{"id":46009,"date":"2022-12-09T16:26:32","date_gmt":"2022-12-09T21:26:32","guid":{"rendered":"https:\/\/www.arffinancial.com\/development\/?p=46009"},"modified":"2025-01-03T11:39:30","modified_gmt":"2025-01-03T16:39:30","slug":"when-manufacturing-meets-ai","status":"publish","type":"post","link":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/","title":{"rendered":"When Manufacturing Meets AI"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_single_image image=&#8221;46011&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221;][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]There\u2019s a nationwide push to get more products manufactured here at home, instead of relying on partners across the globe. <a href=\"https:\/\/www.cfr.org\/timeline\/us-china-relations\">Rising tensions in China<\/a> have, for example, shifted the U.S. focus away from relying on Chinese manufacturing to meet our own economic needs. The <a href=\"https:\/\/www.weforum.org\/agenda\/2022\/01\/5-ways-the-covid-19-pandemic-has-changed-the-supply-chain\/\">supply-chain woes<\/a> we\u2019ve seen over the course of the pandemic also highlighted a need to ease our dependence on long supply chains outside the United States. And President Biden\u2019s <a href=\"https:\/\/www.whitehouse.gov\/bipartisan-infrastructure-law\/\" class=\"broken_link\">Bipartisan Infrastructure Law<\/a> not only provided funding to improve roads, bridges, internet access and the power grid, but it also strengthened a key element for manufacturing goods in America: the \u201c<a href=\"https:\/\/www.whitehouse.gov\/omb\/briefing-room\/2022\/04\/20\/how-build-america-buy-america-guidance-strengthens-made-in-america-requirements\/\" class=\"broken_link\">Build America, Buy America<\/a>\u201d provisions within the law require that federally funded infrastructure projects use American-produced steel, iron, and construction materials to get the job done. This is great news for the manufacturing industry, but it also presents a challenge when you consider we\u2019re in a manufacturing labor shortage. Companies have started to think outside the box in terms of ramping up staffing when the labor pool leaves much to be desired: Artificial Intelligence, or AI.<\/p>\n<p>It\u2019s predicted there will be a <a href=\"https:\/\/www2.deloitte.com\/us\/en\/insights\/industry\/manufacturing\/manufacturing-industry-diversity.html\">shortage of over 2 million<\/a> American manufacturing jobs come 2030. More and more older generations are retiring from the industry, and younger folks aren\u2019t interested in a career in manufacturing. There needs to be an alternative to human labor when human labor is scarce\u2013that\u2019s\u00a0 where AI comes in. To be sure, AI isn\u2019t coming to take anyone\u2019s job away. The purpose here is for AI to help business operations run more smoothly in the face of a labor shortage, and to revolutionize the way things are produced in the United States.<\/p>\n<p><strong>Automating with Robots<\/strong><strong>\u00a0<\/strong><\/p>\n<p>Robots in the manufacturing industry are nothing new. They\u2019ve long been tapped for the more repetitive operations seen in <a href=\"https:\/\/www.roboticscareer.org\/news-and-events\/news\/23035\" class=\"broken_link\">automotive plants<\/a>, like moving parts or spraying paint. But there has been movement in the artificial intelligence space that allows robots to conduct more intricate, human-like tasks. These bots work side-by-side with their human counterparts, performing jobs like assembly line tasks and transporting finished goods. Check out the great stuff coming out of <a href=\"https:\/\/www.automationworld.com\/factory\/iiot\/news\/13743007\/siemens-adds-artificial-intelligence-to-control-logic\">Siemens<\/a>\u2013 with \u201cneural networking,\u201d we\u2019re able to take advantage of technology that allows robots to recognize complex patterns (such as holding different sized objects), no human being required. Aside from offering a supplement to a lack of human labor, AI-powered robots are also able to perform the more dangerous jobs in a manufacturing plant, work round-the-clock, and lift impossibly heavy items.