{"id":53009,"date":"2025-09-16T08:55:38","date_gmt":"2025-09-16T08:55:38","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=53009"},"modified":"2026-02-21T08:25:20","modified_gmt":"2026-02-21T08:25:20","slug":"top-10-ai-supply-chain-risk-detection-tools-in-2025-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-ai-supply-chain-risk-detection-tools-in-2025-features-pros-cons-comparison\/","title":{"rendered":"Top 10 AI Supply Chain Risk Detection Tools in 2026: Features, Pros, Cons &amp; Comparison"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Introduction<\/h1>\n\n\n\n<p>In today\u2019s hyperconnected world, supply chains are more complex\u2014and more fragile\u2014than ever. From geopolitical instability and climate events to cyberattacks and raw material shortages, risks are no longer occasional disruptions; they\u2019re constant threats. That\u2019s where <strong>AI Supply Chain Risk Detection tools<\/strong> come in.<\/p>\n\n\n\n<p>In 2026, these solutions are transforming how organizations <strong>predict, detect, and respond<\/strong> to disruptions by combining machine learning, real-time data, and predictive analytics. Instead of reacting to problems after they occur, companies can now anticipate risks, assess their impact, and plan mitigation strategies in advance.<\/p>\n\n\n\n<p>When choosing the best AI Supply Chain Risk Detection software, decision-makers should consider:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Coverage<\/strong>: Does it detect financial, geopolitical, environmental, cyber, and supplier-level risks?<\/li>\n\n\n\n<li><strong>Data Sources<\/strong>: Does it integrate external datasets (satellite, news, ESG, IoT) as well as internal ERP\/SCM data?<\/li>\n\n\n\n<li><strong>Ease of Use<\/strong>: How intuitive is the dashboard for non-technical supply chain managers?<\/li>\n\n\n\n<li><strong>Integration<\/strong>: Can it work with existing platforms like SAP, Oracle, or Microsoft Dynamics?<\/li>\n\n\n\n<li><strong>Scalability<\/strong>: Is it designed for SMEs, enterprises, or global conglomerates?<\/li>\n<\/ul>\n\n\n\n<p>This blog highlights the <strong>top 10 AI Supply Chain Risk Detection tools of 2026<\/strong>, along with their features, pros, cons, and a side-by-side comparison to help you make the right choice.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Top 10 AI Supply Chain Risk Detection Tools in 2026<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-4.jpg\" alt=\"\" class=\"wp-image-53655\" style=\"width:840px;height:auto\" srcset=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-4.jpg 800w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-4-300x169.jpg 300w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-4-768x432.jpg 768w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-4-355x199.jpg 355w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Resilinc<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Resilinc is a pioneer in supply chain mapping and risk monitoring, used by Fortune 500 companies to track supplier dependencies and predict disruptions.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Multi-tier supplier mapping (up to sub-tier 10 visibility).<\/li>\n\n\n\n<li>Real-time event monitoring across 100+ risk categories.<\/li>\n\n\n\n<li>Predictive AI alerts for natural disasters, cyber threats, and geopolitical issues.<\/li>\n\n\n\n<li>Supplier risk scoring and benchmarking.<\/li>\n\n\n\n<li>Collaboration platform for suppliers and buyers.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Deep supply chain visibility.<\/li>\n\n\n\n<li>Excellent global event monitoring coverage.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Steeper learning curve.<\/li>\n\n\n\n<li>Premium pricing not ideal for SMEs.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Everstream Analytics<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Everstream combines predictive analytics with AI to deliver proactive risk intelligence for logistics, suppliers, and geopolitical threats.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Predictive shipment delay forecasting.<\/li>\n\n\n\n<li>ESG and compliance risk monitoring.<\/li>\n\n\n\n<li>AI-driven geopolitical risk scoring.<\/li>\n\n\n\n<li>API integrations with ERP systems.<\/li>\n\n\n\n<li>Interactive dashboards with custom alerts.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong in predictive shipment risk analytics.<\/li>\n\n\n\n<li>User-friendly dashboards.