{"id":164053,"date":"2021-11-04T16:32:32","date_gmt":"2021-11-04T08:32:32","guid":{"rendered":"https:\/\/facfox.com\/docs\/?post_type=kb&#038;p=164053"},"modified":"2022-03-11T17:16:22","modified_gmt":"2022-03-11T09:16:22","slug":"where-are-you-in-your-additive-manufacturing-automation-journey","status":"publish","type":"kb","link":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey","title":{"rendered":"Where Are You in Your Additive Manufacturing Automation Journey?"},"content":{"rendered":"<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png\" \/><\/p>\n<div class=\"elementor-element elementor-element-5681c6e elementor-widget elementor-widget-text-editor\" data-id=\"5681c6e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<p><strong>Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0<\/strong><\/p>\n<p>Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.<\/p>\n<p>Below we\u2019ll be exploring the stages of maturity in additive manufacturing IT automation; areas companies should consider automating and software solutions available to help you digitise and streamline your additive manufacturing operations.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-cc18c98 elementor-widget elementor-widget-text-editor\" data-id=\"cc18c98\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<h2>5 Stages of Maturity in Additive Manufacturing Software Automation<\/h2>\n<p>In our 5-stage model, automation as a spectrum spans different levels of increasing value and complexity. We take a closer look at each stage below:<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/img.facfox.com\/imgs\/2022\/01\/fc3b3daa44cd7c03.png\" \/><\/p>\n<div class=\"elementor-element elementor-element-85e3d0a elementor-widget elementor-widget-text-editor\" data-id=\"85e3d0a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<h3>Manual operations<\/h3>\n<p>With manual operations, companies\u2019 employees spend a lot of their time on repetitive, labour-intensive tasks, including but not limited to:<\/p>\n<ul>\n<li aria-level=\"1\">entering data into systems<\/li>\n<li aria-level=\"1\">replying to customer requests<\/li>\n<li aria-level=\"1\">calculating and providing cost estimates<\/li>\n<li aria-level=\"1\">bringing USB sticks to AM systems to have files 3D-printed<\/li>\n<li aria-level=\"1\">checking AM system status by looking over each machine<\/li>\n<\/ul>\n<h3>Native automation<\/h3>\n<p>Most AM companies are operating at the native automation stage in combination with manual processes. They use simple tools like Excel to analyse data or apps like Zapier to relay data from one system to another.<\/p>\n<p>However, native automations are not entirely compatible with other systems and require human interaction to be value-adding.<\/p>\n<p>While good for simple tasks, this stage of automation can\u2019t be easily scaled and often leads to data silos and a lack of visibility, creating a disconnected, unoptimised business ecosystem.<\/p>\n<p>If you face challenges in processing more information (e.g. 3D printing requests, file conversions\/repair, project status update comms) or want to scale up your AM operations, you should consider leaping to the next stage of more efficient process automation.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-bc6bd23 elementor-widget elementor-widget-text-editor\" data-id=\"bc6bd23\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<h3>Moving to basic automation<\/h3>\n<p>Basic automation is the form of automation technology solutions that address simple manual and repetitive tasks.<\/p>\n<p>In AM, basic automation can mean a software solution that is taught a workflow with multiple steps and applications.<\/p>\n<p>Here\u2019s an example from a 3D printing lab at L\u2019Or\u00e9al: before using automation, engineers would send emails with production requirements and 3D designs files, while a lab assistant would key in data to calculate the price. Then, the assistant would email the engineer who had placed the order about its status and delivery date etc.<\/p>\n<p>To reduce this low value-added manual activity, L\u2019Or\u00e9al adopted a 3D printing workflow software, enabling the company to automate each step in the ordering process. So instead of emails, engineers use a portal to send requests, and the backend system automatically calculates project costs and notifies the engineers about their project status.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<figure style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/img.facfox.com\/imgs\/2022\/01\/9a18f8351e9eec03.png\" alt=\"\" width=\"800\" height=\"484\" \/><figcaption class=\"wp-caption-text\">An online portal can automate the process of ordering 3D-printed parts [Image credit: AMFG]<\/figcaption><\/figure>\n<div class=\"elementor-element elementor-element-326872a elementor-widget elementor-widget-text-editor\" data-id=\"326872a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<p>Basic automation with workflow software for additive manufacturing can go beyond ordering and customer comms. Some solutions offer rule-based automation for production scheduling, allowing files, once they are approved, to be assigned to specific machines and sent for production automatically.