{"id":3679,"date":"2024-04-22T13:00:00","date_gmt":"2024-04-22T03:00:00","guid":{"rendered":"https:\/\/blog.interscale.com.au\/?p=3679"},"modified":"2025-10-10T00:27:48","modified_gmt":"2025-10-09T13:27:48","slug":"here-is-your-action-plan-for-dealing-with-incomplete-bim-data","status":"publish","type":"post","link":"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/","title":{"rendered":"Here is Your Action Plan for Dealing with Incomplete BIM Data"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-wrap-left 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\" style=\"cursor:inherit\">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\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" 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><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Common_Signs_of_Incomplete_Data_in_BIM_Projects\" >Common Signs of Incomplete Data in BIM Projects<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Unexplained_Errors_or_Warnings\" >Unexplained Errors or Warnings<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Missing_Information_in_Schedules\" >Missing Information in Schedules<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Difficulty_in_Model_Visualization\" >Difficulty in Model Visualization<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Incomplete_Data_Exchange\" >Incomplete Data Exchange<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#What_are_the_Impacts_of_Incomplete_BIM_Data_in_Construction_Projects\" >What are the Impacts of Incomplete BIM Data in Construction Projects?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Causes_of_Incomplete_BIM_Data\" >Causes of Incomplete BIM Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Best_Practices_for_Managing_BIM_Data_Integrity\" >Best Practices for Managing BIM Data Integrity<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#How_Interscale_Helps_You_Dealing_with_Incomplete_BIM_Data\" >How Interscale Helps You Dealing with Incomplete BIM Data?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/interscale.com.au\/blog\/here-is-your-action-plan-for-dealing-with-incomplete-bim-data\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n\n<p class=\"wp-block-paragraph\"><strong><strong><a href=\"https:\/\/interscale.com.au\/blog\/\">Interscale Content Hub<\/a><\/strong><\/strong> &#8211; Dealing with incomplete BIM data is a prevalent challenge faced in many construction projects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The problem becomes even more complex when managing multiple BIM models generated by different disciplines.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These models may have inconsistencies, missing information, or conflicting details, leading to delays, rework, and increased costs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What if, in a construction site buzzing with activity, the architects, engineers, and mechanical, electrical, and plumbing (MEP) specialists all work from their own Building Information Modelling (BIM) models?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Incomplete data in one model can ripple through the project, causing misalignments with other disciplines&#8217; models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This, in turn, leads to a domino effect of inefficiencies: wasted time spent reconciling discrepancies, potential for costly rework due to design clashes discovered later in the process, and even safety risks if crucial information is overlooked.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That&#8217;s why we&#8217;re going to take a closer look to find out what we need to know and how to make our BIM workflows more efficient. So, let&#8217;s start.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Common_Signs_of_Incomplete_Data_in_BIM_Projects\"><\/span>Common Signs of Incomplete Data in BIM Projects<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">While the 3D model might appear visually sound, lurking beneath the surface can be a treacherous landscape of missing information and inconsistencies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These data gaps, often subtle at first, can trigger a slippery slope of problems throughout the project lifecycle. Let&#8217;s break down some telltale signs and their technical implications.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Unexplained_Errors_or_Warnings\"><\/span>Unexplained Errors or Warnings<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">If your BIM software or clash detection tools start raising red flags about undefined elements or model inconsistencies, don&#8217;t ignore them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This often means that certain objects are missing crucial properties or relationships within the data structure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Incomplete objects like these are like faulty components in a machine \u2013 they can throw off critical downstream processes like simulations or calculations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Missing_Information_in_Schedules\"><\/span>Missing Information in Schedules<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ever struggled with schedules riddled with placeholders or blank fields? This is a classic symptom of incomplete object data within your model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Always keep in mind that BIM projects heavily rely on schedules for materials, quantities, and other logistics.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Without accurate information attached to objects, your ability to provide reliable estimates, cost projections, and even procure the right materials is severely compromised.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Difficulty_in_Model_Visualization\"><\/span>Difficulty in Model Visualization<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">If you notice elements disappearing, not rendering properly, or hindering smooth walkthroughs, it&#8217;s likely a sign of incomplete geometric data or missing object definitions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These glitches impede your ability to effectively review designs, potentially masking problematic areas before they become expensive on-site surprises.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Without a complete visual representation, assessing the project&#8217;s scope and potential issues becomes challenging.