<\/p>\n<p><strong>AI and 3D Printing<\/strong><\/p>\n<p>Advances in 3D printing have made it possible for machines to create efficient, cost-effective, and highly manufacturable designs\u2013eliminating delays and mistakes that may occur at the hands of humans. According to <a href=\"https:\/\/www.pre-scient.com\/blogs\/artificial-intelligence\/how-artificial-intelligence-and-3d-printing-can-collaborate.html\" class=\"broken_link\">Prescient Technologies<\/a>, \u201cin the 3D printing process, artificial intelligence helps maintain the material properties of complex alloys, such as titanium, carbon, and other metals. The resulting models can be used for predictive maintenance. Machine learning can even help manufacturers improve spare parts and predict when to replace them.\u201d When we think about items such as prosthetics, 3D printing is truly where our future lies. AI allows us to analyze objects prior to beginning the 3D printing process, predict the quality of the end product, and reduce manufacturing waste. There are even methods we can use through AI to capture data about the printing process in order to enhance it or reduce future errors.<\/p>\n<h1><strong>Autonomous Machine Vision<\/strong><\/h1>\n<p><a href=\"https:\/\/www.automation.com\/en-us\/articles\/july-2022\/case-study-autonomous-machine-vision-system\" class=\"broken_link\">Autonomous Machine Vision<\/a>, or AMV, is a technology created to supplement human interaction during the manufacturing QA process. These systems employ cameras and AI that are able to recognize the shape, size, and condition of products on an assembly line under an array of different lighting conditions. AMV then counts, tracks, sorts, and identifies defects on products making their way down the belt. It can also be used to pack products, put them on pallets, and load them appropriately to save time and money in the manufacturing process.<\/p>\n<p>We\u2019re continually making great strides in technology, and nowhere more exciting than in the manufacturing space. With continued research and development happening through AI, the industry stands a chance at keeping pace with a predicted decline in labor coupled with increased demand. We can\u2019t wait to see what\u2019s next in store.<\/p>\n<p><span style=\"font-size: 12px; line-height: 15px;\">Your privacy is important to us. ARF Financial will never sell or rent your information to any third party.\u00a0<a href=\"https:\/\/www.arffinancial.com\/development\/privacy\/?utm_source=Outbrain&amp;utm_medium=OutbrainBlog&amp;utm_term=Outbrain&amp;utm_content=GoingGreen&amp;utm_campaign=GoingGreen\">Click here<\/a>\u00a0for more information about our privacy policy.<\/span>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_single_image image=&#8221;46011&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221;][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]There\u2019s a nationwide push to get more&#8230;<\/p>\n","protected":false},"author":5,"featured_media":46011,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","om_disable_all_campaigns":false,"footnotes":""},"categories":[128,868],"tags":[398,402,400,399,443,386,535,220,213,1034,870,872,873,1033,877,1032,1035,944,943,401,224,222,172,1028,142],"class_list":{"0":"post-46009","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-day-to-day-business-operations","8":"category-manufacturing-financing","9":"tag-affordable-business-loans","10":"tag-affordable-small-business-growth","11":"tag-business-expansion","12":"tag-business-growth","13":"tag-business-line-of-credit","14":"tag-business-loans","15":"tag-equipment-leasing","16":"tag-flex-pay-loans","17":"tag-line-of-credit","18":"tag-manufacturing-brown-field-projects","19":"tag-manufacturing-business-loans","20":"tag-manufacturing-expansion","21":"tag-manufacturing-financing","22":"tag-manufacturing-green-field-projects","23":"tag-manufacturing-line-of-credit","24":"tag-manufacturing-loans","25":"tag-manufacturing-revolving-line-of-credit","26":"tag-marketing","27":"tag-operations","28":"tag-small-business-expansion","29":"tag-small-business-financing","30":"tag-small-business-funding","31":"tag-small-business-growth","32":"tag-when-manufacturing-meets-ai","33":"tag-working-capital"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>When Manufacturing Meets AI - ARF Financial<\/title>\n<meta name=\"description\" content=\"When Manufacturing Meets AI- Companies have started to think outside the box in terms staffing: Artificial Intelligence, or AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"When Manufacturing Meets AI - ARF Financial\" \/>\n<meta property=\"og:description\" content=\"When Manufacturing Meets AI- Companies have started to think outside the box in terms staffing: Artificial Intelligence, or AI.