{"id":58021,"date":"2025-12-30T06:04:11","date_gmt":"2025-12-30T06:04:11","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=58021"},"modified":"2026-01-17T06:08:44","modified_gmt":"2026-01-17T06:08:44","slug":"top-10-spend-analytics-tools-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-spend-analytics-tools-features-pros-cons-comparison\/","title":{"rendered":"Top 10 Spend Analytics Tools: Features, Pros, Cons & Comparison"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

Introduction<\/strong><\/h2>\n\n\n\n

Spend Analytics Tools help organizations understand where money is being spent, with whom, on what, and why<\/strong>. These platforms collect data from ERP systems, procurement tools, invoices, and expense platforms, then clean, classify, and analyze it to reveal spending patterns that are often hidden in raw financial data.<\/p>\n\n\n\n

In today\u2019s cost-conscious and risk-aware business environment, visibility into spend is no longer optional. Companies use spend analytics to control costs, improve supplier negotiations, ensure compliance, reduce maverick spend, and support strategic sourcing decisions<\/strong>. Without it, procurement and finance teams often rely on spreadsheets, partial reports, or outdated snapshots that lead to poor decisions.<\/p>\n\n\n\n

Common real-world use cases include:<\/strong><\/p>\n\n\n\n

    \n
  • Identifying cost-saving opportunities across categories<\/li>\n\n\n\n
  • Consolidating suppliers and improving contract compliance<\/li>\n\n\n\n
  • Tracking indirect and tail-spend leakage<\/li>\n\n\n\n
  • Supporting ESG, diversity, and risk initiatives<\/li>\n\n\n\n
  • Enabling data-driven procurement planning<\/li>\n<\/ul>\n\n\n\n

    When evaluating Spend Analytics Tools, buyers should look for:<\/p>\n\n\n\n

      \n
    • Data accuracy and cleansing capabilities<\/strong><\/li>\n\n\n\n
    • Depth of classification and taxonomy support<\/strong><\/li>\n\n\n\n
    • Ease of use for non-technical users<\/strong><\/li>\n\n\n\n
    • Integration with ERP and procurement systems<\/strong><\/li>\n\n\n\n
    • Security, compliance, and scalability<\/strong><\/li>\n<\/ul>\n\n\n\n

      Best for:<\/strong>
      Procurement leaders, finance teams, sourcing managers, and executives in mid-market to large enterprises<\/strong>, especially in manufacturing, retail, healthcare, BFSI, and global services.<\/p>\n\n\n\n

      Not ideal for:<\/strong>
      Very small businesses with minimal vendor complexity, or teams that only need basic expense reporting rather than deep analytical insights.<\/p>\n\n\n\n

      \n\n\n\n

      Top 10 Spend Analytics Tools<\/strong><\/h2>\n\n\n\n
      \n\n\n\n

      1 \u2014 Coupa Spend Analytics<\/strong><\/h3>\n\n\n\n

      Designed for enterprises seeking end-to-end visibility across direct and indirect spend.<\/em><\/p>\n\n\n\n

      Key features<\/strong><\/p>\n\n\n\n

        \n
      • Automated spend classification with AI<\/li>\n\n\n\n
      • Real-time dashboards and benchmarks<\/li>\n\n\n\n
      • Supplier consolidation insights<\/li>\n\n\n\n
      • Category and commodity analysis<\/li>\n\n\n\n
      • Integration with broader Coupa BSM suite<\/li>\n\n\n\n
      • Predictive analytics and alerts<\/li>\n<\/ul>\n\n\n\n

        Pros<\/strong><\/p>\n\n\n\n

          \n
        • Very strong analytics depth<\/li>\n\n\n\n
        • Excellent benchmarking data<\/li>\n<\/ul>\n\n\n\n

          Cons<\/strong><\/p>\n\n\n\n

            \n
          • Premium pricing<\/li>\n\n\n\n
          • Configuration can be complex<\/li>\n<\/ul>\n\n\n\n

            Security & compliance<\/strong>
            SOC 2, GDPR, SSO, encryption, audit logs<\/p>\n\n\n\n

