{"id":227763,"date":"2025-07-23T10:50:04","date_gmt":"2025-07-23T10:50:04","guid":{"rendered":"https:\/\/staging.zycus.com\/?p=227763"},"modified":"2025-08-25T13:18:46","modified_gmt":"2025-08-25T13:18:46","slug":"autonomous-tail-spend-management","status":"publish","type":"post","link":"https:\/\/dev.zycus.com\/freshz\/blog\/autonomous-negotiation-agents\/autonomous-tail-spend-management","title":{"rendered":"The Hidden Cost of Tail Spend: Why Manual Negotiation Doesn&#8217;t Scale"},"content":{"rendered":"<p>Every procurement leader knows this frustration: 80% of your team&#8217;s time goes to the 20% of spend that delivers the least strategic value. This is the <strong>&#8220;tail spend challenge&#8221;, <\/strong>a problem that has challenged procurement teams for years. While you&#8217;re managing thousands of low-value transactions, your competitors are gaining advantages through strategic initiatives you can&#8217;t pursue because your team is buried in tactical activities.<\/p>\n<h2>TL;DR<\/h2>\n<ul>\n<li>Manual tail spend management consumes up to 80% of procurement teams\u2019 time while delivering only 20% of spend value.<\/li>\n<li>Hidden costs include higher prices, compliance risks, supplier proliferation, and lost opportunities for strategic initiatives.<\/li>\n<li>Autonomous tail spend management uses AI to automate supplier discovery, negotiations, and compliance, reducing costs and freeing resources.<\/li>\n<li>Organizations adopting this approach report 3\u20137% cost savings, 50% faster cycles, and 75% less manual effort.<\/li>\n<li>Moving to autonomous solutions transforms procurement into a strategic value driver, ready for future business challenges.<\/li>\n<\/ul>\n<h2>Understanding the Tail Spend Challenge<\/h2>\n<h3>The Pareto Principle in Procurement<\/h3>\n<p>In tail spend, 20% of suppliers account for 80% of overall spend, following the Pareto principle. Up to 80% of the total transactions can be found in the remaining long tail. This creates a resource allocation nightmare where procurement teams spend disproportionate effort on activities that yield minimal strategic value.<\/p>\n<h3>The Hidden Costs of Manual Management<\/h3>\n<p><strong>Resource Drain:<\/strong> The true cost of manual <a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/spend-management\/navigating-efficiency-with-tail-spend-management-solutions\">tail spend management<\/a> extends far beyond the transactions themselves:<\/p>\n<ul>\n<li><strong>Opportunity cost<\/strong> of strategic initiatives delayed or abandoned<\/li>\n<li><strong>Administrative burden<\/strong> of managing numerous small suppliers<\/li>\n<li><strong>Compliance risks<\/strong> from inconsistent policy enforcement<\/li>\n<li><strong>Process inefficiencies<\/strong> from repetitive, low-value activities<\/li>\n<\/ul>\n<p><strong>Quality Degradation:<\/strong> Manual processes inevitably lead to:<\/p>\n<ul>\n<li><strong>Inconsistent negotiations<\/strong> based on individual skill levels<\/li>\n<li><strong>Incomplete market intelligence<\/strong> due to time constraints<\/li>\n<li><strong>Missed savings opportunities<\/strong> from rushed decision-making<\/li>\n<li><strong>Supplier relationship strain<\/strong> from inconsistent interactions<\/li>\n<\/ul>\n<p><strong>Download Whitepaper:<\/strong> <a href=\"https:\/\/dev.zycus.com\/freshz\/knowledge-hub\/whitepapers\/tail-spend-optimization-through-genai-automation\">Tail Spend Optimization through GenAI Automation<\/a><\/p>\n<h2>The Scaling Problem: Why Traditional Approaches Fail<\/h2>\n<h3>Volume vs. Value Mismatch<\/h3>\n<p>The general rule is that up to 80% of procurement transactions (in volume) are often dedicated to managing tail spend, which makes up only 20% of total spend (in value). This fundamental mismatch creates several scaling challenges:<\/p>\n<p><strong>Human Limitations<\/strong><\/p>\n<ul>\n<li><strong>Mental burden<\/strong> from managing