-11-02T13:00:50","slug":"ai-feature-flag-monitor-rollback-sequencer","status":"publish","type":"product","link":"https:\/\/implementi.ai\/ar\/product\/ai-feature-flag-monitor-rollback-sequencer\/","title":{"rendered":"AI Feature Flag Monitor &#038; Rollback Sequencer"},"content":{"rendered":"<style>\n:root{--imp-primary-blue:#C0D9F7;--imp-soft-blue:#DAE9FA;--imp-white:#F9F9F9;--imp-red:#FF554C;--imp-navy:#183457}\n.implementi-pf,.implementi-pf *{box-sizing:border-box}\n.implementi-pf{width:min(1180px,100%);max-width:100%;margin:0 auto;color:var(--imp-navy);font-family:\"Noto Sans\",Arial,sans-serif}\n.implementi-pf h2,.implementi-pf h3,.implementi-pf h4,.implementi-pf .button,.implementi-pf .tab-title,.woocommerce-tabs ul.tabs li 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*\/\n.imp-hero-contact-table,.imp-contact-table{width:100%!important;table-layout:fixed!important;border-collapse:collapse!important;border:0!important;background:transparent!important}\n.imp-hero-contact-table tbody,.imp-hero-contact-table tr,.imp-contact-table tbody,.imp-contact-table tr{border:0!important;background:transparent!important}\n.imp-hero-contact-cell,.imp-contact-cell{box-sizing:border-box!important;border:0!important;background:transparent!important}\n.imp-hero-contact-cell a,.imp-contact-cell a{box-sizing:border-box!important}\n@media(max-width:767px){\n .imp-hero-contact-table,.imp-hero-contact-table tbody,.imp-hero-contact-table tr,.imp-hero-contact-table td,.imp-contact-table,.imp-contact-table tbody,.imp-contact-table tr,.imp-contact-table td{display:block!important;width:100%!important;max-width:100%!important}\n .imp-hero-contact-cell{padding:0 0 10px!important}\n .imp-contact-cell{padding:0 0 12px!important}\n .imp-contact-table{margin-top:16px!important}\n .imp-contact-cell .imp-contact-card{min-height:0!important;padding:20px!important}\n}\n<\/style>\n<div class=\"implementi-pf\" data-product-factory=\"yes\" data-base-price=\"399\">\n<div id=\"imp-description-root\">\n<section class=\"imp-card imp-card-soft\">\n<div class=\"imp-kicker\">Managed automation by implementi.ai<\/div>\n<p>This service continuously watches your feature-flag activity and related telemetry, uses AI to surface risky changes and anomalous user or error patterns, and runs agreed remediation actions \u2014 from automated flag rollback to ticket creation and team notifications. It\u2019s designed for teams that use flags for progressive delivery, canaries or A\/B experiments and need reliable, low-friction operational control.<\/p>\n<p>implementi.ai configures the connections, runs and monitors the automation, handles error fixes and maintains the agreed rules and thresholds as your rollout practices evolve. We operate the solution as an ongoing managed service so your engineers spend less time firefighting and more time shipping features safely.<\/p>\n<\/section>\n<section class=\"imp-card\">\n<h2>The problem<\/h2>\n<p>Feature flags are a powerful way to release features gradually, but they also introduce a new operational surface: inconsistent flag states, accidental wide rollouts, or flags tied to buggy code can create user-impact incidents that are hard to spot. Teams often rely on ad-hoc dashboards, manual log checks or post-incident blame games. As the number of flags and environments grows, so does the risk of missed rollbacks, repeated incidents and long mean\u2011time\u2011to\u2011remediation. The consequence is higher support load, degraded user experience and wasted developer time coordinating urgent rollbacks across tools and teams.<\/p>\n<div class=\"imp-media\">\n<div class=\"imp-kicker\">The challenge<\/div>\n<p><img decoding=\"async\" src=\"https:\/\/implementi.ai\/wp-content\/uploads\/2026\/11\/ai-feature-flag-monitor-rollback-sequencer-support-1.jpg\" alt=\"Flat-vector illustration of a chaotic release scene with multiple alerts and a stressed engineer before automation.\" \/><\/div>\n<\/section>\n<section class=\"imp-card imp-card-blue imp-scope\">\n<h2>What this solution automates<\/h2>\n<p>This managed product automates continuous monitoring, intelligent anomaly detection and the agreed remediation workflow for feature-flag incidents. It combines telemetry, flag-event streams and error-tracking signals to recommend or execute actions based on pre-approved rules.