{"id":110448,"date":"2025-04-23T09:09:39","date_gmt":"2025-04-23T09:09:39","guid":{"rendered":"https:\/\/aws.zycus.com\/glossary\/stgblog1\/what-is-procurement-analytics"},"modified":"2026-02-11T11:08:21","modified_gmt":"2026-02-11T11:08:21","slug":"what-is-procurement-analytics","status":"publish","type":"post","link":"https:\/\/staging.zycus.com\/glossary\/what-is-procurement-analytics","title":{"rendered":"Procurement Analytics"},"content":{"rendered":"<p>Procurement Analytics is the discipline of transforming procurement data into actionable intelligence.<br \/>\nIt brings together information from across the Source-to-Pay (S2P) ecosystem, requisitions, purchase orders, invoices, contracts, and supplier records, to provide a unified view of spend, performance, compliance, and risk.<br \/>\nIn practice, it\u2019s not a single module but a connected capability that helps procurement teams understand where money goes, how suppliers perform, and where value can be unlocked.<\/p>\n<p><strong>Read more:<\/strong> <a href=\"https:\/\/www.zycus.com\/blog\/procurement-technology\/procurement-analytics-guide\" target=\"_blank\" rel=\"noopener\">Procurement Analytics: A Complete Guide for Enterprises<\/a><\/p>\n<h2>Why Procurement Analytics Matters<\/h2>\n<p>Procurement has become data-rich but insight-poor. Every transaction generates data, yet without a connected analytics layer, it remains fragmented across systems and geographies.<br \/>\nIn a volatile environment marked by inflation, regulatory shifts, and ESG pressures, decisions can no longer rely on static reports.<\/p>\n<p>Modern procurement analytics bridges this gap, enabling data-driven decision-making through real-time visibility, predictive insights, and closed-loop feedback across sourcing, supplier, and finance functions.<\/p>\n<h2>Procurement Analytics Value Levers<\/h2>\n<p>Like Procure-to-Pay, Procurement Analytics creates measurable value through four foundational levers:<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"68\"><strong>Lever<\/strong><\/td>\n<td width=\"429\"><strong>What It Delivers<\/strong><\/td>\n<td width=\"304\"><strong>Enabled Through<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"68\"><strong>Visibility<\/strong><\/td>\n<td width=\"429\">Unified, accurate, and real-time view of spend and suppliers<\/td>\n<td width=\"304\">Data integration, cleansing, and classification<\/td>\n<\/tr>\n<tr>\n<td width=\"68\"><strong>Efficiency<\/strong><\/td>\n<td width=\"429\">Less manual reporting and faster access to insights<\/td>\n<td width=\"304\">Self-service dashboards and automated refresh<\/td>\n<\/tr>\n<tr>\n<td width=\"68\"><strong>Savings<\/strong><\/td>\n<td width=\"429\">Identification of leakage, consolidation, and sourcing opportunities<\/td>\n<td width=\"304\">Spend and contract analytics<\/td>\n<\/tr>\n<tr>\n<td width=\"68\"><strong>Risk<\/strong><\/td>\n<td width=\"429\">Early detection of supplier, market, or ESG risks<\/td>\n<td width=\"304\">Integrated supplier risk and predictive analytics<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Together, these levers turn analytics from a reporting layer into a performance engine, one that continuously sharpens procurement strategy.<\/p>\n<h2>The Procurement Analytics Framework (At a Glance)<\/h2>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-114706 aligncenter\" src=\"https:\/\/staging.zycus.com\/glossary\/wp-content\/uploads\/2025\/04\/Procurement-analytics.png\" alt=\"Procurement Analytics Framework\" width=\"574\" height=\"419\" srcset=\"https:\/\/staging.zycus.com\/glossary\/wp-content\/uploads\/2025\/04\/Procurement-analytics.png 913w, https:\/\/staging.zycus.com\/glossary\/wp-content\/uploads\/2025\/04\/Procurement-analytics-300x219.png 300w, https:\/\/staging.zycus.com\/glossary\/wp-content\/uploads\/2025\/04\/Procurement-analytics-768x560.png 768w\" sizes=\"(max-width: 574px) 100vw, 574px\" \/><\/p>\n<ul>\n<li><a href=\"https:\/\/www.zycus.com\/blog\/spend-analysis\/comprehensive-guide-to-spend-analysis\" target=\"_blank\" rel=\"noopener\"><strong>Spend Analytics<\/strong><\/a> \u2013 Classifies spend by category, supplier, and region to reveal savings potential and leakage.