            Support & community<\/strong>
            Enterprise onboarding, strong documentation, global support network<\/p>\n\n\n\n

            \n\n\n\n

            2 \u2014 SAP Ariba Spend Analysis<\/strong><\/h3>\n\n\n\n

            Built for organizations already invested in SAP ecosystems.<\/em><\/p>\n\n\n\n

            Key features<\/strong><\/p>\n\n\n\n

              \n
            • Advanced spend classification engine<\/li>\n\n\n\n
            • Global supplier intelligence<\/li>\n\n\n\n
            • Category-level drilldowns<\/li>\n\n\n\n
            • SAP ERP integration<\/li>\n\n\n\n
            • Risk and compliance insights<\/li>\n\n\n\n
            • Multi-currency and global support<\/li>\n<\/ul>\n\n\n\n

              Pros<\/strong><\/p>\n\n\n\n

                \n
              • Deep SAP integration<\/li>\n\n\n\n
              • Scales well for global enterprises<\/li>\n<\/ul>\n\n\n\n

                Cons<\/strong><\/p>\n\n\n\n

                  \n
                • Less intuitive UI<\/li>\n\n\n\n
                • Customization requires expertise<\/li>\n<\/ul>\n\n\n\n

                  Security & compliance<\/strong>
                  ISO standards, GDPR, enterprise-grade security<\/p>\n\n\n\n

                  Support & community<\/strong>
                  Strong enterprise support, extensive SAP community<\/p>\n\n\n\n

                  \n\n\n\n

                  3 \u2014 Ivalua Spend Analytics<\/strong><\/h3>\n\n\n\n

                  A flexible, modular solution for procurement-driven organizations.<\/em><\/p>\n\n\n\n

                  Key features<\/strong><\/p>\n\n\n\n

                    \n
                  • Unified spend visibility<\/li>\n\n\n\n
                  • Highly configurable taxonomies<\/li>\n\n\n\n
                  • Supplier performance tracking<\/li>\n\n\n\n
                  • Advanced reporting and dashboards<\/li>\n\n\n\n
                  • Integration across source-to-pay<\/li>\n\n\n\n
                  • AI-driven insights<\/li>\n<\/ul>\n\n\n\n

                    Pros<\/strong><\/p>\n\n\n\n

                      \n
                    • Very customizable<\/li>\n\n\n\n
                    • Strong sourcing alignment<\/li>\n<\/ul>\n\n\n\n

                      Cons<\/strong><\/p>\n\n\n\n

                        \n
                      • Implementation effort is high<\/li>\n\n\n\n
                      • UI learning curve<\/li>\n<\/ul>\n\n\n\n

                        Security & compliance<\/strong>
                        SOC 2, ISO 27001, GDPR<\/p>\n\n\n\n

                        Support & community<\/strong>
                        Dedicated enterprise support, professional services available<\/p>\n\n\n\n

                        \n\n\n\n

                        4\u2014 Jaggaer Spend Analytics<\/strong><\/h3>\n\n\n\n

                        Best for education, healthcare, and research-driven institutions.<\/em><\/p>\n\n\n\n

                        Key features<\/strong><\/p>\n\n\n\n

                          \n
                        • Deep category analytics<\/li>\n\n\n\n
                        • Supplier diversity tracking<\/li>\n\n\n\n
                        • Tail-spend analysis<\/li>\n\n\n\n
                        • Contract compliance insights<\/li>\n\n\n\n
                        • ERP and procurement integrations<\/li>\n\n\n\n
                        • Visual dashboards<\/li>\n<\/ul>\n\n\n\n

                          Pros<\/strong><\/p>\n\n\n\n

                            \n
                          • Strong public sector fit<\/li>\n\n\n\n
                          • Good reporting depth<\/li>\n<\/ul>\n\n\n\n

                            Cons<\/strong><\/p>\n\n\n\n

                              \n
                            • UI feels dated<\/li>\n\n\n\n
                            • Reporting setup takes time<\/li>\n<\/ul>\n\n\n\n

                              Security & compliance<\/strong>
                              SOC 2, GDPR, encryption<\/p>\n\n\n\n