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"ARF Financial\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-09T21:26:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-03T16:39:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"920\" \/>\n\t<meta property=\"og:image:height\" content=\"420\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Robert Whited\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Robert Whited\" \/>\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\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\"},\"author\":{\"name\":\"Robert Whited\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/#\/schema\/person\/ab727372fcd4ff548d759472b7c7fecc\"},\"headline\":\"When Manufacturing Meets AI\",\"datePublished\":\"2022-12-09T21:26:32+00:00\",\"dateModified\":\"2025-01-03T16:39:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\"},\"wordCount\":780,\"publisher\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg\",\"keywords\":[\"affordable business loans\",\"affordable small business growth\",\"business expansion\",\"business growth\",\"business line of credit\",\"business loans\",\"equipment leasing\",\"flex pay loans\",\"line of credit\",\"manufacturing brown field projects\",\"manufacturing business loans\",\"manufacturing expansion\",\"manufacturing financing\",\"manufacturing green field projects\",\"manufacturing line of credit\",\"manufacturing loans\",\"manufacturing revolving line of credit\",\"Marketing\",\"Operations\",\"small business expansion\",\"small business financing\",\"small business funding\",\"small business growth\",\"When Manufacturing Meets AI\",\"working capital\"],\"articleSection\":[\"Day-to-Day Business Operations\",\"Manufacturing Financing\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\",\"url\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\",\"name\":\"When Manufacturing Meets AI - ARF Financial\",\"isPartOf\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg\",\"datePublished\":\"2022-12-09T21:26:32+00:00\",\"dateModified\":\"2025-01-03T16:39:30+00:00\",\"description\":\"When Manufacturing Meets AI- Companies have started to think outside the box in terms staffing: Artificial Intelligence, or AI.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage\",\"url\":\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg\",\"contentUrl\":\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg\",\"width\":920,\"height\":420,\"caption\":\"When manufacturing meets AI\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.arffinancial.com\/development\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"When Manufacturing Meets AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/#website\",\"url\":\"https:\/\/www.arffinancial.com\/development\/\",\"name\":\"ARF Financial\",\"description\":\"Businesses Bank on Us\",\"publisher\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.arffinancial.com\/development\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/#organization\",\"name\":\"ARF Financial LLC\",\"url\":\"https:\/\/www.arffinancial.com\/development\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2018\/06\/ARFFinancialHorizontal.png\",\"contentUrl\":\"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2018\/06\/ARFFinancialHorizontal.png\",\"width\":792,\"height\":612,\"caption\":\"ARF Financial LLC\"},\"image\":{\"@id\":\"https:\/\/www.arffinancial.com\/development\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/#\/schema\/person\/ab727372fcd4ff548d759472b7c7fecc\",\"name\":\"Robert Whited\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.arffinancial.com\/development\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c48be6a0ddfcae4b85fd444fdab27d247b8fef19292a5249b0340af7e31ea9a5?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c48be6a0ddfcae4b85fd444fdab27d247b8fef19292a5249b0340af7e31ea9a5?s=96&d=mm&r=g\",\"caption\":\"Robert Whited\"},\"url\":\"https:\/\/www.arffinancial.com\/development\/author\/robert\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"When Manufacturing Meets AI - ARF Financial","description":"When Manufacturing Meets AI- Companies have started to think outside the box in terms staffing: Artificial Intelligence, or AI.","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:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/","og_locale":"en_US","og_type":"article","og_title":"When Manufacturing Meets AI - ARF Financial","og_description":"When Manufacturing Meets