{"id":3472,"date":"2026-01-22T06:19:11","date_gmt":"2026-01-22T06:19:11","guid":{"rendered":"https:\/\/yodaplus.com\/blog\/?p=3472"},"modified":"2026-01-22T06:19:11","modified_gmt":"2026-01-22T06:19:11","slug":"where-should-humans-stay-in-procurement-decisions","status":"publish","type":"post","link":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/","title":{"rendered":"Where Should Humans Stay in Procurement Decisions?"},"content":{"rendered":"<p data-start=\"318\" data-end=\"472\"><a href=\"https:\/\/bit.ly\/4sMhOAp\">Procurement automation<\/a> has come a long way. Purchase orders are created faster. Invoices are matched automatically. Approvals move without endless emails.<\/p>\n<p data-start=\"474\" data-end=\"598\">With all this progress, a natural question comes up. If systems can handle so much, where should humans still stay involved?<\/p>\n<p data-start=\"600\" data-end=\"796\">The short answer is this. Humans should stay where judgment, context, and accountability matter. Automation should handle consistency and scale. People should handle decisions that shape outcomes.<\/p>\n<h3 data-start=\"798\" data-end=\"849\">Automation is good at rules, not responsibility<\/h3>\n<p data-start=\"851\" data-end=\"894\">Automation works best when rules are clear.<\/p>\n<p data-start=\"896\" data-end=\"1006\">If prices match, approve. If quantities align with GRN, move forward. If a supplier is approved, allow the PO.<\/p>\n<p data-start=\"1008\" data-end=\"1077\">These are repeatable checks. They should not require human attention.<\/p>\n<p data-start=\"1079\" data-end=\"1210\">But <a href=\"https:\/\/bit.ly\/4qv6NSj\">procurement<\/a> is not only about rules. It is about trade-offs. Cost versus reliability. Speed versus risk. Policy versus reality.<\/p>\n<p data-start=\"1212\" data-end=\"1272\">Responsibility for these trade-offs should stay with people.<\/p>\n<h3 data-start=\"1274\" data-end=\"1323\">Supplier selection still needs human judgment<\/h3>\n<p data-start=\"1325\" data-end=\"1449\">Systems can score suppliers based on delivery performance, invoice accuracy, and contract compliance. That data is valuable.<\/p>\n<p data-start=\"1451\" data-end=\"1510\">What systems cannot fully understand is intent and context.<\/p>\n<p data-start=\"1512\" data-end=\"1672\">A supplier may underperform because of a temporary disruption. Another may perform well but pose long-term risk. A strategic supplier may be worth extra effort.<\/p>\n<p data-start=\"1674\" data-end=\"1800\">Humans are needed to interpret patterns, not just react to them. Supplier selection is about relationships as much as metrics.<\/p>\n<h3 data-start=\"1802\" data-end=\"1852\">Contract negotiations cannot be automated away<\/h3>\n<p data-start=\"1854\" data-end=\"1973\">Automation can highlight pricing leaks and missed discounts. It can compare invoices against contracts and flag issues.<\/p>\n<p data-start=\"1975\" data-end=\"2013\">But negotiating terms is a human task.<\/p>\n<p data-start=\"2015\" data-end=\"2149\">Negotiations involve timing, leverage, trust, and long-term plans. These are not just numbers. They are conversations and commitments.<\/p>\n<p data-start=\"2151\" data-end=\"2251\">Humans should stay responsible for deciding when to push, when to compromise, and when to walk away.<\/p>\n<h3 data-start=\"2253\" data-end=\"2305\">Exception decisions need context, not just logic<\/h3>\n<p data-start=\"2307\" data-end=\"2356\">Exceptions are where procurement decisions becomes complex.<\/p>\n<p data-start=\"2358\" data-end=\"2503\">A price mismatch might be acceptable in one case and unacceptable in another. A delayed delivery might be critical today and manageable tomorrow.<\/p>\n<p data-start=\"2505\" data-end=\"2606\">Automation can flag exceptions. It can group similar cases. It can suggest outcomes based on history.<\/p>\n<p data-start=\"2608\" data-end=\"2743\">The final decision should still be human. Someone must own the impact of that decision on cost, operations, and supplier relationships.<\/p>\n<h3 data-start=\"2745\" data-end=\"2789\">Budget trade-offs require accountability<\/h3>\n<p data-start=\"2791\" data-end=\"2872\">Automation can enforce budget limits. It can block overspend and route approvals.<\/p>\n<p data-start=\"2874\" data-end=\"2935\">What it cannot do is take responsibility for business impact.<\/p>\n<p data-start=\"2937\" data-end=\"3057\">Sometimes budgets must be stretched to keep production running. Sometimes spending less creates larger downstream costs.<\/p>\n<p data-start=\"3059\" data-end=\"3171\">These decisions require accountability. Humans should remain in control of budget exceptions and prioritization.<\/p>\n<h3 data-start=\"3173\" data-end=\"3216\">Policy interpretation needs flexibility<\/h3>\n<p data-start=\"3218\" data-end=\"3300\">Procurement policies are written to guide behavior, not to handle every edge case.<\/p>\n<p data-start=\"3302\" data-end=\"3433\">Automation enforces policies consistently, which is good. But strict enforcement without interpretation can slow down the business.<\/p>\n<p data-start=\"3435\" data-end=\"3570\">Humans should decide when a policy exception makes sense and when it does not. This keeps procurement decisions aligned with real business needs.<\/p>\n<h3 data-start=\"3572\" data-end=\"3621\">Relationship management stays human by nature<\/h3>\n<p data-start=\"3623\" data-end=\"3666\">Suppliers are not systems. They are people.<\/p>\n<p data-start=\"3668\" data-end=\"3786\">Handling disputes, addressing performance issues, and building long-term partnerships require communication and trust.