<\/p>\n<ul>\n<li>Detect anomalous increases in errors, latency or user-impact correlated with recent flag changes.<\/li>\n<li>Score risk for flag changes using historical flag behavior and live telemetry.<\/li>\n<li>Automatically toggle or rollback flagged changes when preconditions are met and approvals are configured.<\/li>\n<li>Create incident tickets, post structured summaries to Slack\/MS Teams channels and notify on-call teams.<\/li>\n<li>Provide human review steps for complex rollbacks and maintain a searchable history of flag events and actions.<\/li>\n<\/ul>\n<\/section>\n<section class=\"imp-card imp-benefits\">\n<h2>What your business gains<\/h2>\n<ul>\n<li><strong>Faster incident detection.<\/strong> Continuous AI analysis highlights which flag changes are associated with real user or system impact so teams can act before problems escalate.<\/li>\n<li><strong>Controlled remediation.<\/strong> Automated rollback or mitigation actions follow pre-approved rules, reducing manual coordination and the chance of cascading mistakes.<\/li>\n<li><strong>Less developer firefighting.<\/strong> The managed service operates the monitoring and automation so engineers spend less time running emergency rollbacks and more on planned work.<\/li>\n<li><strong>Clear audit trail.<\/strong> Every detected anomaly, decision and action is recorded, making post-incident review and process improvements straightforward.<\/li>\n<li><strong>Safer progressive delivery.<\/strong> Teams can run more confident experiments and gradual rollouts because detection and rollback are automated and monitored.<\/li>\n<\/ul>\n<div class=\"imp-media\">\n<div class=\"imp-kicker\">The result<\/div>\n<p><img decoding=\"async\" src=\"https:\/\/implementi.ai\/wp-content\/uploads\/2026\/11\/ai-feature-flag-monitor-rollback-sequencer-support-2.jpg\" alt=\"Flat-vector illustration of a calm operations dashboard and team confirmation after automated rollback.\" \/><\/div>\n<\/section>\n<section class=\"imp-card imp-card-soft\">\n<h2>A practical use case<\/h2>\n<p>For a mid-size SaaS product that deploys features behind flags across multiple environments, a daytime release toggled a new search algorithm for 10% of users. Within minutes, error rates and support tickets spiked for a subset of customers. The AI Feature Flag Monitor correlated the flag toggle with the error surge, elevated the risk score, opened a prioritized incident in the team&#8217;s tracker and, because the configured thresholds were exceeded, executed an automated rollback of the percentage rollout. A concise incident brief was posted to the engineering channel, allowing the team to investigate the root cause with clear context and minimal customer impact.<\/p>\n<\/section>\n<section class=\"imp-card imp-target\">\n<h2>Who is it for?<\/h2>\n<ul>\n<li>Product and engineering teams using feature flags for canarying, gradual rollouts or experiments \u2014 need reliable monitoring and low-friction remediation.<\/li>\n<li>DevOps and SRE teams that operate production services and want automated, auditable rollback actions tied to telemetry.<\/li>\n<li>Platform and release managers responsible for release governance across multiple engineering teams and environments.<\/li>\n<\/ul>\n<\/section>\n<section class=\"imp-card imp-card-blue\">\n<h2>What is included in the monthly service<\/h2>\n<p>The monthly subscription covers operation of the monitoring and rollback automation, ongoing AI processing, and routine maintenance to keep the agreed solution working. implementi.ai configures and maintains the integrations, monitors the automation&#8217;s operation, and handles or fixes automation errors as they occur.<\/p>\n<ul>\n<li>Connection setup and ongoing integration maintenance with agreed systems.<\/li>\n<li>AI-based monitoring, anomaly detection and action sequencing as configured.<\/li>\n<li>Monitoring of the automation, handling errors and reasonable configuration updates to keep the solution aligned with your release practices.<\/li>\n<\/ul>\n<\/section>\n<section class=\"imp-card\">\n<h2>When this solution may not be necessary<\/h2>\n<ul>\n<li>Teams that do not use feature flags or have no telemetry\/error-tracking systems in place \u2014 this product needs event and observability signals to be useful.