<\/p>\n<p>Workflow automation software is designed to reduce the burden for employees of completing repetitive, time-consuming tasks. As an additional benefit, it helps enforce a repeatable workflow, which is critical for AM standardisation.<\/p>\n<p>While basic automation already has many advantages, it shouldn\u2019t be the end of your additive manufacturing automation journey.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-4527f36 elementor-widget elementor-widget-text-editor\" data-id=\"4527f36\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<h3>Intelligent automation<\/h3>\n<p>If you need a solution that can help you automate end-to-end business processes, you may be ready to add intelligent automation to your AM operations.<\/p>\n<p>Intelligent automation is about creating a seamless digital thread to enhance visibility and decision-making.<\/p>\n<p>At AMFG, we empower companies to shift to intelligent automation using a set of solutions for control, execution and integration of AM workflow. For example, we can integrate with your AM systems for real-time machine monitoring or connect you to your manufacturing partners for direct routing of job orders.<\/p>\n<p>This\u00a0<a href=\"https:\/\/facfox.com\/docs\/kb\/3-ways-connectivity-will-enhance-your-additive-manufacturing-operations\" data-wpel-link=\"internal\">level of connectivity<\/a>\u00a0allows you to create a centralised and unified environment for AM (aka digital thread), aiding in enhanced production planning, traceability and standardisation.<\/p>\n<h3>Hyperautomation<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/img.facfox.com\/imgs\/2022\/01\/2535e7655c7082db.png\" \/><\/p>\n<p>Hyperautomation is the most mature level of automation technology that combines basic and intelligent automation with artificial intelligence (AI) and machine learning (ML).<\/p>\n<p>AI and ML enable software to learn on its own by processing massive amounts of data.<\/p>\n<p>Where automation can be the simple optimisation of tasks, hyperautomation has an extra layer of \u2018intelligence\u2019 that makes the processes even smarter.<\/p>\n<p>Hyperautomation may be thought of as an \u201cend stage,\u201d but it\u2019s one that is highly individualised and strategically driven, based on each organisation\u2019s needs.<\/p>\n<p>Hyperautomation is the right move for large companies that strive to transform their manufacturing through digitisation and set up\u00a0<a href=\"https:\/\/facfox.com\/docs\/kb\/additive-manufacturing-in-a-smart-factory-5-keys-to-success\" data-wpel-link=\"internal\">smart, autonomous factories<\/a>.<\/p>\n<p>While still aspirational, hyperautomation is what some enterprises are currently working towards.<\/p>\n<h3>NextGenAM project<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/img.facfox.com\/imgs\/2022\/01\/4fec594d10d56dcf.png\" \/><\/p>\n<p>One example showcasing how automation can turn AM operations into a smart factory is the NextGenAM pilot.<\/p>\n<p>EOS, Daimler, and Premium AEROTEC partnered to launch their NextGenAM initiative in 2017, which resulted in a digital, fully automated production line for serial 3D printing.<\/p>\n<p>How have the companies achieved it?<\/p>\n<p>The partners have established an AM production line with an EOS M 400-4 quad laser metal system, driverless transport, robots and software at its core. All the components were networked for maximum automation.<\/p>\n<p>For example, before production, build job data can be sent to the control centre, which automatically prioritises the various build requests and allocates them to an AM system. The material is automatically transported to the AM system, which 3D prints parts and continuously monitors their quality through sensor data.<\/p>\n<p>Once complete, the build is automatically moved to the next stage, where robots and machining centres handle post-processing steps, like part removal and quality assurance.<\/p>\n<p>The result? Without manual input, the automated production line reduces manufacturing costs by up to 50 per cent, compared to currently available metal AM systems.<\/p>\n<h3>Achieving hyperautomation: the quest for interoperability<\/h3>\n<p>Because hyperautomation, by definition, involves a mix of technologies, it\u2019s crucial for businesses investing in it to select the right solutions. By \u201cright\u201d we mean software that supports connectivity and interoperability.<\/p>\n<p>If you\u2019re looking for a tool or platform to power your smart AM factory, a good starting point is to search for one that is easy to use, scalable and works across platforms and systems.<\/p>\n<p>Particularly the latter is a must, as acquiring a system that doesn\u2019t speak with your organisation\u2019s existing environment is a step back, slowing your progress and hampering productivity.