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Incomplete_Data_Exchange\"><\/span>Incomplete Data Exchange<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Issues during data import or export between different BIM platforms can reveal gaps in data compatibility and integrity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The promise of seamless BIM collaboration can hit a wall when information doesn&#8217;t translate correctly between different software platforms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data discrepancies during import\/export processes often point to underlying compatibility issues or reveal incomplete data within the models themselves, hindering efficient cross-team workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can read our review <strong>\u201c<span style=\"text-decoration: underline;\"><em><a href=\"https:\/\/interscale.com.au\/blog\/managing-multiple-bim-models\/\">The Challenges in Managing Multiple BIM Models: Who and What Role<\/a><\/em><\/span>,\u201d<\/strong> to see how complex this BIM model issues.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_are_the_Impacts_of_Incomplete_BIM_Data_in_Construction_Projects\"><\/span>What are the Impacts of Incomplete BIM Data in Construction Projects?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One of the primary ways incomplete BIM data undermines a project is its impact on accuracy and reliability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Incomplete or inconsistent data often results in project delays as teams spend additional time resolving discrepancies or correcting assumptions that were based on incorrect data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The extra time spent hunting for missing information or redoing work that was based on incorrect assumptions prolongs project timelines and impacts overall productivity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The direct consequence of project delays and the need for rework due to incomplete data is an increase in costs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Unexpected expenses arise from change orders and material waste, which are often necessitated by data errors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What&#8217;s more, without a complete and consistent dataset, coordination between different disciplines involved in a construction project suffers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This misalignment often leads to clashes on-site, where physical elements of the construction project interfere with each other, necessitating additional adjustments that could have been avoided with better data management\u200b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kindly read, <strong>\u201c<span style=\"text-decoration: underline;\"><em><a href=\"https:\/\/interscale.com.au\/blog\/bim-coordination-with-subcontractor\/\">A BIM Coordination with Subcontractor Guide: Your Benefits &amp; Challenges<\/a><\/em><\/span><\/strong>,\u201d for more details about the coordination and intergration issues between stakeholders.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then, we also think about how incomplete safety data or overlooked clashes in BIM models pose serious risks to construction workers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Proper hazard identification and safety planning are compromised when data is incomplete, potentially leading to accidents and injuries on-site\u200b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And for sure, in the post-construction, the operation and maintenance of the facility can be hindered by inadequate asset data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Facilities management teams rely on comprehensive data to perform their duties efficiently; missing or inaccurate BIM data can lead to increased operational costs and reduced efficiency during the building&#8217;s lifecycle\u200b<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Causes_of_Incomplete_BIM_Data\"><\/span>Causes of Incomplete BIM Data<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The root causes of incomplete BIM data lie within a mix of human, technical, and organizational factors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is more like a complex puzzle where missing pieces or misaligned connections can throw the entire picture into disarray.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">First of all, always remember that even the most skilled professionals aren&#8217;t immune to the occasional slip-up.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Simple typos during data entry, overlooking key details, or misinterpreting requirements can all contribute to gaps or inaccuracies within the BIM model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These seemingly small errors can have cascading consequences throughout the project.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Along with the issue of human error, we must also consider the technical challenges. It&#8217;s no secret that the world of BIM software is a complex one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Incompatible programs struggle to talk to each other, frequently resulting in muddled or lost data during import\/export processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This highlights the need for stricter adherence to industry-wide interoperability standards to ensure data integrity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Even further, a BIM model is a living document, requiring careful planning and continuous input.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Without a well-defined data collection strategy, outlining what information is needed at each phase, it&#8217;s easy for essential details to get overlooked.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When this lack of structure is combined with the pressures of tight deadlines, teams may rush through model creation, neglecting thorough data verification along the way.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Consequently, effective BIM collaboration hinges on clear, open lines of communication. If stakeholders are working in silos or critical information isn&#8217;t shared in a timely and organized manner, the BIM model becomes fragmented.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These gaps in the data flow lead to costly coordination issues, rework, and delays along the project timeline.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This lack of clarity, careful, and continuous strategy is a common contributor to incomplete data, as recognized by research studies by Julie Rose Jupp in<strong> <\/strong>&#8220;<a href=\"https:\/\/inria.hal.science\/hal-01461954\/document\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><span style=\"text-decoration: underline;\"><em>Incomplete BIM Implementation: Exploring Challenges and the Role of Product Lifecycle Management Functions<\/em><\/span><\/strong><\/a>.