<\/li>\n<li>Organisations that require guaranteed on-call incident-response SLAs or formal compliance attestations beyond operational monitoring \u2014 those are outside this managed subscription.<\/li>\n<\/ul>\n<\/section><\/div>\n<div id=\"imp-tab-how-source\" class=\"imp-tab-source\">\n<div class=\"imp-pf-tab-panel\">\n<section class=\"imp-card imp-card-soft\">\n<h2>How it works<\/h2>\n<ol>\n<li><strong>Connect event sources.<\/strong> We integrate with your feature-flag platform, monitoring\/observability tools and error-tracking systems to collect flag events, metrics and traces for analysis.<\/li>\n<li><strong>Normalise and enrich signals.<\/strong> Incoming flag-change events are correlated with metric spikes, error traces and user session signals so the system understands which changes coincide with user impact.<\/li>\n<li><strong>AI risk scoring.<\/strong> The service applies AI models to evaluate the likelihood that a flag change caused the anomaly, using historical flag behavior and contextual telemetry to prioritise incidents.<\/li>\n<li><strong>Alert and recommend.<\/strong> For medium-risk events the system creates a structured incident brief, notif ies the configured channels and recommends remediation steps for on-call engineers.<\/li>\n<li><strong>Automated remediation.<\/strong> Where customers opt in and thresholds are met, the sequencer executes pre-approved rollback or mitigation actions (for example toggling a flag or reducing rollout percentage) and logs the action.<\/li>\n<li><strong>Human review and escalation.<\/strong> Complex or high-impact cases are routed to designated engineers for approval; the system awaits confirmation before executing actions.<\/li>\n<li><strong>Post-incident record and tuning.<\/strong> The automation records the event, action and outcome and we adjust detection thresholds and rules as part of ongoing maintenance.<\/li>\n<\/ol>\n<\/section>\n<section class=\"imp-card\">\n<h2>Example workflow<\/h2>\n<p>For example, imagine a company that performs progressive rollouts through a feature-flag platform and uses Sentry for error tracking and Datadog for metrics. The service observes a sudden rise in errors and a drop in request success rate immediately after a 20% rollout. The AI correlates the flag event with the telemetry, assigns a high risk score and opens an incident ticket with a concise summary. Because the agreed rollback policy is met, the sequencer reduces the rollout back to 5% and posts the action to the engineering channel. Engineers receive the incident brief, confirm the action log, and continue a focused investigation with clear context and a minimal user-impact window.<\/p>\n<\/section><\/div>\n<\/div>\n<div id=\"imp-tab-integrations-source\" class=\"imp-tab-source\">\n<div class=\"imp-pf-tab-panel\">\n<section class=\"imp-card imp-card-soft\">\n<h2>Integrations<\/h2>\n<h3>Typical systems<\/h3>\n<p>Typical systems that can be connected include feature-flag platforms (for example LaunchDarkly, Split), observability and metrics platforms (Datadog, New Relic), error-tracking tools (Sentry), CI\/CD systems and incident\/ticketing tools (Jira, PagerDuty). Other systems can potentially be connected by API, webhook or agreed export methods; final compatibility is confirmed during scoping.<\/p>\n<\/section>\n<section class=\"imp-card\">\n<h3>Connection methods<\/h3>\n<p>We use supported APIs and webhooks from your feature-flag and observability vendors, secure integrations to error-tracking systems, and ticketing\/notification APIs. If necessary, data can be delivered via CSV export, Google Sheets or a secure webhook bridge agreed before launch. Exact connection methods are verified and agreed during onboarding.<\/p>\n<\/section>\n<section class=\"imp-card imp-card-blue\">\n<h3>What we need from your company<\/h3>\n<p>Before launch we agree which feature-flag platform and observability\/error-tracking systems you use, the environments to monitor, the specific events or metrics to correlate, and your remediation policy for automated actions (which actions are allowed automatically and which require human approval). We also need API credentials or integration access for the chosen tools and a list of notification targets and ticketing projects. Compatibility and access methods are confirmed before implementation.