                              Support & community<\/strong>
                              Structured onboarding, responsive customer support<\/p>\n\n\n\n

                              \n\n\n\n

                              5 \u2014 GEP SMART Spend Analytics<\/strong><\/h3>\n\n\n\n

                              A modern, AI-powered analytics platform with strong UX.<\/em><\/p>\n\n\n\n

                              Key features<\/strong><\/p>\n\n\n\n

                                \n
                              • AI-driven spend classification<\/li>\n\n\n\n
                              • Real-time analytics<\/li>\n\n\n\n
                              • Unified procurement visibility<\/li>\n\n\n\n
                              • Mobile-friendly dashboards<\/li>\n\n\n\n
                              • Predictive cost insights<\/li>\n\n\n\n
                              • Strong integration options<\/li>\n<\/ul>\n\n\n\n

                                Pros<\/strong><\/p>\n\n\n\n

                                  \n
                                • Intuitive user interface<\/li>\n\n\n\n
                                • Fast time to value<\/li>\n<\/ul>\n\n\n\n

                                  Cons<\/strong><\/p>\n\n\n\n

                                    \n
                                  • Advanced features cost extra<\/li>\n\n\n\n
                                  • Best value in full GEP suite<\/li>\n<\/ul>\n\n\n\n

                                    Security & compliance<\/strong>
                                    SOC 2, ISO, GDPR, SSO<\/p>\n\n\n\n

                                    Support & community<\/strong>
                                    High-quality onboarding and enterprise support<\/p>\n\n\n\n

                                    \n\n\n\n

                                    6 \u2014 Sievo Spend Analytics<\/strong><\/h3>\n\n\n\n

                                    Specialist spend analytics provider with deep analytical focus.<\/em><\/p>\n\n\n\n

                                    Key features<\/strong><\/p>\n\n\n\n

                                      \n
                                    • Best-in-class spend cleansing<\/li>\n\n\n\n
                                    • Detailed category hierarchies<\/li>\n\n\n\n
                                    • Tail-spend optimization<\/li>\n\n\n\n
                                    • Opportunity identification<\/li>\n\n\n\n
                                    • ERP-agnostic integrations<\/li>\n\n\n\n
                                    • Custom reporting<\/li>\n<\/ul>\n\n\n\n

                                      Pros<\/strong><\/p>\n\n\n\n

                                        \n
                                      • Very accurate data models<\/li>\n\n\n\n
                                      • Strong analytics expertise<\/li>\n<\/ul>\n\n\n\n

                                        Cons<\/strong><\/p>\n\n\n\n

                                          \n
                                        • Narrower scope than full suites<\/li>\n\n\n\n
                                        • Less suitable for SMBs<\/li>\n<\/ul>\n\n\n\n

                                          Security & compliance<\/strong>
                                          ISO 27001, GDPR, encryption<\/p>\n\n\n\n

                                          Support & community<\/strong>
                                          Highly regarded customer success teams<\/p>\n\n\n\n

                                          \n\n\n\n

                                          7 \u2014 SpendHQ<\/strong><\/h3>\n\n\n\n

                                          A user-friendly platform focused on actionable insights.<\/em><\/p>\n\n\n\n

                                          Key features<\/strong><\/p>\n\n\n\n

                                            \n
                                          • Easy-to-use dashboards<\/li>\n\n\n\n
                                          • Opportunity tracking<\/li>\n\n\n\n
                                          • Category management support<\/li>\n\n\n\n
                                          • Supplier insights<\/li>\n\n\n\n
                                          • ERP integrations<\/li>\n\n\n\n
                                          • Cost-saving roadmaps<\/li>\n<\/ul>\n\n\n\n

                                            Pros<\/strong><\/p>\n\n\n\n

                                              \n
                                            • Simple and approachable<\/li>\n\n\n\n
                                            • Strong analytics storytelling<\/li>\n<\/ul>\n\n\n\n

                                              Cons<\/strong><\/p>\n\n\n\n

                                                \n
                                              • Limited advanced AI<\/li>\n\n\n\n
                                              • Less global benchmarking<\/li>\n<\/ul>\n\n\n\n