multiple simultaneous negotiations<\/li>\n<li><strong>Fatigue effects<\/strong> that reduce negotiation effectiveness over time<\/li>\n<li><strong>Inconsistent application<\/strong> of procurement policies and procedures<\/li>\n<li><strong>Limited bandwidth<\/strong> for strategic thinking and relationship building<\/li>\n<\/ul>\n<p><strong>Process Constraints<\/strong><\/p>\n<ul>\n<li><strong>Sequential processing<\/strong> that creates bottlenecks<\/li>\n<li><strong>Manual data entry<\/strong> that introduces errors and delays<\/li>\n<li><strong>Disconnected systems<\/strong> that prevent holistic visibility<\/li>\n<li><strong>Ad-hoc decision making<\/strong> that lacks systematic approach<\/li>\n<\/ul>\n<p><strong>Listen to Podcast:<\/strong> <a href=\"https:\/\/dev.zycus.com\/freshz\/knowledge-hub\/podcast\/ai-agents-for-tail-spend-management\">From Neglected to Negotiated: How Agents Captures More than $50M in Tail Spend<\/a><\/p>\n<h3>The Maverick Spending Problem<\/h3>\n<p>Distributed small purchases often violate policies and preferred suppliers, increasing costs and risk. Manual processes create conditions where maverick spending thrives:<\/p>\n<h4>Enforcement Gaps<\/h4>\n<ul>\n<li><strong>Inconsistent policy application<\/strong> across different buyers<\/li>\n<li><strong>Lack of real-time visibility<\/strong> into spending patterns<\/li>\n<li><strong>Weak approval controls<\/strong> that are easily bypassed<\/li>\n<li><strong>Inadequate supplier management<\/strong> leading to proliferation<\/li>\n<\/ul>\n<h4>Cultural Challenges<\/h4>\n<ul>\n<li><strong>Convenience over compliance<\/strong> when manual processes are cumbersome<\/li>\n<li><strong>Lack of awareness<\/strong> about preferred suppliers and contracts<\/li>\n<li><strong>Resistance to change<\/strong> from established informal processes<\/li>\n<li><strong>Insufficient training<\/strong> on proper procurement procedures<\/li>\n<\/ul>\n<p><strong>Download Whitepaper:<\/strong> <a href=\"https:\/\/dev.zycus.com\/freshz\/knowledge-hub\/whitepapers\/tail-spend-automation-ai\">Outsmart Tail Spend: AI Agents for 3\u00d7 Savings\u00a0<\/a><\/p>\n<h2>The True Cost of Inaction<\/h2>\n<h3>Quantifying the Hidden Costs<\/h3>\n<p>Research from leading procurement analysts reveals the true cost of manual tail spend management:<\/p>\n<h4>Direct Financial Impact<\/h4>\n<ul>\n<li><strong>3-7% higher costs<\/strong> due to missed volume discounts<\/li>\n<li><strong>15-25% procurement overhead<\/strong> for tail spend management<\/li>\n<li><strong>5-15% maverick spending<\/strong> leakage from policy non-compliance<\/li>\n<li><strong>2-5% additional costs<\/strong> from supplier proliferation<\/li>\n<\/ul>\n<h4>Indirect Strategic Costs<\/h4>\n<ul>\n<li><strong>40-60% of procurement FTE time<\/strong> spent on tactical activities<\/li>\n<li><strong>Delayed strategic initiatives<\/strong> costing 10-20% potential value<\/li>\n<li><strong>Reduced supplier innovation<\/strong> due to transactional relationships<\/li>\n<li><strong>Increased compliance risks<\/strong> from inconsistent processes<\/li>\n<\/ul>\n<h2>The Competitive Disadvantage<\/h2>\n<p>Organizations that fail to address tail spend management face:<\/p>\n<h3>Market Responsiveness<\/h3>\n<ul>\n<li><strong>Slower adaptation<\/strong> to market changes and opportunities<\/li>\n<li><strong>Reduced agility<\/strong> in responding to competitive threats<\/li>\n<li><strong>Limited capacity<\/strong> for <a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/supplier-management\/optimizing-supply-chain-operations-with-strategic-supplier-management\">strategic supplier<\/a> partnerships<\/li>\n<li><strong>Delayed innovation<\/strong> due to resource constraints<\/li>\n<\/ul>\n<h3>Organizational Impact<\/h3>\n<ul>\n<li><strong>Reduced employee satisfaction<\/strong> from repetitive work<\/li>\n<li><strong>Higher turnover<\/strong> in procurement roles<\/li>\n<li><strong>Missed professional