<\/p>\n<\/section><\/div>\n<\/div>\n<div id=\"imp-tab-faq-source\" class=\"imp-tab-source\">\n<div class=\"imp-pf-tab-panel\">\n<section class=\"imp-card\">\n<h2>FAQ<\/h2>\n<h3>Which feature-flag platforms do you support?<\/h3>\n<p>We commonly integrate with major feature-flag platforms such as LaunchDarkly and Split and with observability tools like Datadog and Sentry. We validate compatibility during the scoping call and adapt to your vendor if a supported integration method is available.<\/p>\n<h3>Can the service automatically rollback changes without human approval?<\/h3>\n<p>Yes \u2014 automated rollback is available when you define pre-approved thresholds and conditions. For higher-risk actions you can require human approval; the approval rules are configured before launch and adjusted as part of ongoing maintenance.<\/p>\n<h3>How are false positives handled?<\/h3>\n<p>False positives are managed through tuning and human feedback. We monitor alerts, adjust detection thresholds and update AI models and rules as part of the monthly service to reduce unnecessary actions while keeping sensitivity for real incidents.<\/p>\n<h3>What happens if an integration fails?<\/h3>\n<p>implementi.ai monitors automation health and handles integration errors as part of the managed subscription. We investigate failures, apply fixes or fallback measures and notify your team if manual intervention is required.<\/p>\n<h3>How do you protect production stability during automated actions?<\/h3>\n<p>Automated actions follow your pre-approved remediation policy. We implement safety checks (for example rate limits, environment restrictions and staged rollback steps) and record every action in an audit log for post-incident review.<\/p>\n<h3>How does implementation start?<\/h3>\n<p>We begin by agreeing scope, systems and remediation rules. Compatibility, access and exact configuration are confirmed before launch; the project plan and timelines depend on the integrations and scope defined during scoping.<\/p>\n<\/section><\/div>\n<\/div>\n<div id=\"imp-tab-price-source\" class=\"imp-tab-source\">\n<div class=\"imp-pf-tab-panel\">\n<section class=\"imp-card imp-card-soft\">\n<h2 class=\"imp-i18n-price-title\">Price<\/h2>\n<div class=\"imp-price-grid\">\n<div class=\"imp-price-card\">\n<div class=\"imp-price-label imp-i18n-monthly-label\">Monthly subscription<\/div>\n<div class=\"imp-price-value imp-price-monthly\">399 PLN net \/ month<\/div>\n<\/div>\n<div class=\"imp-price-card\">\n<div class=\"imp-price-label imp-i18n-activation-label\">Activation fee<\/div>\n<div class=\"imp-price-value imp-price-activation\" data-base-price=\"399\">3 \u00d7 monthly subscription<\/div>\n<\/div><\/div>\n<div class=\"imp-price-explain\">\n<p class=\"imp-i18n-activation-copy\">The activation fee covers the initial setup, implementation and launch of the agreed automation scope.<\/p>\n<p class=\"imp-i18n-monthly-copy\">The monthly subscription covers the ongoing operation, maintenance and management of the automation service.<\/p>\n<p class=\"imp-i18n-price-confirm\">The exact scope and final monthly subscription are confirmed before launch.<\/p>\n<\/p><\/div>\n<\/section><\/div>\n<\/div>\n<section id=\"implementation-contact\" class=\"imp-contact\">\n<div class=\"imp-contact-copy-card\">\n<h2 class=\"imp-i18n-contact-title\">Ready to automate this process?<\/h2>\n<p>Tell us which feature-flag platform, observability and error-tracking tools your teams currently use.<\/p>\n<p class=\"imp-i18n-contact-copy\">We\u2019ll confirm how this solution can be connected, its scope and the final monthly subscription.<\/p>\n<\/p><\/div>\n<p>    <a class=\"imp-contact-main imp-i18n-calendly\" href=\"https:\/\/calendly.com\/d\/cv3s-28d-54k\/30-minutowe-spotkanie\" target=\"_blank\" rel=\"noopener\">Book a 30-minute call<\/a><\/p>\n<table class=\"imp-contact-table\" role=\"presentation\" cellspacing=\"0\" cellpadding=\"0\" style=\"width:100%!important;table-layout:fixed!important;border-collapse:collapse!important;margin:24px 0 0!important;border:0!important;background:transparent!important;\">\n<tbody>\n<tr>\n<td class=\"imp-contact-cell imp-contact-cell-email\" style=\"width:50%!important;padding:0 12px 0 0!important;border:0!important;background:transparent!important;vertical-align:top!important;\"><a