<\/li>\n<li><a href=\"https:\/\/www.zycus.com\/blog\/supplier-management\/supplier-analytics-for-supply-chain\" target=\"_blank\" rel=\"noopener\"><strong>Supplier Analytics<\/strong><\/a> \u2013 Tracks supplier performance, reliability, risk, and ESG standing.<\/li>\n<li><strong>Process Analytics<\/strong> \u2013 Measures efficiency across S2P cycles (PR-to-PO, invoice-to-pay, exception rates).<\/li>\n<li><strong>Contract Analytics<\/strong> \u2013 Detects deviations, renewals, and spend leakage linked to contracts.<\/li>\n<li><strong>Savings &amp; Value Analytics<\/strong> \u2013 Compares projected vs realized savings across sourcing and compliance.<\/li>\n<li><strong>Market &amp; Risk Analytics<\/strong> \u2013 Integrates external data, commodities, ESG, or geopolitical, for context.<\/li>\n<\/ul>\n<p>Each domain feeds a unified intelligence hub, allowing CPOs, category managers, and finance leaders to see procurement as a measurable system, not a process chain.<\/p>\n<p><strong>Download Whitepaper:<\/strong> <a href=\"https:\/\/www.zycus.com\/knowledge-hub\/whitepapers\/procurement-analytics-empowering-the-future-of-procurement\" target=\"_blank\" rel=\"noopener\">Optimizing Success through Advanced Procurement Analytics<\/a><\/p>\n<h2>How Modern, AI-Powered Procurement Analytics Works<\/h2>\n<h3>1. Unified Data Foundation \u2014 One Source of Truth<\/h3>\n<p>Procurement analytics begins with clean, connected data.<br \/>\nModern systems unify inputs from ERP, sourcing, contract, and P2P platforms; cleanse and normalize them; and align them with a single taxonomy (e.g., UNSPSC or Zycus iClass).<br \/>\nAI engines such as <strong>Merlin Data Enrichment<\/strong> automatically classify suppliers, fill missing fields, and deduplicate records, turning unstructured data into usable intelligence.<\/p>\n<h3>2. Spend Analytics \u2014 The Visibility Core<\/h3>\n<p>Spend analytics answers the most fundamental procurement questions:<br \/>\nWho are we buying from? What are we buying? At what price?<\/p>\n<p>Dashboards display spend by category, business unit, supplier, and region, uncovering opportunities for consolidation, compliance, or renegotiation.<br \/>\nAI-driven classification in <strong>Zycus Advanced Analytics<\/strong> improves spend visibility even across multiple ERPs and currencies.<\/p>\n<h3>3. Supplier &amp; Risk Analytics \u2014 Knowing Your Network<\/h3>\n<p>Analytics extends beyond spend into supplier performance and risk.<br \/>\nIt connects operational data (delivery, quality, responsiveness) with external signals (financial health, ESG ratings, cyber risk, location exposure).<br \/>\nThis enables segmentation, critical, tactical, transactional, and assigns risk scores that help decide where to focus governance.<br \/>\nIntegrated insights from <a href=\"https:\/\/www.zycus.com\/merlin-experience-center\/merlin-risk-radar-demo\" target=\"_blank\" rel=\"noopener\"><strong>Merlin Risk Radar<\/strong> <\/a>surface early-warning signals to prevent disruption before it hits.<\/p>\n<h3>4. Process Analytics \u2014 Measuring Efficiency<\/h3>\n<p>Every procurement activity leaves a digital footprint.<br \/>\nProcess analytics captures and interprets these footprints to measure cycle times, automation rates, and compliance.<br \/>\nKPIs such as PR-to-PO cycle time, invoice match rate, or approval delays help identify bottlenecks and prioritize automation within the P2P process.<\/p>\n<h3>5. Contract Analytics \u2014 Linking Terms to Outcomes<\/h3>\n<p>Contracts often hide leakage.<br \/>\nAnalytics bridges contract terms with transaction data, detecting deviations, missed renewals, or price drift.