&#8221;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Best_Practices_for_Managing_BIM_Data_Integrity\"><\/span>Best Practices for Managing BIM Data Integrity<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A vital starting point is establishing a comprehensive BIM Execution Plan (BEP). This document serves as a roadmap for your project&#8217;s specific data requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It outlines the types of information needed at each stage, assigns responsibilities for providing and maintaining data, and establishes protocols for validation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Regular quality checks, both automated and manual, are another crucial element. Software tools can help flag inconsistencies or missing data, but having a human eye for context is equally important.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Plus, always defining clear data standards, such as adhering to ISO 19650, is critical for consistency and collaboration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Standardization ensures everyone is working in the same &#8220;language,&#8221; especially when dealing with multiple teams or software platforms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Routine clash detection also plays a significant role. Think of clash detection as an early warning system, helping identify potential design conflicts that can be easily resolved while still in the digital realm.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Team training is also essential.&nbsp; Even the most sophisticated tools are only as good as the people using them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ensure your team receives comprehensive BIM training, emphasizing data standards, modeling techniques, and the importance of maintaining data integrity throughout the project workflow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, consider leveraging specialized data management tools. Software solutions tailored for BIM can significantly streamline your efforts, offering features for validation, version control, and automated error checking.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_Interscale_Helps_You_Dealing_with_Incomplete_BIM_Data\"><\/span>How Interscale Helps You Dealing with Incomplete BIM Data?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We offer a comprehensive suite of services designed to streamline your BIM data management, ensuring your projects run smoothly and efficiently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our partnership with architectural firm Ewert Leaf showcases the difference reliable BIM data can make.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By empowering all stakeholders with access to a single, centralized source of project information, we helped Ewert Leaf facilitate seamless communication and minimize costly errors caused by data gaps.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our data management tools and expertise optimize the flow of information, saving you time and minimizing the risk of miscommunication.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We also foster a collaborative environment where all stakeholders have access to the latest, most accurate project data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This collaborative environment will help you identify potential issues and clashes proactively, reducing the need for expensive changes during construction.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ultimately, your team should focus on its strengths: creativity and innovation. Therefore, we would appreciate the opportunity to discuss your needs and goals.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alternatively, you could review our<strong> <em><span style=\"text-decoration: underline;\"><a href=\"https:\/\/interscale.com.au\/services\/bim-services\/\" target=\"_blank\" rel=\"noreferrer noopener\">Interscale BIM management<\/a><\/span><\/em><\/strong> page to learn more about how we can support you as your BIM system.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Please do not hesitate to contact us to discuss any aspect of our services. We would be delighted to schedule an appointment.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3e41869c wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/interscale.com.au\/contact-us\/\" style=\"background-color:#fd8832\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Transform Your Projects with Elite BIM Expertise<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To effectively manage incomplete BIM data, stakeholders must employ a combination of rigorous standards, continuous education, and the right technological tools.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This approach not only reduces project risks but also enhances overall project delivery.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes, you can make sure all project data is complete, accurate, and readily available for dealing with incomplete BIM data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Interscale Content Hub &#8211; Dealing with incomplete BIM data is a prevalent challenge faced in many construction projects. The problem becomes even more complex when managing multiple BIM models generated by different disciplines. These models may have inconsistencies, missing information, or conflicting details, leading to delays, rework, and increased costs. What if, in a construction [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":3754,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[871],"tags":[],"class_list":["post-3679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bim"],"acf":[],"_links":{"self":[{"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/posts\/3679","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/comments?post=3679"}],"version-history":[{"count":0,"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/posts\/3679\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/media\/3754"}],"wp:attachment":[{"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/media?parent=3679"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/categories?post=3679"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/interscale.com.au\/blog\/wp-json\/wp\/v2\/tags?post=3679"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}