                                                Security & compliance<\/strong>
                                                SOC 2, GDPR<\/p>\n\n\n\n

                                                Support & community<\/strong>
                                                Strong onboarding, hands-on support<\/p>\n\n\n\n

                                                \n\n\n\n

                                                8 \u2014 Zycus Spend Analysis<\/strong><\/h3>\n\n\n\n

                                                AI-driven spend intelligence for large procurement teams.<\/em><\/p>\n\n\n\n

                                                Key features<\/strong><\/p>\n\n\n\n

                                                  \n
                                                • Cognitive spend classification<\/li>\n\n\n\n
                                                • Advanced dashboards<\/li>\n\n\n\n
                                                • Tail-spend insights<\/li>\n\n\n\n
                                                • Supplier risk indicators<\/li>\n\n\n\n
                                                • Integration with Merlin AI<\/li>\n\n\n\n
                                                • Category-level reporting<\/li>\n<\/ul>\n\n\n\n

                                                  Pros<\/strong><\/p>\n\n\n\n

                                                    \n
                                                  • Powerful AI engine<\/li>\n\n\n\n
                                                  • Good scalability<\/li>\n<\/ul>\n\n\n\n

                                                    Cons<\/strong><\/p>\n\n\n\n

                                                      \n
                                                    • UI can feel complex<\/li>\n\n\n\n
                                                    • Reporting setup takes time<\/li>\n<\/ul>\n\n\n\n

                                                      Security & compliance<\/strong>
                                                      ISO 27001, SOC 2, GDPR<\/p>\n\n\n\n

                                                      Support & community<\/strong>
                                                      Enterprise-grade support and training programs<\/p>\n\n\n\n

                                                      \n\n\n\n

                                                      9 \u2014 Procurify Spend Analytics<\/strong><\/h3>\n\n\n\n

                                                      Best for growing companies needing visibility without complexity.<\/em><\/p>\n\n\n\n

                                                      Key features<\/strong><\/p>\n\n\n\n

                                                        \n
                                                      • Real-time spend tracking<\/li>\n\n\n\n
                                                      • Budget controls<\/li>\n\n\n\n
                                                      • Purchase and invoice visibility<\/li>\n\n\n\n
                                                      • Simple dashboards<\/li>\n\n\n\n
                                                      • ERP integrations<\/li>\n\n\n\n
                                                      • Approval workflows<\/li>\n<\/ul>\n\n\n\n

                                                        Pros<\/strong><\/p>\n\n\n\n

                                                          \n
                                                        • Easy to deploy<\/li>\n\n\n\n
                                                        • SMB-friendly pricing<\/li>\n<\/ul>\n\n\n\n

                                                          Cons<\/strong><\/p>\n\n\n\n

                                                            \n
                                                          • Limited deep analytics<\/li>\n\n\n\n
                                                          • Not ideal for global enterprises<\/li>\n<\/ul>\n\n\n\n

                                                            Security & compliance<\/strong>
                                                            SOC 2, GDPR<\/p>\n\n\n\n

                                                            Support & community<\/strong>
                                                            Strong onboarding and responsive support<\/p>\n\n\n\n

                                                            \n\n\n\n

                                                            10 \u2014 Rosslyn Spend Analytics<\/strong><\/h3>\n\n\n\n

                                                            Focused on data-heavy analytics and transparency.<\/em><\/p>\n\n\n\n

                                                            Key features<\/strong><\/p>\n\n\n\n

                                                              \n
                                                            • Highly granular spend views<\/li>\n\n\n\n
                                                            • Strong data governance<\/li>\n\n\n\n
                                                            • Multi-ERP integration<\/li>\n\n\n\n
                                                            • Customizable dashboards<\/li>\n\n\n\n
                                                            • Tail-spend insights<\/li>\n\n\n\n
                                                            • Compliance reporting<\/li>\n<\/ul>\n\n\n\n

                                                              Pros<\/strong><\/p>\n\n\n\n

                                                                \n
                                                              • Very detailed analytics<\/li>\n\n\n\n
                                                              • Transparent data models<\/li>\n<\/ul>\n\n\n\n

