{"id":27736,"date":"2026-05-31T12:16:09","date_gmt":"2026-05-31T03:16:09","guid":{"rendered":"https:\/\/aireviewirush.com\/?p=27736"},"modified":"2026-05-31T12:16:09","modified_gmt":"2026-05-31T03:16:09","slug":"why-do-palletizing-automation-initiatives-fail-5-pitfalls-and-easy-methods-to-repair-them","status":"publish","type":"post","link":"https:\/\/aireviewirush.com\/?p=27736","title":{"rendered":"Why Do Palletizing Automation Initiatives Fail? 5 Pitfalls and Easy methods to Repair Them"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"hs_cos_wrapper_post_body\">\n<p>Palletizing automation is among the clearest wins in end-of-line operations. The ROI is actual, the labor financial savings are rapid, and the expertise is mature. But many producers stall out,\u00a0spending months on tasks that ought to take weeks, or deploying techniques that work within the demo however battle on the manufacturing flooring.<\/p>\n<p>The excellent news: most of those failures comply with predictable patterns. Listed below are 5 pitfalls we see repeatedly, and  keep away from them,\u00a0illustrated by how <strong>Molino Merano<\/strong>, a historic Italian flour producer, turned a good flooring, a staffing downside, and a rising product line right into a 14-month payback.<\/p>\n<p><!--more--><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_53 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-6a206cded16c2\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-6a206cded16c2\"  type=\"checkbox\" id=\"item-6a206cded16c2\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#Pitfall_1_Overestimating_set_up_complexity\" title=\" Pitfall #1: Overestimating set up complexity \"> Pitfall #1: Overestimating set up complexity <\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#Pitfall_2_Designing_for_good_situations\" title=\"Pitfall #2: Designing for good situations\">Pitfall #2: Designing for good situations<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#Pitfall_3_Not_planning_for_variability\" title=\"Pitfall #3: Not planning for variability\">Pitfall #3: Not planning for variability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#Pitfall_4_Beginning_with_essentially_the_most_advanced_operations\" title=\"Pitfall #4: Beginning with essentially the most advanced operations \">Pitfall #4: Beginning with essentially the most advanced operations <\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#Pitfall_5_Over-engineering_the_answer\" title=\"Pitfall #5: Over-engineering the answer\">Pitfall #5: Over-engineering the answer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#How_Molino_Merano_prevented_all_5\" title=\"How Molino Merano prevented all 5 \">How Molino Merano prevented all 5 <\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#What_pushed_them_to_behave\" title=\"What pushed them to behave \">What pushed them to behave <\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#What_they_deployed\" title=\"What they deployed \">What they deployed <\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#What_modified\" title=\"What modified \">What modified <\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aireviewirush.com\/?p=27736\/#Questions_producers_ask_earlier_than_getting_began\" title=\"Questions producers ask earlier than getting began \">Questions producers ask earlier than getting began <\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Pitfall_1_Overestimating_set_up_complexity\"><\/span><strong><span><img decoding=\"async\" src=\"https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=664&amp;height=498&amp;name=Moliono-merano-palletizing-end-of-line.jpg\" width=\"664\" height=\"498\" loading=\"lazy\" alt=\"Moliono-merano-palletizing-end-of-line\" style=\"height: auto; max-width: 100%; width: 664px; margin-left: auto; margin-right: auto; display: block;\" srcset=\"https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=332&amp;height=249&amp;name=Moliono-merano-palletizing-end-of-line.jpg 332w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=664&amp;height=498&amp;name=Moliono-merano-palletizing-end-of-line.jpg 664w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=996&amp;height=747&amp;name=Moliono-merano-palletizing-end-of-line.jpg 996w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=1328&amp;height=996&amp;name=Moliono-merano-palletizing-end-of-line.jpg 1328w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=1660&amp;height=1245&amp;name=Moliono-merano-palletizing-end-of-line.jpg 1660w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Moliono-merano-palletizing-end-of-line.jpg?width=1992&amp;height=1494&amp;name=Moliono-merano-palletizing-end-of-line.jpg 1992w\" sizes=\"auto, (max-width: 664px) 100vw, 664px\"\/><br \/><\/span><\/strong><strong><span>Pitfall #1: Overestimating set up complexity<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A number of producers by no means begin a palletizing venture as a result of they&#8217;re satisfied it should imply months\u00a0of manufacturing downtime, deep\u00a0integration work, and a protracted commissioning course of. That expectation, greater than the rest, is what retains <a href=\"https:\/\/robotiq.com\/manual-palletizing\" rel=\"noopener\" target=\"_blank\">handbook palletizing<\/a> in place lengthy after it stops making sense.