development<\/strong> opportunities<\/li>\n<li><strong>Weakened business partnerships<\/strong> due to tactical focus<\/li>\n<\/ul>\n<h2>The Autonomous Sourcing Solution<\/h2>\n<h3>Intelligent Automation for Tail Spend<\/h3>\n<p><a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/intake-management\/smart-ai-procurement-intake-tools\">AI automation can unlock significant savings in tail spend<\/a>\u2014small purchases that often escape procurement&#8217;s radar. By automating tail spend processes, multi-agent AI procurement tools help procurement capture value from these smaller transactions.<\/p>\n<h3>Key Capabilities<\/h3>\n<ul>\n<li><strong>Automated supplier discovery<\/strong> and evaluation<\/li>\n<li><strong>Intelligent negotiation<\/strong> within predefined parameters<\/li>\n<li><strong>Real-time policy enforcement<\/strong> and compliance monitoring<\/li>\n<li><strong>Dynamic pricing optimization<\/strong> based on market conditions<\/li>\n<\/ul>\n<h3>The Integrated Approach<\/h3>\n<p>Unlike point solutions that create additional silos, <a href=\"https:\/\/dev.zycus.com\/freshz\/solution\/source-to-pay\">integrated autonomous sourcing<\/a>:<\/p>\n<h3>Unified Data Management<\/h3>\n<ul>\n<li><strong>Single source of truth<\/strong> for all procurement data<\/li>\n<li><strong>Real-time visibility<\/strong> across all categories and suppliers<\/li>\n<li><strong>Automated data quality<\/strong> management and cleansing<\/li>\n<li><strong>Comprehensive reporting<\/strong> and analytics capabilities<\/li>\n<\/ul>\n<h3>Seamless Process Integration<\/h3>\n<ul>\n<li><strong>Native ERP connectivity<\/strong> for financial and operational alignment<\/li>\n<li><strong>Automated workflow orchestration<\/strong> across all procurement activities<\/li>\n<li><strong>Intelligent escalation<\/strong> for exception handling<\/li>\n<li><strong>Continuous learning<\/strong> and process improvement<strong style=\"font-size: 16px;\">\u00a0<\/strong><\/li>\n<\/ul>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-227811 aligncenter\" src=\"https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/Implementation-Strategy-for-Tail-spend-automation.webp\" alt=\"Implementation strategy for tail spend automation\" width=\"516\" height=\"775\" srcset=\"https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/Implementation-Strategy-for-Tail-spend-automation.webp 1024w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/Implementation-Strategy-for-Tail-spend-automation-200x300.webp 200w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/Implementation-Strategy-for-Tail-spend-automation-683x1024.webp 683w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/Implementation-Strategy-for-Tail-spend-automation-768x1152.webp 768w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/Implementation-Strategy-for-Tail-spend-automation-150x225.webp 150w\" sizes=\"(max-width: 516px) 100vw, 516px\" \/><\/p>\n<h2>Measuring Success: KPIs for Autonomous Tail Spend<\/h2>\n<h3>Financial Metrics<\/h3>\n<h4>Cost Savings<\/h4>\n<ul>\n<li><strong>Negotiated savings<\/strong> vs. baseline pricing<\/li>\n<li><strong>Process cost reduction<\/strong> from automation<\/li>\n<li><strong>Compliance improvement<\/strong> impact on spend<\/li>\n<li><strong>Supplier consolidation<\/strong> benefits<\/li>\n<\/ul>\n<h4>Efficiency Gains<\/h4>\n<ul>\n<li><strong>Cycle time reduction<\/strong> for sourcing activities<\/li>\n<li><strong>Manual effort decrease<\/strong> in procurement team<\/li>\n<li><strong>Error rate reduction<\/strong> in processing<\/li>\n<li><strong>Supplier response time<\/strong> improvement<\/li>\n<\/ul>\n<h3>Strategic Metrics<\/h3>\n<h4>Resource Reallocation<\/h4>\n<ul>\n<li><strong>Strategic project time<\/strong> increase<\/li>\n<li><strong>Supplier relationship quality<\/strong> improvement<\/li>\n<li><strong>Innovation initiative<\/strong> participation<\/li>\n<li><strong>Business