<\/li>\n\n\n\n<li><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Limited free trial availability.<\/li>\n\n\n\n<li>May require customization for niche industries.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Interos<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Interos provides AI-driven supply chain risk mapping across financial, operational, ESG, and cyber domains.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered global supplier network graph.<\/li>\n\n\n\n<li>Continuous monitoring of supplier risk indicators.<\/li>\n\n\n\n<li>Cybersecurity threat detection for supply chain partners.<\/li>\n\n\n\n<li>ESG compliance tracking.<\/li>\n\n\n\n<li>Scenario planning tools.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent at cyber + ESG risk detection.<\/li>\n\n\n\n<li>Continuous monitoring helps with compliance.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Pricing tailored to enterprises only.<\/li>\n\n\n\n<li>Interface complexity for small businesses.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Dun &amp; Bradstreet Supply Risk<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A trusted data powerhouse, D&amp;B offers AI-based supplier risk management with financial and operational insights.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Comprehensive supplier financial scoring.<\/li>\n\n\n\n<li>AI-powered fraud and compliance risk detection.<\/li>\n\n\n\n<li>Supplier health monitoring (payment history, credit).<\/li>\n\n\n\n<li>Data integration with D&amp;B\u2019s global database.<\/li>\n\n\n\n<li>Easy integration with SAP\/Oracle ERP.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Extensive global supplier dataset.<\/li>\n\n\n\n<li>Strong in financial risk assessment.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Focuses more on financials than logistics disruptions.<\/li>\n\n\n\n<li>Lacks advanced predictive scenario modeling.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Riskmethods<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Riskmethods helps businesses detect, assess, and mitigate risks across suppliers, logistics, and geographies.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-driven early-warning system.<\/li>\n\n\n\n<li>Real-time risk monitoring across natural, geopolitical, and cyber risks.<\/li>\n\n\n\n<li>Supplier collaboration and response workflows.<\/li>\n\n\n\n<li>Risk scoring and heat maps.<\/li>\n\n\n\n<li>Built-in risk mitigation playbooks.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong workflow automation.<\/li>\n\n\n\n<li>Easy visualization of risks.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Higher costs for full functionality.<\/li>\n\n\n\n<li>Some users report alert fatigue.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">6. <strong>Llamasoft (Coupa Supply Chain)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Llamasoft, acquired by Coupa, uses AI to simulate supply chain disruptions and provide risk-aware decision modeling.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Supply chain simulation and scenario planning.<\/li>\n\n\n\n<li>AI-powered network optimization.<\/li>\n\n\n\n<li>Multi-risk detection: demand, logistics, geopolitical.<\/li>\n\n\n\n<li>Integration with ERP &amp; financial systems.<\/li>\n\n\n\n<li>Strategic sourcing insights.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong simulation and \u201cwhat-if\u201d analysis.<\/li>\n\n\n\n<li>Excellent for network optimization.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Best for enterprises; overkill for SMEs.<\/li>\n\n\n\n<li>Requires training to fully leverage.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">7. <strong>Prewave<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Prewave specializes in supplier risk detection with an AI engine that monitors news, social media, and public data in 50+ languages.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-driven supplier reputation monitoring.<\/li>\n\n\n\n<li>Multilingual news and social media tracking.<\/li>\n\n\n\n<li>ESG compliance detection.<\/li>\n\n\n\n<li>Real-time alerts on strikes, protests, and disruptions.<\/li>\n\n\n\n<li>Supplier collaboration portal.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Great for ESG and reputation risks.<\/li>\n\n\n\n<li>Broad language coverage.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Limited focus on logistics risk.<\/li>\n\n\n\n<li>Customization may be needed for niche industries.