<br \/>\nClause-level insights (e.g., ESG or audit rights) can also be extracted and benchmarked across categories using natural language processing, a capability powered by <strong><a href=\"https:\/\/www.zycus.com\/solution\/merlin-agentic-ai-platform\" target=\"_blank\" rel=\"noopener\">Merlin AI Contract Intelligence<\/a>.<\/strong><\/p>\n<h3>F. Savings &amp; Value Analytics \u2014 Measuring Impact<\/h3>\n<p>Procurement\u2019s value is proven through realized savings, not negotiated ones.<br \/>\nThis layer tracks sourcing pipeline, forecasted vs implemented savings, and leakage post-implementation.<br \/>\nFinance teams use these insights to reconcile procurement value directly with P&amp;L outcomes.<\/p>\n<h3>G. Predictive &amp; Prescriptive Analytics \u2014 Foresight in Action<\/h3>\n<p>Once data is clean and contextual, predictive models can forecast price trends, supplier delays, or risk surges.<br \/>\nPrescriptive models then recommend next steps, re-sourcing, dual-sourcing, renegotiation, or buffer planning.<br \/>\nAI systems such as <strong>Zycus <a href=\"https:\/\/www.zycus.com\/solution\/merlin-agentic-ai-platform\" target=\"_blank\" rel=\"noopener\">Merlin Advanced Analytics<\/a><\/strong> integrate these predictions into dashboards, turning static reports into intelligent recommendations.<\/p>\n<h3>H. Closed-Loop Integration \u2014 From Insight to Action<\/h3>\n<p>The true power of analytics lies in actionability.<br \/>\nWhen insights directly connect with sourcing, P2P, and SRM systems, decisions can trigger workflows automatically, adjusting contracts, re-routing approvals, or initiating supplier reviews.<br \/>\nThis closed-loop design makes analytics operational, not ornamental.<\/p>\n<h2>Core Concepts and Components<\/h2>\n<table>\n<tbody>\n<tr>\n<td width=\"208\"><strong>Concept<\/strong><\/td>\n<td width=\"459\"><strong>Purpose<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Data Integration<\/strong><\/td>\n<td width=\"459\">Consolidates multi-system data (ERP, CRM, SRM, P2P, finance).<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Data Cleansing &amp; Enrichment<\/strong><\/td>\n<td width=\"459\">Normalizes supplier and spend records; adds missing attributes.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Taxonomy Mapping<\/strong><\/td>\n<td width=\"459\">Uses structured hierarchies like UNSPSC or custom categories.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Spend Cube<\/strong><\/td>\n<td width=\"459\">Multi-dimensional spend view (supplier \u00d7 category \u00d7 BU).<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Self-Service BI<\/strong><\/td>\n<td width=\"459\">Allows category managers to create ad-hoc dashboards.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Continuous Intelligence<\/strong><\/td>\n<td width=\"459\">Live, auto-refreshing dashboards instead of static reports.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Predictive Procurement<\/strong><\/td>\n<td width=\"459\">Forecasting demand, price, and risk through ML models.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Causal Analytics<\/strong><\/td>\n<td width=\"459\">Links cause and effect \u2014 e.g., delayed payment \u2192 supplier score drop.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Benchmarking<\/strong><\/td>\n<td width=\"459\">External comparisons for cost, cycle time, or compliance.<\/td>\n<\/tr>\n<tr>\n<td width=\"208\"><strong>Agentic AI Analytics<\/strong><\/td>\n<td width=\"459\">AI agents autonomously investigate anomalies and recommend actions.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Integration Across Source-to-Pay<\/h2>\n<p>Procurement analytics amplifies every S2P module it connects to:<\/p>\n<ul>\n<li><strong>With Sourcing:<\/strong> Identifies high-impact categories and supplier overlap.<\/li>\n<li><strong>With Contracting:<\/strong> Flags deviation, expiry, and leakage.<\/li>\n<li><strong>With P2P:<\/strong> Monitors compliance, cycle efficiency, and touchless processing.