<\/p>\n<p data-start=\"3788\" data-end=\"3849\">Automation can provide facts. It cannot replace conversation.<\/p>\n<p data-start=\"3851\" data-end=\"3922\">Procurement teams should stay involved where relationships matter most.<\/p>\n<h3 data-start=\"3924\" data-end=\"3960\">What automation should fully own<\/h3>\n<p data-start=\"3962\" data-end=\"4016\">To be clear, humans should not be involved everywhere.<\/p>\n<p data-start=\"4018\" data-end=\"4150\">Automation should fully own routine tasks. Purchase order creation. Invoice matching. Data validation. Document handling. Reporting.<\/p>\n<p data-start=\"4152\" data-end=\"4210\">When humans spend time on these tasks, they are underused.<\/p>\n<p data-start=\"4212\" data-end=\"4324\">The goal is not to protect human involvement everywhere. It is to protect human involvement where it adds value.<\/p>\n<h3 data-start=\"4326\" data-end=\"4361\">The balance that actually works<\/h3>\n<p data-start=\"4363\" data-end=\"4480\">The best procurement teams do not ask how much they can automate. They ask where automation helps and where it hurts.<\/p>\n<p data-start=\"4482\" data-end=\"4603\">They let systems handle scale and consistency. They keep humans where judgment, accountability, and relationships matter.<\/p>\n<p data-start=\"4605\" data-end=\"4675\">This balance creates trust in automation rather than resistance to it.<\/p>\n<h3 data-start=\"4677\" data-end=\"4691\">Conclusion<\/h3>\n<p data-start=\"4693\" data-end=\"4798\">Procurement decisions shape cost, risk, and supplier relationships. Not all of these should be automated.<\/p>\n<p data-start=\"4800\" data-end=\"4971\">Humans should stay involved in supplier selection, negotiations, exception handling, and strategic trade-offs. Automation should support these decisions, not replace them.<\/p>\n<p data-start=\"4973\" data-end=\"5119\"><a href=\"https:\/\/bit.ly\/4eHaCP9\">Yodaplus Automation Services<\/a> helps organizations design procurement automation that strengthens human decision-making instead of pushing it aside.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Procurement automation has come a long way. Purchase orders are created faster. Invoices are matched automatically. Approvals move without endless emails. With all this progress, a natural question comes up. If systems can handle so much, where should humans still stay involved? The short answer is this. Humans should stay where judgment, context, and accountability [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3473,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86,49,77,88],"tags":[],"class_list":["post-3472","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agentic-ai","category-artificial-intelligence","category-supply-chain-technology","category-workflow-automation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Where Should Humans Stay in Procurement Decisions? | Yodaplus Technologies<\/title>\n<meta name=\"description\" content=\"Humans should stay in procurement decisions where judgment, accountability, and supplier relationships matter most, while automation handles routine work.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Where Should Humans Stay in Procurement Decisions? | Yodaplus Technologies\" \/>\n<meta property=\"og:description\" content=\"Humans should stay in procurement decisions where judgment, accountability, and supplier relationships matter most, while automation handles routine work.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\" \/>\n<meta property=\"og:site_name\" content=\"Yodaplus Technologies\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/m.facebook.com\/yodaplustech\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-22T06:19:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1081\" \/>\n\t<meta property=\"og:image:height\" content=\"722\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Yodaplus\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@yodaplustech\" \/>\n<meta name=\"twitter:site\" content=\"@yodaplustech\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Yodaplus\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\"},\"author\":{\"name\":\"Yodaplus\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a\"},\"headline\":\"Where Should Humans Stay in Procurement Decisions?\",\"datePublished\":\"2026-01-22T06:19:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\"},\"wordCount\":685,\"publisher\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png\",\"articleSection\":[\"Agentic AI\",\"Artificial Intelligence\",\"Supply Chain Technology\",\"Workflow Automation\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\",\"url\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\",\"name\":\"Where Should Humans Stay in Procurement Decisions? | Yodaplus Technologies\",\"isPartOf\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png\",\"datePublished\":\"2026-01-22T06:19:11+00:00\",\"description\":\"Humans should stay in procurement decisions where judgment, accountability, and supplier relationships matter most, while automation handles routine work.\",\"breadcrumb\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage\",\"url\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png\",\"contentUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png\",\"width\":1081,\"height\":722,\"caption\":\"Where Should Humans Stay in Procurement Decisions\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/yodaplus.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Where Should Humans Stay in Procurement Decisions?