<\/p>\n<p>When the answer\u00a0is pre-engineered and standardized\u00a0to attach with an current line, deployment appears very totally different. Coaching is a part of the package deal. The conveyor integration is easy. The commissioning interval shrinks from months to days. The idea that automation is inherently gradual to deploy is value questioning earlier than it shapes your resolution. A part of what makes that attainable is having the venture info nicely organized from the beginning: buyer necessities, website constraints, throughput targets, and structure realities multi function place, fairly than scattered throughout emails and spreadsheets. When that groundwork is finished upfront, the trail from resolution to working system will get a lot shorter.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Pitfall_2_Designing_for_good_situations\"><\/span><strong><span>Pitfall #2: Designing for good situations<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Actual manufacturing flooring have tight areas, ceiling limits, structure constraints,\u00a0and tools that was put in a decade in the past with no thought for what would possibly come subsequent. An answer engineered for a clear, open structure will all the time battle when it meets an actual manufacturing facility.<\/p>\n<p>{Hardware} that adapts to compact footprints and software program that handles altering SKUs are usually not nice-to-haves. They&#8217;re what determines whether or not a system nonetheless works two years after set up.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Pitfall_3_Not_planning_for_variability\"><\/span><strong><span>Pitfall #3: Not planning for variability<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Many producers not often run one product. They run dozens, and that quantity tends to develop. A system that handles this 12 months&#8217;s SKU combine cleanly might battle badly when a brand new format will get added or a buyer modifications their pallet specification.<\/p>\n<p>Constructing for at present&#8217;s situations with out accounting for tomorrow&#8217;s variability is a setup for re-engineering prices down the road. Selecting a system with versatile sample programming, one the place operators could make modifications on their very own, retains the manufacturing line scalable\u00a0because the enterprise evolves.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Pitfall_4_Beginning_with_essentially_the_most_advanced_operations\"><\/span><strong><span>Pitfall #4: Beginning with essentially the most advanced operations<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>There is a logic to tackling essentially the most advanced line first. The largest bottleneck, the very best labor price, essentially the most compelling ROI case. However beginning with complexity provides complexity. Timelines stretch, scope grows, and the venture loses momentum earlier than it ever delivers.<\/p>\n<p>A single, well-scoped venture on a line with clear constraints and a sensible payback interval does one thing a fancy rollout not often does: it finishes. That is the inspiration of Lean Palletizing \u2014 begin easy, construct operator confidence, create the interior experience that makes the following deployment sooner and simpler to approve. Begin easy, show it after which scale.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Pitfall_5_Over-engineering_the_answer\"><\/span><strong><span>Pitfall #5: Over-engineering the answer<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Customization can really feel like thoroughness. The extra the system is tailor-made to your operation, the higher it ought to carry out. In observe, extremely custom-made techniques take longer to deploy, are tougher for operators to grasp, and create a long-term dependency on exterior help for each change.<\/p>\n<p>Standardized automation and confirmed options\u00a0ship sooner. Operators study them extra shortly, preserve them extra confidently, and personal them extra fully. When somebody on the ground can modify a pallet sample or troubleshoot a fault with out escalating, the system pays again extra each single day. The identical precept applies to the mixing course of itself: when the workflow for scoping, validating, and deploying a Workcell is repeatable and structured, companions can transfer sooner and producers face fewer surprises.