                                                                Cons<\/strong><\/p>\n\n\n\n

                                                                  \n
                                                                • Less intuitive UI<\/li>\n\n\n\n
                                                                • Smaller ecosystem<\/li>\n<\/ul>\n\n\n\n

                                                                  Security & compliance<\/strong>
                                                                  ISO 27001, GDPR<\/p>\n\n\n\n

                                                                  Support & community<\/strong>
                                                                  Specialist support, strong analyst collaboration<\/p>\n\n\n\n

                                                                  \n\n\n\n

                                                                  Comparison Table<\/strong><\/h2>\n\n\n\n
                                                                  Tool Name<\/th>Best For<\/th>Platform(s) Supported<\/th>Standout Feature<\/th>Rating<\/th><\/tr><\/thead>
                                                                  Coupa<\/td>Large enterprises<\/td>Cloud<\/td>Benchmark-driven insights<\/td>N\/A<\/td><\/tr>
                                                                  SAP Ariba<\/td>SAP-centric orgs<\/td>Cloud<\/td>Deep SAP integration<\/td>N\/A<\/td><\/tr>
                                                                  Ivalua<\/td>Custom procurement<\/td>Cloud<\/td>High configurability<\/td>N\/A<\/td><\/tr>
                                                                  Jaggaer<\/td>Education & healthcare<\/td>Cloud<\/td>Public sector analytics<\/td>N\/A<\/td><\/tr>
                                                                  GEP SMART<\/td>UX-focused teams<\/td>Cloud<\/td>AI-powered insights<\/td>N\/A<\/td><\/tr>
                                                                  Sievo<\/td>Data-driven sourcing<\/td>Cloud<\/td>Best-in-class cleansing<\/td>N\/A<\/td><\/tr>
                                                                  SpendHQ<\/td>Mid-market teams<\/td>Cloud<\/td>Actionable savings plans<\/td>N\/A<\/td><\/tr>
                                                                  Zycus<\/td>Large procurement orgs<\/td>Cloud<\/td>Cognitive AI analytics<\/td>N\/A<\/td><\/tr>
                                                                  Procurify<\/td>SMBs<\/td>Cloud<\/td>Ease of use<\/td>N\/A<\/td><\/tr>
                                                                  Rosslyn<\/td>Analytics-focused teams<\/td>Cloud<\/td>Data transparency<\/td>N\/A<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                                  \n\n\n\n

                                                                  Evaluation & Scoring of Spend Analytics Tools<\/strong><\/h2>\n\n\n\n
                                                                  Criteria<\/th>Weight<\/th>Evaluation Focus<\/th><\/tr><\/thead>
                                                                  Core features<\/td>25%<\/td>Classification, reporting, insights<\/td><\/tr>
                                                                  Ease of use<\/td>15%<\/td>UI, learning curve<\/td><\/tr>
                                                                  Integrations & ecosystem<\/td>15%<\/td>ERP, procurement tools<\/td><\/tr>
                                                                  Security & compliance<\/td>10%<\/td>Certifications, controls<\/td><\/tr>
                                                                  Performance & reliability<\/td>10%<\/td>Data speed, accuracy<\/td><\/tr>
                                                                  Support & community<\/td>10%<\/td>Onboarding, help quality<\/td><\/tr>
                                                                  Price \/ value<\/td>15%<\/td>ROI vs cost<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                                  \n\n\n\n

                                                                  Which Spend Analytics Tool Is Right for You?<\/strong><\/h2>\n\n\n\n
                                                                    \n
                                                                  • Solo users \/ SMBs:<\/strong> Look for simplicity and quick setup (Procurify, SpendHQ).<\/li>\n\n\n\n
                                                                  • Mid-market firms:<\/strong> Balance usability and analytical depth (SpendHQ, GEP SMART).<\/li>\n\n\n\n
                                                                  • Enterprises:<\/strong> Prioritize scalability, security, and integration (Coupa, SAP Ariba, Ivalua).<\/li>\n\n\n\n
                                                                  • Budget-conscious teams:<\/strong> Focus on core visibility over advanced AI.<\/li>\n\n\n\n
                                                                  • Premium buyers:<\/strong> Choose tools with benchmarking, predictive analytics, and global coverage.<\/li>\n\n\n\n
                                                                  • Compliance-heavy industries:<\/strong> Ensure strong audit logs, certifications, and controls.<\/li>\n<\/ul>\n\n\n\n
                                                                    \n\n\n\n