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#website\",\"url\":\"https:\/\/yodaplus.com\/blog\/\",\"name\":\"Yodaplus Technologies\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/yodaplus.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#organization\",\"name\":\"Yodaplus Technologies Private Limited\",\"url\":\"https:\/\/yodaplus.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png\",\"contentUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png\",\"width\":500,\"height\":500,\"caption\":\"Yodaplus Technologies Private Limited\"},\"image\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/m.facebook.com\/yodaplustech\/\",\"https:\/\/x.com\/yodaplustech\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a\",\"name\":\"Yodaplus\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g\",\"caption\":\"Yodaplus\"},\"sameAs\":[\"https:\/\/yodaplus.com\/blog\"],\"url\":\"https:\/\/yodaplus.com\/blog\/author\/admin_yoda\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Where Should Humans Stay in Procurement Decisions? | Yodaplus Technologies","description":"Humans should stay in procurement decisions where judgment, accountability, and supplier relationships matter most, while automation handles routine work.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/","og_locale":"en_US","og_type":"article","og_title":"Where Should Humans Stay in Procurement Decisions? | Yodaplus Technologies","og_description":"Humans should stay in procurement decisions where judgment, accountability, and supplier relationships matter most, while automation handles routine work.","og_url":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/","og_site_name":"Yodaplus Technologies","article_publisher":"https:\/\/m.facebook.com\/yodaplustech\/","article_published_time":"2026-01-22T06:19:11+00:00","og_image":[{"width":1081,"height":722,"url":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png","type":"image\/png"}],"author":"Yodaplus","twitter_card":"summary_large_image","twitter_creator":"@yodaplustech","twitter_site":"@yodaplustech","twitter_misc":{"Written by":"Yodaplus","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#article","isPartOf":{"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/"},"author":{"name":"Yodaplus","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a"},"headline":"Where Should Humans Stay in Procurement Decisions?","datePublished":"2026-01-22T06:19:11+00:00","mainEntityOfPage":{"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/"},"wordCount":685,"publisher":{"@id":"https:\/\/yodaplus.com\/blog\/#organization"},"image":{"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png","articleSection":["Agentic AI","Artificial Intelligence","Supply Chain Technology","Workflow Automation"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/","url":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/","name":"Where Should Humans Stay in Procurement Decisions? | Yodaplus Technologies","isPartOf":{"@id":"https:\/\/yodaplus.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage"},"image":{"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png","datePublished":"2026-01-22T06:19:11+00:00","description":"Humans should stay in procurement decisions where judgment, accountability, and supplier relationships matter most, while automation handles routine work.","breadcrumb":{"@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#primaryimage","url":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png","contentUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2026\/01\/Where-Should-Humans-Stay-in-Procurement-Decisions.png","width":1081,"height":722,"caption":"Where Should Humans Stay in Procurement Decisions"},{"@type":"BreadcrumbList","@id":"https:\/\/yodaplus.com\/blog\/where-should-humans-stay-in-procurement-decisions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/yodaplus.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Where Should Humans Stay in Procurement Decisions?"}]},{"@type":"WebSite","@id":"https:\/\/yodaplus.com\/blog\/#website","url":"https:\/\/yodaplus.com\/blog\/","name":"Yodaplus Technologies","description":"","publisher":{"@id":"https:\/\/yodaplus.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/yodaplus.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/yodaplus.com\/blog\/#organization","name":"Yodaplus Technologies Private Limited","url":"https:\/\/yodaplus.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png","contentUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png","width":500,"height":500,"caption":"Yodaplus Technologies Private Limited"},"image":{"@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/m.facebook.com\/yodaplustech\/","https:\/\/x.com\/yodaplustech"]},{"@type":"Person","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a","name":"Yodaplus","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g","caption":"Yodaplus"},"sameAs":["https:\/\/yodaplus.com\/blog"],"url":"https:\/\/yodaplus.com\/blog\/author\/admin_yoda\/"}]}},"_links":{"self":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts\/3472","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/comments?post=3472"}],"version-history":[{"count":1,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts\/3472\/revisions"}],"predecessor-version":[{"id":3480,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts\/3472\/revisions\/3480"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/media\/3473"}],"wp:attachment":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/media?parent=3472"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/categories?post=3472"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/tags?post=3472"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}