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_Molino_Merano_prevented_all_5\"><\/span><strong><span>How Molino Merano prevented all 5<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Molino Merano has been producing flour\u00a0merchandise within the historic city of Merano, in Trentino Alto Adige in northern Italy, since 1985. The corporate had a flooring house downside, a staffing downside, and a product line that saved rising. What they did not have was time for a 12-month automation venture. Right here is how they labored via every of those challenges.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_pushed_them_to_behave\"><\/span><strong><span>What pushed them to behave<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Because the product line expanded, the end-of-line operation began exhibiting the pressure. Handbook palletizing, the place operators lifting and inserting each field, shift after shift\u00a0was slowing throughput and carrying individuals down. Discovering workers for that type of work was getting tougher. And the manufacturing flooring merely did not have the house to usher in a conventional palletizer.<\/p>\n<p>What they wanted wasn&#8217;t a large-scale automation venture. They wanted one thing that might match the place that they had house, go in quick, and work reliably from day one.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_they_deployed\"><\/span><strong><span>What they deployed<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/robotiq.com\/solutions\/palletizing\" rel=\"noopener\" target=\"_blank\">Robotiq&#8217;s\u00a0cobot palletizing Workcell<\/a> match the ground the place a traditional system could not. No fencing, no space scanners, only a collaborative Workcell\u00a0that labored safely throughout the constraints of the prevailing structure, respecting the precise line fairly than requiring the road to vary round it. The answer\u00a0dealt with a number of SKUs, allowed pallet modifications with out stopping manufacturing, and got here with operator coaching constructed into the deployment.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_modified\"><\/span><strong><span>What modified<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The Workcell was in manufacturing inside per week of set up.<\/p>\n<p>Because the product vary had grown, so had the strain on the staff. Automating palletizing meant that strain did not should develop with it. Staffing the tip of the road\u00a0stopped being a recurring downside. Operators moved to different components of the operation the place their time had extra worth.<\/p>\n<p>However the change that stands out most is not about throughput or headcount. Earlier than the cobot, the <span style=\"color: #33475b;\"><span style=\"background-color: #fdf3e1;\">end-of-line<\/span><\/span>\u00a0staff was lifting each field onto each pallet, a whole lot of occasions a day. Again ache was routine and that handbook work is gone now. The bodily atmosphere on the finish of the road is genuinely higher, and the staff feels it.<\/p>\n<p>Molino Merano even reached a full return on funding in 14 months, throughout a footprint that match the ground they really had.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=2444&amp;height=1376&amp;name=Molino%20Merano%20solution.png\" width=\"2444\" height=\"1376\" loading=\"lazy\" alt=\"Molino Merano solution\" style=\"height: auto; max-width: 100%; width: 2444px; margin-left: auto; margin-right: auto; display: block;\" srcset=\"https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=1222&amp;height=688&amp;name=Molino%20Merano%20solution.png 1222w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=2444&amp;height=1376&amp;name=Molino%20Merano%20solution.png 2444w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=3666&amp;height=2064&amp;name=Molino%20Merano%20solution.png 3666w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=4888&amp;height=2752&amp;name=Molino%20Merano%20solution.png 4888w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=6110&amp;height=3440&amp;name=Molino%20Merano%20solution.png 6110w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/Molino%20Merano%20solution.png?width=7332&amp;height=4128&amp;name=Molino%20Merano%20solution.png 7332w\" sizes=\"auto, (max-width: 2444px) 100vw, 2444px\"\/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Questions_producers_ask_earlier_than_getting_began\"><\/span><strong><span>Questions producers ask earlier than getting began<br \/><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>How lengthy does a palletizing venture truly take?