<\/li>\n<li><strong>With SRM:<\/strong> Correlates supplier performance with spend and risk exposure.<\/li>\n<li><strong>With Finance:<\/strong> Validates realized savings and aligns with working capital metrics.<\/li>\n<\/ul>\n<p>The result is a single analytical fabric that unites procurement, finance, and risk management under one data language.<\/p>\n<h2>KPIs &amp; Data (Make It Provable)<\/h2>\n<table>\n<tbody>\n<tr>\n<td width=\"124\"><strong>Dimension<\/strong><\/td>\n<td width=\"444\"><strong>Sample KPIs<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"124\"><strong>Spend<\/strong><\/td>\n<td width=\"444\">% classified spend, % under management, addressable spend ratio<\/td>\n<\/tr>\n<tr>\n<td width=\"124\"><strong>Supplier<\/strong><\/td>\n<td width=\"444\">OTIF %, risk exposure score, ESG compliance rate<\/td>\n<\/tr>\n<tr>\n<td width=\"124\"><strong>Efficiency<\/strong><\/td>\n<td width=\"444\">Report automation %, exception rate, PR-to-PO time<\/td>\n<\/tr>\n<tr>\n<td width=\"124\"><strong>Compliance<\/strong><\/td>\n<td width=\"444\">On-contract spend %, deviation rate, audit readiness<\/td>\n<\/tr>\n<tr>\n<td width=\"124\"><strong>Strategic Value<\/strong><\/td>\n<td width=\"444\">Savings realization %, forecast accuracy %, analytics ROI<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Procurement Analytics in Action (Use Cases)<\/h2>\n<ul>\n<li><strong>Spend Consolidation:<\/strong> Identify duplicate suppliers and pool volume for leverage.<\/li>\n<li><strong><a href=\"https:\/\/www.zycus.com\/glossary\/what-is-supplier-risk-mitigation\" target=\"_blank\" rel=\"noopener\">Risk Mitigation<\/a>:<\/strong> Predict supplier or geopolitical disruption before it occurs.<\/li>\n<li><strong><a href=\"https:\/\/www.zycus.com\/glossary\/what-is-esg-in-procurement\" target=\"_blank\" rel=\"noopener\">ESG Compliance<\/a>:<\/strong> Track sustainability and human-rights metrics across tiers.<\/li>\n<li><strong>Savings Realization:<\/strong> Measure post-sourcing compliance and leakage.<\/li>\n<li><strong>Category Strategy:<\/strong> Correlate market indices with internal spend to guide negotiation timing.<\/li>\n<\/ul>\n<p><strong>Explore <a href=\"https:\/\/www.zycus.com\/solution\/merlin-agentic-ai-platform\/agentic-ai-for-procurement-analytics\" target=\"_blank\" rel=\"noopener\">Agentic AI for Meaningful Procurement Analytics<\/a><\/strong><\/p>\n<h2>Key Terms in Procurement Analytics<\/h2>\n<ul>\n<li><strong><a href=\"https:\/\/www.zycus.com\/glossary\/what-is-spend-analytics\" target=\"_blank\" rel=\"noopener\">Spend Analytics<\/a>:<\/strong> The process of classifying and analyzing spend data to uncover savings opportunities, supplier consolidation potential, and compliance gaps.<\/li>\n<li><strong><a href=\"https:\/\/www.zycus.com\/glossary\/what-is-supplier-portal-analytics\" target=\"_blank\" rel=\"noopener\">Supplier Analytics<\/a>:<\/strong> Tracks supplier performance, reliability, and risk by integrating internal KPIs with external signals such as ESG ratings or financial health.<\/li>\n<li><strong>Contract Analytics:<\/strong> Uses AI to extract and analyze contract data \u2014 monitoring renewals, compliance, and price deviations linked to spend and performance.<\/li>\n<li><strong>Process Analytics:<\/strong> Measures the efficiency of procurement workflows (e.g., PR-to-PO cycle time, invoice exceptions) to identify bottlenecks and automation opportunities.<\/li>\n<li><strong><a href=\"https:\/\/www.zycus.com\/glossary\/what-is-predictive-analytics\" target=\"_blank\" rel=\"noopener\">Predictive &amp; Prescriptive Analytics<\/a>:<\/strong> Leverages AI and machine learning to forecast risks or price changes (predictive) and recommend the best corrective actions (prescriptive).<\/li>\n<li><strong><a href=\"https:\/\/www.zycus.com\/glossary\/what-is-spend-cube\" target=\"_blank\" rel=\"noopener\">Spend Cube<\/a>:<\/strong> A multidimensional visualization of spend (by supplier, category, and business unit) that enables deep insights into cost and sourcing patterns.