<\/p>\n<h2>Challenges in additive manufacturing automation<\/h2>\n<p>Despite the clear benefits of software automation, many companies operating AM struggle to embark on digital transformation.<\/p>\n<p>Many are halted by the cost of investment, deeming it unaffordable. In reality, however, the initially high investment pays off faster than expected, and companies can feel the benefits of automation almost immediately.<\/p>\n<p>What makes the adoption of automation more complicated is not so much the cost as the lack of automation strategy.<\/p>\n<p>AM companies need to be clear about the digital capabilities they need to aspire to \u2013 for example, what they need to buy, versus what they need to build. A thoughtful, structured strategy here will help to ensure that innovative ideas are not abandoned or overlooked.<\/p>\n<p>It\u2019s also important to understand that companies need to find the right level of automation to help them meet their organisation\u2019s near-term and long-term needs. For example, this means that hyperautomation may not be for everyone \u2013 some companies could find their operations transformed by combining basic and intelligent automation solutions.<\/p>\n<p>The final challenge companies face when implementing automation is the closed AM ecosystem. The AM industry is still largely dominated by proprietary systems which are not necessarily designed to work well with each other.<\/p>\n<p>The good news is that the industry recognises the importance of becoming more open to creating integrated, interoperable 3D printing workflows.<\/p>\n<p>Increasingly more AM hardware and software companies are providing open APIs \u2013 a software intermediary that allows one software application to communicate with another \u2013 to enable seamless data flow and integration.<\/p>\n<p>One example is our recent\u00a0collaboration with HP, whereas HP provided an open API to integrate with our additive MES system. This integration allows HP Multi Jet Fusion users to connect their machines to our software to monitor and collect data about their AM systems.<\/p>\n<h2>Scaling across each automation stage with advanced workflow automation software<\/h2>\n<p>When embarking on the digital transformation journey, it\u2019s essential to invest in solutions that allow you to combine quick wins with larger longer-term benefits. At its core, such solutions should be modular, flexible and scalable.<\/p>\n<p>At AMFG, we\u2019re developing a modular workflow automation and manufacturing execution platform to help AM companies maximise their investment in additive manufacturing. Designed with interconnectedness and security in mind, our solutions integrate easily with your IT environment and AM systems.<\/p>\n<p>Whether you\u2019re just getting started with additive manufacturing automation, or are already further down the path, now is the best time to consider embracing new software capabilities and set the stage for accelerated performance gains and sustainable growth.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories. Below we\u2019ll be exploring the stages [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"kbtopic":[137],"kbtag":[126,146,651],"class_list":["post-164053","kb","type-kb","status-publish","hentry","kbtopic-case","kbtag-3d-printing","kbtag-application","kbtag-automation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Where Are You in Your Additive Manufacturing Automation Journey? - FacFox Docs<\/title>\n<meta name=\"description\" content=\"Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Where Are You in Your Additive Manufacturing Automation Journey?\" \/>\n<meta property=\"og:description\" content=\"Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey\" \/>\n<meta property=\"og:site_name\" content=\"FacFox Docs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/facfox3d\" \/>\n<meta property=\"article:modified_time\" content=\"2022-03-11T09:16:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@facfox3d\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey\",\"url\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey\",\"name\":\"Where Are You in Your Additive Manufacturing Automation Journey? - FacFox Docs\",\"isPartOf\":{\"@id\":\"https:\/\/facfox.com\/docs\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#primaryimage\"},\"image\":{\"@id\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#primaryimage\"},\"thumbnailUrl\":\"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png\",\"datePublished\":\"2021-11-04T08:32:32+00:00\",\"dateModified\":\"2022-03-11T09:16:22+00:00\",\"description\":\"Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.\",\"breadcrumb\":{\"@id\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#primaryimage\",\"url\":\"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png\",\"contentUrl\":\"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/facfox.com\/docs\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Where Are You in Your Additive Manufacturing Automation Journey?