partnership<\/strong> effectiveness<\/li>\n<\/ul>\n<h4>Organizational Impact<\/h4>\n<ul>\n<li><strong>Employee satisfaction<\/strong> in procurement roles<\/li>\n<li><strong>Skill development<\/strong> and career advancement<\/li>\n<li><strong>Cross-functional collaboration<\/strong> enhancement<\/li>\n<li><strong>Business value creation<\/strong> contributions<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"wp-image-227812 aligncenter\" src=\"https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/real-world-application-for-autonomous-tail-spend-management.webp\" alt=\"real world application for autonomous tail spend management\" width=\"472\" height=\"708\" srcset=\"https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/real-world-application-for-autonomous-tail-spend-management.webp 1024w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/real-world-application-for-autonomous-tail-spend-management-200x300.webp 200w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/real-world-application-for-autonomous-tail-spend-management-683x1024.webp 683w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/real-world-application-for-autonomous-tail-spend-management-768x1152.webp 768w, https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/07\/real-world-application-for-autonomous-tail-spend-management-150x225.webp 150w\" sizes=\"(max-width: 472px) 100vw, 472px\" \/><\/p>\n<h2>The Path Forward<\/h2>\n<h3>Building the Business Case<\/h3>\n<p>To secure leadership support for autonomous tail spend management:<\/p>\n<h3>Quantitative Justification<\/h3>\n<ul>\n<li><strong>ROI calculations<\/strong> based on pilot results<\/li>\n<li><strong>Cost-benefit analysis<\/strong> over 3-5 year horizon<\/li>\n<li><strong>Risk mitigation<\/strong> value quantification<\/li>\n<li><strong>Competitive advantage<\/strong> assessment<\/li>\n<\/ul>\n<h3>Qualitative Benefits<\/h3>\n<ul>\n<li><strong>Strategic capability<\/strong> development<\/li>\n<li><strong>Organizational transformation<\/strong> potential<\/li>\n<li><strong>Employee engagement<\/strong> improvement<\/li>\n<li><strong>Future readiness<\/strong> for market changes<\/li>\n<\/ul>\n<h3>Success Factors<\/h3>\n<h4>Leadership Commitment<\/h4>\n<ul>\n<li><strong>Executive sponsorship<\/strong> for transformation initiative<\/li>\n<li><strong>Change management<\/strong> support and resources<\/li>\n<li><strong>Investment allocation<\/strong> for technology and training<\/li>\n<li><strong>Performance measurement<\/strong> and accountability<\/li>\n<\/ul>\n<h4><strong>Organizational Readiness<\/strong><\/h4>\n<ul>\n<li><strong>Process standardization<\/strong> across business units<\/li>\n<li><strong>Data quality<\/strong> improvement initiatives<\/li>\n<li><strong>Skill development<\/strong> programs for procurement team<\/li>\n<li><strong>Technology infrastructure<\/strong> modernization<\/li>\n<\/ul>\n<h3>Common Implementation Challenges<\/h3>\n<h4>Data Quality and Standardization<\/h4>\n<p><strong>Challenge<\/strong>: Inconsistent data across systems prevents effective automation.<\/p>\n<p><strong>Solution<\/strong>: Comprehensive data governance and cleansing before automation deployment<\/p>\n<h4>User Adoption and Change Management<\/h4>\n<p><strong>Challenge<\/strong>: Resistance to new processes and technology<\/p>\n<p><strong>Solution<\/strong>: Comprehensive training programs and gradual implementation with quick wins<\/p>\n<h4>Integration Complexity<\/h4>\n<p><strong>Challenge<\/strong>: Connecting autonomous systems with existing technology<\/p>\n<p><strong>Solution<\/strong>: Platform-based approach with native integration capabilities<\/p>\n<h2>Conclusion<\/h2>\n<p>The hidden costs of manual tail spend management represent one of the largest untapped opportunities in procurement. Organizations that continue to rely on traditional approaches will find themselves at an increasing disadvantage as competitors leverage autonomous sourcing to free up resources for strategic initiatives.