<\/li>\n<\/ul>\n<h2>FAQs<\/h2>\n<p><strong>Q1. What is procurement analytics?<\/strong><br \/>\nIt uses data and intelligence to track, measure, and improve procurement performance \u2014 turning spend, supplier, and contract information into actionable insights.<\/p>\n<p><strong>Q2. What is the difference between spend analysis and procurement analytics?<\/strong><br \/>\nSpend analysis focuses on classifying and visualizing spend data, while procurement analytics goes further \u2014 combining spend, supplier, contract, and process metrics to reveal trends, risks, and opportunities.<\/p>\n<p><strong>Q3. What are the best analytics tools for procurement?<\/strong><br \/>\nAdvanced tools like <strong>Zycus Merlin AI and Advanced Analytics Suite<\/strong> unify spend, supplier, and risk data, delivering predictive insights and real-time dashboards that guide better sourcing and spend decisions.<\/p>\n<h2>References<\/h2>\n<p>For further insights into these processes, explore Zycus&#8217; dedicated resources related to Procurement Analytics:<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><a href=\"https:\/\/www.zycus.com\/blog\/spend-analysis\/procurement-analytics-empowering-the-future-of-procurement\" target=\"_blank\" rel=\"noopener\">Procurement Analytics- Empowering the Future of Procurement<\/a><\/li>\n<li><a href=\"https:\/\/www.zycus.com\/knowledge-hub\/whitepapers\/procurement-analytics-empowering-the-future-of-procurement\" target=\"_blank\" rel=\"noopener\">Optimizing Success through Advanced Procurement Analytics<\/a><\/li>\n<li><a href=\"https:\/\/www.zycus.com\/blog\/spend-analysis\/common-mistakes-to-avoid-when-implementing-spend-analysis-technology\" target=\"_blank\" rel=\"noopener\">Common Mistakes to Avoid When Implementing Spend Analysis Technology<\/a><\/li>\n<li><a href=\"https:\/\/www.zycus.com\/knowledge-hub\/whitepapers\/best-practices-driving-procure-to-pay-efficiency\" target=\"_blank\" rel=\"noopener\">Best Practices Driving Procure-to-Pay Efficiency<\/a><\/li>\n<li><a href=\"https:\/\/www.zycus.com\/blog\/procurement-technology\/ai-analytics-in-procurement-europe\" target=\"_blank\" rel=\"noopener\">AI Analytics in Procurement: How European CPOs Can Achieve 2026 Readiness<\/a><\/li>\n<li><a href=\"https:\/\/www.zycus.com\/blog\/spend-analysis\/ways-spend-analytics-can-save-your-business-money\" target=\"_blank\" rel=\"noopener\">Ways Spend Analytics Can Save Your Business Money<\/a><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Procurement Analytics is the discipline of transforming procurement data into actionable intelligence. It brings together information from across the Source-to-Pay (S2P) ecosystem, requisitions, purchase orders, invoices, contracts, and supplier records, to provide a unified view of spend, performance, compliance, and risk. In practice, it\u2019s not a single module but a connected capability that helps procurement [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[3],"tags":[],"class_list":["post-110448","post","type-post","status-publish","format-standard","hentry","category-glossary"],"acf":[],"_links":{"self":[{"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/posts\/110448","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/comments?post=110448"}],"version-history":[{"count":6,"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/posts\/110448\/revisions"}],"predecessor-version":[{"id":114707,"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/posts\/110448\/revisions\/114707"}],"wp:attachment":[{"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/media?parent=110448"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/categories?post=110448"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staging.zycus.com\/glossary\/wp-json\/wp\/v2\/tags?post=110448"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}