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">8. <strong>Avetta One<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Avetta focuses on contractor, supplier, and workforce risk management with AI compliance and monitoring tools.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Supplier prequalification and onboarding.<\/li>\n\n\n\n<li>AI-based compliance monitoring.<\/li>\n\n\n\n<li>Health, safety, and ESG compliance tracking.<\/li>\n\n\n\n<li>Workforce certification and audit tools.<\/li>\n\n\n\n<li>Risk scoring for supplier portfolios.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong compliance focus.<\/li>\n\n\n\n<li>Good for industries with strict safety\/ESG rules.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Less robust logistics\/disruption analytics.<\/li>\n\n\n\n<li>Complex onboarding for large supplier bases.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">9. <strong>Supply Wisdom<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Supply Wisdom delivers continuous risk intelligence for third-party and supply chain monitoring.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Continuous monitoring of operational, cyber, and financial risks.<\/li>\n\n\n\n<li>AI-powered event detection.<\/li>\n\n\n\n<li>Compliance risk alerts (GDPR, CCPA, ESG).<\/li>\n\n\n\n<li>Third-party vendor scoring.<\/li>\n\n\n\n<li>Real-time dashboards with alerts.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Good breadth across compliance + cyber risks.<\/li>\n\n\n\n<li>Continuous monitoring keeps risks updated.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Limited visualization features.<\/li>\n\n\n\n<li>May require API integration for full value.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">10. <strong>Craft.co<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Craft.co provides AI-driven supplier intelligence with real-time monitoring across operational, financial, and cybersecurity metrics.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Supplier intelligence database with AI insights.<\/li>\n\n\n\n<li>Real-time monitoring of supplier financials, ESG, and cyber posture.<\/li>\n\n\n\n<li>Easy API integration.<\/li>\n\n\n\n<li>Interactive supplier dashboards.<\/li>\n\n\n\n<li>Alerts for organizational changes, layoffs, or financial instability.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Intuitive UI and dashboards.<\/li>\n\n\n\n<li>Affordable for mid-sized companies.<br><strong>Cons:<\/strong><\/li>\n\n\n\n<li>Smaller database compared to D&amp;B\/Interos.<\/li>\n\n\n\n<li>Limited advanced modeling features.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Comparison Table<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Tool Name<\/th><th>Best For<\/th><th>Platforms Supported<\/th><th>Standout Feature<\/th><th>Pricing<\/th><th>G2\/Capterra Rating*<\/th><\/tr><\/thead><tbody><tr><td>Resilinc<\/td><td>Global enterprises, deep mapping<\/td><td>Web, API, ERP integrations<\/td><td>Multi-tier supply chain mapping<\/td><td>Custom enterprise<\/td><td>4.6\/5<\/td><\/tr><tr><td>Everstream<\/td><td>Logistics risk forecasting<\/td><td>Web, ERP, API<\/td><td>Predictive shipment delay analytics<\/td><td>Starts at $50K\/year<\/td><td>4.5\/5<\/td><\/tr><tr><td>Interos<\/td><td>Enterprises with ESG + cyber risk<\/td><td>Web, API, ERP<\/td><td>Global supplier graph AI<\/td><td>Custom enterprise<\/td><td>4.4\/5<\/td><\/tr><tr><td>D&amp;B Supply Risk<\/td><td>Financial risk monitoring<\/td><td>Web, SAP, Oracle ERP<\/td><td>D&amp;B global supplier data<\/td><td>Starts at $30K\/year<\/td><td>4.3\/5<\/td><\/tr><tr><td>Riskmethods<\/td><td>All-round risk detection<\/td><td>Web, ERP, API<\/td><td>Early-warning system + playbooks<\/td><td>Custom enterprise<\/td><td>4.5\/5<\/td><\/tr><tr><td>Llamasoft (Coupa)<\/td><td>Simulation + optimization<\/td><td>Web, ERP, API<\/td><td>Advanced scenario planning<\/td><td>Custom enterprise<\/td><td>4.4\/5<\/td><\/tr><tr><td>Prewave<\/td><td>ESG + reputation monitoring<\/td><td>Web, API<\/td><td>AI social\/news monitoring in 50+ languages<\/td><td>Mid-tier pricing<\/td><td>4.2\/5<\/td><\/tr><tr><td>Avetta One<\/td><td>Compliance-driven industries<\/td><td>Web, ERP<\/td><td>Contractor + compliance monitoring<\/td><td>Starts at $20K\/year<\/td><td>4.3\/5<\/td><\/tr><tr><td>Supply Wisdom<\/td><td>Third-party\/vendor monitoring<\/td><td>Web, API<\/td><td>Continuous risk intelligence<\/td><td>Mid-tier pricing<\/td><td>4.4\/5<\/td><\/tr><tr><td>Craft.co<\/td><td>Mid-market supplier monitoring<\/td><td>Web, API<\/td><td>Real-time supplier intelligence<\/td><td>Starts at $10K\/year<\/td><td>4.2\/5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>*Ratings approximate based on user reviews as of 2026.