class=\"imp-contact-card\" href=\"mailto:contact@implementi.ai\" style=\"display:flex!important;flex-direction:column!important;justify-content:center!important;width:100%!important;min-width:0!important;min-height:132px!important;margin:0!important;box-sizing:border-box!important;background:#F9F9F9!important;border:1px solid rgba(24,52,87,.12)!important;border-radius:24px!important;padding:28px!important;text-decoration:none!important;\"><span class=\"imp-contact-label imp-i18n-email-label\">Email us<\/span><span class=\"imp-contact-value\">contact@implementi.ai<\/span><\/a><\/td>\n<td class=\"imp-contact-cell imp-contact-cell-phone\" style=\"width:50%!important;padding:0 0 0 12px!important;border:0!important;background:transparent!important;vertical-align:top!important;\"><a class=\"imp-contact-card\" href=\"tel:%2B48660983178\" style=\"display:flex!important;flex-direction:column!important;justify-content:center!important;width:100%!important;min-width:0!important;min-height:132px!important;margin:0!important;box-sizing:border-box!important;background:#F9F9F9!important;border:1px solid rgba(24,52,87,.12)!important;border-radius:24px!important;padding:28px!important;text-decoration:none!important;\"><span class=\"imp-contact-label imp-i18n-phone-label\">Call us<\/span><span class=\"imp-contact-value\">&#43;48 660 983 178<\/span><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/section>\n<\/div>\n<p><script>(function(){\nvar impBusy=false;\nfunction 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40px))!important;\n  max-width:100%!important;\n  margin:150px auto 60px!important;\n  padding:38px!important;\n  box-sizing:border-box!important;\n  background:#F9F9F9!important;\n  border:1px solid rgba(24,52,87,.10)!important;\n  border-radius:30px!important;\n}<\/p>\n<p>body.single-product .imp-related-heading{\n  display:block!important;\n  margin:0 0 34px!important;\n  padding:0!important;\n  color:#183457!important;\n  font-family:\"Poppins\",Arial,sans-serif!important;\n  font-size:30px!important;\n  font-weight:800!important;\n  line-height:1.2!important;\n  text-align:left!important;\n}<\/p>\n<p>\/* Exactly 3 products on desktop *\/\nbody.single-product .imp-related-list{\n  display:grid!important;\n  grid-template-columns:repeat(3,minmax(0,1fr))!important;\n  gap:30px!important;\n  width:100%!important;\n  max-width:100%!important;\n  margin:0!important;\n  padding:0!important;\n  box-sizing:border-box!important;\n}\nbody.single-product .imp-related-list > li.product{\n  display:block!important;\n  width:auto!important;\n  max-width:none!important;\n  min-width:0!important;\n  margin:0!important;\n  padding:0!important;\n  float:none!important;\n  clear:none!important;\n}\nbody.single-product .imp-related-list > li.product:nth-of-type(n+4){\n  display:none!important;\n}<\/p>\n<p>\/* Product titles must remain visible *\/\nbody.single-product .imp-related-list .woocommerce-loop-product__title,\nbody.single-product .imp-related-list .product-title,\nbody.single-product .imp-related-list .imp-related-title{\n  display:block!important;\n  visibility:visible!important;\n  opacity:1!important;\n  height:auto!important;\n  max-height:none!important;\n  overflow:visible!important;\n  margin:16px 0 8px!important;\n  color:#183457!important;\n  font-family:\"Poppins\",Arial,sans-serif!important;\n  font-size:18px!important;\n  font-weight:700!important;\n  line-height:1.35!important;\n  text-align:center!important;\n}\nbody.single-product .imp-related-list .price{\n  display:block!important;\n  margin:8px 0 14px!important;\n  text-align:center!important;\n}<\/p>\n<p>@media(max-width:900px){\n  body.single-product .imp-related-zone{\n    width:min(100% - 24px,1100px)!important;\n    margin-top:110px!important;\n    padding:28px!important;\n  }\n  body.single-product .imp-related-list{\n    grid-template-columns:repeat(2,minmax(0,1fr))!important;\n    gap:24px!important;\n  }\n}\n@media(max-width:767px){\n  body.single-product .imp-related-zone{\n    width:calc(100% - 20px)!important;\n    margin-top:80px!important;\n    padding:20px!important;\n    border-radius:24px!important;\n  }\n  body.single-product .imp-related-heading{\n    margin-bottom:24px!important;\n    font-size:24px!important;\n  }\n  body.single-product .imp-related-list{\n    grid-template-columns:1fr!important;\n    gap:22px!important;\n  }\n}\n<\/style>\n<p><script id=\"imp-v4512-bottom-fix-js\">\n(function(){\n  function directProducts(list){\n    return Array.prototype.filter.call(list.children,function(el){\n      return el && el.classList && el.classList.contains('product');\n    });\n  }<\/p>\n<p>  function textForProduct(li){\n    var title=li.querySelector('.woocommerce-loop-product__title,.product-title,h2,h3');\n    if(title && title.textContent.trim()) return {node:title,text:title.textContent.trim()};\n    var img=li.querySelector('img');\n    var alt=img ? 