                                                                    Frequently Asked Questions (FAQs)<\/strong><\/h2>\n\n\n\n

                                                                    1. What is spend analytics?<\/strong>
                                                                    It is the process of collecting and analyzing spending data to improve cost control and procurement decisions.<\/p>\n\n\n\n

                                                                    2. How is spend analytics different from expense tracking?<\/strong>
                                                                    Spend analytics focuses on supplier and category insights, not just employee expenses.<\/p>\n\n\n\n

                                                                    3. Do these tools use AI?<\/strong>
                                                                    Many modern platforms use AI for classification, anomaly detection, and forecasting.<\/p>\n\n\n\n

                                                                    4. Are spend analytics tools only for large enterprises?<\/strong>
                                                                    No. Some tools are designed specifically for SMBs and mid-market companies.<\/p>\n\n\n\n

                                                                    5. How long does implementation take?<\/strong>
                                                                    It can range from a few weeks to several months depending on data complexity.<\/p>\n\n\n\n

                                                                    6. What data sources are typically integrated?<\/strong>
                                                                    ERP systems, procurement platforms, AP systems, and expense tools.<\/p>\n\n\n\n

                                                                    7. Is data cleansing automatic?<\/strong>
                                                                    Most leading tools automate cleansing but still allow manual validation.<\/p>\n\n\n\n

                                                                    8. Are these tools secure?<\/strong>
                                                                    Yes, most enterprise tools follow strict security and compliance standards.<\/p>\n\n\n\n

                                                                    9. Can spend analytics support ESG and diversity goals?<\/strong>
                                                                    Yes, many tools track supplier diversity and sustainability metrics.<\/p>\n\n\n\n

                                                                    10. What is a common mistake when buying spend analytics software?<\/strong>
                                                                    Overbuying complexity without internal capability to act on insights.<\/p>\n\n\n\n

                                                                    \n\n\n\n

                                                                    Conclusion<\/strong><\/h2>\n\n\n\n

                                                                    Spend Analytics Tools are essential for organizations that want clarity, control, and confidence<\/strong> in their financial decisions. The best platforms go beyond reporting to deliver actionable insights that drive savings, compliance, and strategic value.<\/p>\n\n\n\n

                                                                    There is no single best tool for everyone<\/strong>. The right choice depends on company size, budget, data maturity, integration needs, and strategic priorities. By focusing on accuracy, usability, security, and scalability, organizations can select a spend analytics solution that truly supports long-term success.<\/p>\n","protected":false},"excerpt":{"rendered":"

                                                                    Introduction Spend Analytics Tools help organizations understand where money is being spent, with whom, on what, and why. These platforms collect data from ERP systems, procurement tools, invoices, and expense… <\/p>\n","protected":false},"author":58,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[11138],"tags":[22738,22734,22741,22737,22742,22745,22735,22743,22732,22740,22733,22739,22744,22736],"class_list":["post-58021","post","type-post","status-publish","format-standard","hentry","category-best-tools","tag-cost-control-analytics-tools","tag-enterprise-spend-analytics","tag-indirect-spend-analysis","tag-procurement-analytics-platforms","tag-procurement-data-analytics","tag-procurement-reporting-dashboards","tag-procurement-spend-analysis-software","tag-purchase-spend-analysis-tools","tag-spend-analytics-tools","tag-spend-intelligence-software","tag-spend-management-analytics","tag-strategic-sourcing-analytics","tag-supplier-cost-analysis","tag-supplier-spend-visibility"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/58021","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\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=58021"}],"version-history":[{"count":1,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/58021\/revisions"}],"predecessor-version":[{"id":58023,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/58021\/revisions\/58023"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=58021"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=58021"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=58021"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}