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/facfox.com\/docs\/#website\",\"url\":\"https:\/\/facfox.com\/docs\/\",\"name\":\"FacFox Docs\",\"description\":\"Knowledgebase of manufacturing\",\"publisher\":{\"@id\":\"https:\/\/facfox.com\/docs\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/facfox.com\/docs\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/facfox.com\/docs\/#organization\",\"name\":\"FACFOX,INC.\",\"url\":\"https:\/\/facfox.com\/docs\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/facfox.com\/docs\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/facfox.com\/docs\/wp-content\/uploads\/2020\/11\/foxdoc-favicon.png\",\"contentUrl\":\"https:\/\/facfox.com\/docs\/wp-content\/uploads\/2020\/11\/foxdoc-favicon.png\",\"width\":132,\"height\":133,\"caption\":\"FACFOX,INC.\"},\"image\":{\"@id\":\"https:\/\/facfox.com\/docs\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/facebook.com\/facfox3d\",\"https:\/\/x.com\/facfox3d\",\"https:\/\/instagram.com\/facfox3d\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Where Are You in Your Additive Manufacturing Automation Journey? - FacFox Docs","description":"Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.","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:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey","og_locale":"en_US","og_type":"article","og_title":"Where Are You in Your Additive Manufacturing Automation Journey?","og_description":"Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.","og_url":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey","og_site_name":"FacFox Docs","article_publisher":"https:\/\/facebook.com\/facfox3d","article_modified_time":"2022-03-11T09:16:22+00:00","og_image":[{"url":"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_site":"@facfox3d","twitter_misc":{"Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey","url":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey","name":"Where Are You in Your Additive Manufacturing Automation Journey? - FacFox Docs","isPartOf":{"@id":"https:\/\/facfox.com\/docs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#primaryimage"},"image":{"@id":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#primaryimage"},"thumbnailUrl":"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png","datePublished":"2021-11-04T08:32:32+00:00","dateModified":"2022-03-11T09:16:22+00:00","description":"Somewhat ironically, many processes in additive manufacturing \u2013 which is often defined as a digital manufacturing technology \u2013\u00a0 remain manual and siloed.\u00a0 Automation is still not widely deployed in additive manufacturing. The vast majority of companies adopting 3D printing remain dependent on human labour and access to physical inventories.","breadcrumb":{"@id":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#primaryimage","url":"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png","contentUrl":"https:\/\/img.facfox.com\/imgs\/2022\/01\/be324e50a676707b.png"},{"@type":"BreadcrumbList","@id":"https:\/\/facfox.com\/docs\/kb\/where-are-you-in-your-additive-manufacturing-automation-journey#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/facfox.com\/docs\/"},{"@type":"ListItem","position":2,"name":"Where Are You in Your Additive Manufacturing Automation Journey?"}]},{"@type":"WebSite","@id":"https:\/\/facfox.com\/docs\/#website","url":"https:\/\/facfox.com\/docs\/","name":"FacFox Docs","description":"Knowledgebase of manufacturing","publisher":{"@id":"https:\/\/facfox.com\/docs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/facfox.com\/docs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/facfox.com\/docs\/#organization","name":"FACFOX,INC.","url":"https:\/\/facfox.com\/docs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/facfox.com\/docs\/#\/schema\/logo\/image\/","url":"https:\/\/facfox.com\/docs\/wp-content\/uploads\/2020\/11\/foxdoc-favicon.png","contentUrl":"https:\/\/facfox.com\/docs\/wp-content\/uploads\/2020\/11\/foxdoc-favicon.png","width":132,"height":133,"caption":"FACFOX,INC."},"image":{"@id":"https:\/\/facfox.com\/docs\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/facebook.com\/facfox3d","https:\/\/x.com\/facfox3d","https:\/\/instagram.com\/facfox3d"]}]}},"_links":{"self":[{"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/kb\/164053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/kb"}],"about":[{"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/types\/kb"}],"author":[{"embeddable":true,"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/comments?post=164053"}],"version-history":[{"count":3,"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/kb\/164053\/revisions"}],"predecessor-version":[{"id":164362,"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/kb\/164053\/revisions\/164362"}],"wp:attachment":[{"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/media?parent=164053"}],"wp:term":[{"taxonomy":"kbtopic","embeddable":true,"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/kbtopic?post=164053"},{"taxonomy":"kbtag","embeddable":true,"href":"https:\/\/facfox.com\/docs\/wp-json\/wp\/v2\/kbtag?post=164053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}