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Array.prototype.slice.call(list.classList).forEach(function(c){\n      if(\/^columns-\\d+$\/.test(c)) list.classList.remove(c);\n    });\n    list.classList.add('columns-3');<\/p>\n<p>    var items=directProducts(list);<\/p>\n<p>    \/* Physical removal + CSS nth-of-type fallback = exactly 3 visible products. *\/\n    for(var i=items.length-1;i>=3;i--){\n      items[i].remove();\n    }\n    items=directProducts(list);<\/p>\n<p>    var zone=list.closest('section,.related,.upsells');\n    if(!zone) zone=list.parentElement;\n    if(zone){\n      zone.classList.add('imp-related-zone');<\/p>\n<p>      var existing=zone.querySelector(':scope > h2,:scope > h3');\n      if(existing){\n        existing.textContent='Customers also choose';\n        existing.classList.add('imp-related-heading');\n      }else if(!zone.querySelector(':scope > .imp-related-heading')){\n        var h=document.createElement('h2');\n        h.className='imp-related-heading';\n        h.textContent='Customers also choose';\n        zone.insertBefore(h,list);\n      }\n    }<\/p>\n<p>    items.forEach(function(li){\n      var info=textForProduct(li);\n      if(info.node){\n        info.node.classList.add('imp-related-title');\n      }else if(info.text && !li.querySelector('.imp-related-title')){\n        var t=document.createElement('div');\n        t.className='imp-related-title';\n        t.textContent=info.text;\n        var price=li.querySelector('.price');\n        if(price) li.insertBefore(t,price);\n        else li.appendChild(t);\n      }\n    });\n  }<\/p>\n<p>  function run(){\n    wrapOrphanDescriptionText();\n    fixRecommendations();\n  }<\/p>\n<p>  document.addEventListener('DOMContentLoaded',run);\n  window.addEventListener('load',run);\n  window.addEventListener('resize',function(){setTimeout(fixRecommendations,60);});\n  setTimeout(run,250);\n  setTimeout(run,800);\n  setTimeout(run,1800);\n  setTimeout(run,3500);<\/p>\n<p>  if(window.MutationObserver){\n    var queued=false;\n   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rel=\"noopener\">\u0627\u062d\u062c\u0632 \u0645\u0643\u0627\u0644\u0645\u0629 \u0645\u062f\u062a\u0647\u0627 30 \u062f\u0642\u064a\u0642\u0629<\/a><\/p>\n<div class=\"imp-hero-contact-grid\"><a class=\"imp-hero-email\" href=\"mailto:contact@implementi.ai\">\u0631\u0627\u0633\u0644\u0646\u0627 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a<\/a><a class=\"imp-hero-phone\" href=\"tel:%2B48660983178\">\u0627\u062a\u0635\u0644 \u0628\u0646\u0627<\/a><\/div>\n<\/div>","protected":false},"featured_media":9035,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"product_brand":[32],"product_cat":[38],"product_tag":[],"class_list":["post-9041","product","type-product","status-publish","has-post-thumbnail","product_brand-implementi-ai","product_cat-operations","first","instock","virtual","taxable","product-type-external"],"ams_default_variation_id":0,"ams_product_points_reward":[],"ams_product_discount_percentage":0,"ams_price_to_display":399,"ams_acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/product\/9041","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/comments?post=9041"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/media\/9035"}],"wp:attachment":[{"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/media?parent=9041"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/product_brand?post=9041"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/product_cat?post=9041"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/implementi.ai\/ar\/wp-json\/wp\/v2\/product_tag?post=9041"}],"curies":[{"name":"\u062f\u0628\u0644\u064a\u0648 \u0628\u064a","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}