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Which AI Supply Chain Risk Detection Tool is Right for You?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SMEs (Small &amp; Mid-Sized Enterprises):<\/strong> Craft.co, Prewave, and Avetta One provide affordable entry points with strong monitoring capabilities.<\/li>\n\n\n\n<li><strong>Enterprises with Global Supply Chains:<\/strong> Resilinc, Interos, and Everstream offer the deep visibility and predictive analytics needed to manage thousands of suppliers across multiple tiers.<\/li>\n\n\n\n<li><strong>Compliance-Heavy Industries (Energy, Pharma, Construction):<\/strong> Avetta One and Supply Wisdom stand out for ESG, workforce, and compliance monitoring.<\/li>\n\n\n\n<li><strong>Financial Risk &amp; Supplier Stability:<\/strong> D&amp;B Supply Risk and Craft.co are great choices for finance-driven supply chain risk analysis.<\/li>\n\n\n\n<li><strong>Scenario Planning &amp; Optimization:<\/strong> Llamasoft (Coupa) is unmatched for companies wanting \u201cwhat-if\u201d modeling and network optimization.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>The supply chain risk landscape in 2026 is evolving rapidly, and businesses can no longer rely on static risk registers. <strong>AI Supply Chain Risk Detection tools<\/strong> empower organizations to <strong>predict, monitor, and respond<\/strong> to disruptions in real time.<\/p>\n\n\n\n<p>From <strong>Resilinc\u2019s deep mapping<\/strong> to <strong>Prewave\u2019s multilingual social monitoring<\/strong>, there\u2019s a tool for every business size and risk profile. The key is aligning your industry needs, budget, and compliance requirements with the right platform.<\/p>\n\n\n\n<p>For most businesses, the smartest move is to start with a <strong>free trial or demo<\/strong>, test integration with your ERP\/SCM systems, and evaluate how well the tool reduces real-world disruption costs.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">FAQs<\/h2>\n\n\n\n<p><strong>1. What is an AI Supply Chain Risk Detection tool?<\/strong><br>It\u2019s software that uses artificial intelligence to monitor, predict, and mitigate supply chain disruptions across suppliers, logistics, compliance, and geopolitical domains.<\/p>\n\n\n\n<p><strong>2. Why do companies need these tools in 2026?<\/strong><br>Because risks are more frequent and complex\u2014AI enables proactive action instead of costly reaction.<\/p>\n\n\n\n<p><strong>3. Are these tools only for large enterprises?<\/strong><br>No. While many tools target global firms, mid-market solutions like Craft.co and Prewave are accessible to SMEs.<\/p>\n\n\n\n<p><strong>4. Can they integrate with ERP platforms like SAP or Oracle?<\/strong><br>Yes. Most enterprise-grade solutions offer API or native integrations with major ERP\/SCM systems.<\/p>\n\n\n\n<p><strong>5. How much do AI Supply Chain Risk Detection tools cost?<\/strong><br>Pricing ranges from <strong>$10K\/year for mid-market tools<\/strong> to <strong>custom enterprise contracts exceeding $100K\/year<\/strong> depending on features and coverage.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Meta Description<\/h2>\n\n\n\n<p>Discover the <strong>Top 10 AI Supply Chain Risk Detection tools in 2026<\/strong>. Compare features, pros, cons &amp; pricing to choose the best risk monitoring software.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction In today\u2019s hyperconnected world, supply chains are more complex\u2014and more fragile\u2014than ever. From geopolitical instability and climate events to cyberattacks and raw material shortages, risks are no longer occasional&#8230; <\/p>\n","protected":false},"author":54,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-53009","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=53009"}],"version-history":[{"count":4,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53009\/revisions"}],"predecessor-version":[{"id":59772,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53009\/revisions\/59772"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=53009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=53009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=53009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}