<\/p>\n<p>The transformation from manual to autonomous tail spend management isn&#8217;t just about efficiency, it&#8217;s about fundamentally reimagining the role of procurement in driving business value. The question isn&#8217;t whether to automate tail spend management, but how quickly you can implement an integrated solution that delivers sustainable competitive advantage.<\/p>\n<p><a href=\"https:\/\/dev.zycus.com\/freshz\/glossary\/what-is-sourcing-automation\">Learn more about building your sourcing automation strategy<\/a> and discover how leading organizations are transforming their tail spend management through intelligent automation.<\/p>\n<p><strong>Related Reads:<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/intake-management\/smart-ai-procurement-intake-tools\">Smart AI Procurement Intake Tools for Success<\/a><\/li>\n<li><a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/ai-agents\/guide-to-ai-agents-in-procurement\">AI Agents in Procurement: A Comprehensive Guide<\/a><\/li>\n<li><a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/autonomous-negotiation-agents\/what-is-autonomous-sourcing-and-why-every-cpo-should-care\">What Is Autonomous Sourcing? And Why Every CPO Should Care Now<\/a><\/li>\n<li><a href=\"https:\/\/dev.zycus.com\/freshz\/blog\/autonomous-negotiation-agents\/intelligent-intake-for-autonomous-negotiation\">Intelligent Intake Is the Gateway to Autonomous Negotiation<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Every procurement leader knows this frustration: 80% of your team&#8217;s time goes to the 20% of spend that delivers the least strategic value. This is the &#8220;tail spend challenge&#8221;, a problem that has challenged procurement teams for years. While you&#8217;re managing thousands of low-value transactions, your competitors are gaining advantages through strategic initiatives you can&#8217;t [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":227770,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"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":"","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":[2459],"tags":[],"ppma_author":[170],"class_list":["post-227763","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-autonomous-negotiation-agents"],"acf":[],"authors":[{"term_id":170,"user_id":0,"is_guest":1,"slug":"zycus-inc","display_name":"Zycus","avatar_url":{"url":"https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/02\/zycus-author.png","url2x":"https:\/\/dev.zycus.com\/freshz\/wp-content\/uploads\/2025\/02\/zycus-author.png"},"author_category":"0","last_name":"Agentic Procurement Platform","first_name":"Zycus","job_title":"","user_url":"https:\/\/dev.zycus.com\/freshz","description":"Zycus is an Agentic Procurement Platform that is redefining procurement from Source-to-Pay to Intake-to-Outcomes. Its unified platform combines native Intake, agentic AI, and an end-to-end S2P core to help enterprises drive real procurement outcomes \u2014 not just transactions. Recognized by Gartner, Forrester, IDC, and customers worldwide, Zycus is shaping the next generation of procurement with the Merlin Agentic AI Platform."}],"_links":{"self":[{"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/posts\/227763","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/comments?post=227763"}],"version-history":[{"count":0,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/posts\/227763\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/media\/227770"}],"wp:attachment":[{"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/media?parent=227763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/categories?post=227763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/tags?post=227763"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/dev.zycus.com\/freshz\/wp-json\/wp\/v2\/ppma_author?post=227763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}