<\/strong> Weeks, not months,\u00a0and the hole is closing. Molino Merano went from set up to dwell manufacturing in below per week. With the appropriate info organized upfront and a structured workflow from scoping to deployment, what used to take months is turning into a matter of days. The timeline relies upon way more on how nicely the venture is ready than on the expertise itself.<\/p>\n<p><strong>What if our flooring does not have a lot house?<\/strong> That is one of the crucial frequent constraints, and a great purpose to take a look at cobot resolution\u00a0particularly. They&#8217;re designed for compact footprints, work with out security fencing, and might be configured round current tools fairly than requiring the road to maneuver round them.<\/p>\n<p><strong>We run plenty of totally different merchandise. Can one system deal with all of them?<\/strong> Sure, if the system is constructed for it. The secret&#8217;s versatile sample programming that operators can handle themselves. If altering a pallet configuration requires a service name, that is an issue at scale.<\/p>\n<p><strong>How shortly will we see a return?<\/strong> It is dependent upon quantity, labor prices, and the way a lot downtime the present operation is absorbing. For Molino Merano, with a busy multi-SKU line and actual issue discovering workers, the return got here in 14 months.<\/p>\n<p><strong>What occurs when one thing goes mistaken?<\/strong> That relies upon closely on the system you select. Customary, pre-engineered options\u00a0are simpler to troubleshoot as a result of operators acknowledge what&#8217;s occurring. Extremely custom-made techniques are likely to create dependency on vendor help for even primary interventions. Ease of upkeep must be a part of the choice standards from the beginning.<\/p>\n<p><span><a href=\"https:\/\/iq.robotiq.com\/select\" rel=\"noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=446&amp;height=342&amp;name=EN_Fit-Tool_Web_Screenshot.png\" width=\"446\" height=\"342\" loading=\"lazy\" alt=\"EN_Fit-Tool_Web_Screenshot\" style=\"height: auto; max-width: 100%; width: 446px; float: left; margin-left: 0px; margin-right: 10px;\" srcset=\"https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=223&amp;height=171&amp;name=EN_Fit-Tool_Web_Screenshot.png 223w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=446&amp;height=342&amp;name=EN_Fit-Tool_Web_Screenshot.png 446w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=669&amp;height=513&amp;name=EN_Fit-Tool_Web_Screenshot.png 669w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=892&amp;height=684&amp;name=EN_Fit-Tool_Web_Screenshot.png 892w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=1115&amp;height=855&amp;name=EN_Fit-Tool_Web_Screenshot.png 1115w, https:\/\/blog.robotiq.com\/hs-fs\/hubfs\/EN_Fit-Tool_Web_Screenshot.png?width=1338&amp;height=1026&amp;name=EN_Fit-Tool_Web_Screenshot.png 1338w\" sizes=\"auto, (max-width: 446px) 100vw, 446px\"\/><\/a><\/span><\/p>\n<p style=\"color: #444444; background-color: #ffffff;\"><span><br \/>Get a transparent reply immediately:<\/span><\/p>\n<p><span>\u2714\ufe0f Verify in case your utility is appropriate<\/span><br \/><span>\u2714\ufe0f Estimate ROI based mostly in your inputs<\/span><br \/><span>\u2714\ufe0f Get a really helpful configuration<\/span><\/p>\n<p style=\"color: #444444; background-color: #ffffff;\"><span>\ud83d\udc49 <\/span><strong><span>Begin your analysis now with the <a href=\"https:\/\/robotiq.app\/select\" style=\"color: #00a2e1;\" target=\"_blank\" rel=\"noopener\">Palletizing Match Device<\/a><\/span><\/strong><span\/><\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/en_US\/sdk.js#xfbml=1&version=v3.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n }(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Palletizing automation is among the clearest wins in end-of-line operations. The ROI is actual, the labor financial savings are rapid, and the expertise is mature. But many producers stall out,\u00a0spending months on tasks that ought to take weeks, or deploying techniques that work within the demo however battle on the manufacturing flooring. The excellent news: [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27738,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-27736","post","type-post","status-publish","format-standard","has-post-thumbnail","category-robotics"],"_links":{"self":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/27736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=27736"}],"version-history":[{"count":1,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/27736\/revisions"}],"predecessor-version":[{"id":27737,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/27736\/revisions\/27737"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/media\/27738"}],"wp:attachment":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=27736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=27736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}