AI- Companies have started to think outside the box in terms staffing: Artificial Intelligence, or AI.","og_url":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/","og_site_name":"ARF Financial","article_published_time":"2022-12-09T21:26:32+00:00","article_modified_time":"2025-01-03T16:39:30+00:00","og_image":[{"width":920,"height":420,"url":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg","type":"image\/jpeg"}],"author":"Robert Whited","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Robert Whited","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#article","isPartOf":{"@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/"},"author":{"name":"Robert Whited","@id":"https:\/\/www.arffinancial.com\/development\/#\/schema\/person\/ab727372fcd4ff548d759472b7c7fecc"},"headline":"When Manufacturing Meets AI","datePublished":"2022-12-09T21:26:32+00:00","dateModified":"2025-01-03T16:39:30+00:00","mainEntityOfPage":{"@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/"},"wordCount":780,"publisher":{"@id":"https:\/\/www.arffinancial.com\/development\/#organization"},"image":{"@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg","keywords":["affordable business loans","affordable small business growth","business expansion","business growth","business line of credit","business loans","equipment leasing","flex pay loans","line of credit","manufacturing brown field projects","manufacturing business loans","manufacturing expansion","manufacturing financing","manufacturing green field projects","manufacturing line of credit","manufacturing loans","manufacturing revolving line of credit","Marketing","Operations","small business expansion","small business financing","small business funding","small business growth","When Manufacturing Meets AI","working capital"],"articleSection":["Day-to-Day Business Operations","Manufacturing Financing"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/","url":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/","name":"When Manufacturing Meets AI - ARF Financial","isPartOf":{"@id":"https:\/\/www.arffinancial.com\/development\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg","datePublished":"2022-12-09T21:26:32+00:00","dateModified":"2025-01-03T16:39:30+00:00","description":"When Manufacturing Meets AI- Companies have started to think outside the box in terms staffing: Artificial Intelligence, or AI.","breadcrumb":{"@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#primaryimage","url":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg","contentUrl":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2022\/12\/ARF-Blog-01062022.jpg","width":920,"height":420,"caption":"When manufacturing meets AI"},{"@type":"BreadcrumbList","@id":"https:\/\/www.arffinancial.com\/development\/when-manufacturing-meets-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.arffinancial.com\/development\/"},{"@type":"ListItem","position":2,"name":"When Manufacturing Meets AI"}]},{"@type":"WebSite","@id":"https:\/\/www.arffinancial.com\/development\/#website","url":"https:\/\/www.arffinancial.com\/development\/","name":"ARF Financial","description":"Businesses Bank on Us","publisher":{"@id":"https:\/\/www.arffinancial.com\/development\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.arffinancial.com\/development\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.arffinancial.com\/development\/#organization","name":"ARF Financial LLC","url":"https:\/\/www.arffinancial.com\/development\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.arffinancial.com\/development\/#\/schema\/logo\/image\/","url":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2018\/06\/ARFFinancialHorizontal.png","contentUrl":"https:\/\/www.arffinancial.com\/development\/wp-content\/uploads\/2018\/06\/ARFFinancialHorizontal.png","width":792,"height":612,"caption":"ARF Financial LLC"},"image":{"@id":"https:\/\/www.arffinancial.com\/development\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.arffinancial.com\/development\/#\/schema\/person\/ab727372fcd4ff548d759472b7c7fecc","name":"Robert Whited","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.arffinancial.com\/development\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c48be6a0ddfcae4b85fd444fdab27d247b8fef19292a5249b0340af7e31ea9a5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c48be6a0ddfcae4b85fd444fdab27d247b8fef19292a5249b0340af7e31ea9a5?s=96&d=mm&r=g","caption":"Robert Whited"},"url":"https:\/\/www.arffinancial.com\/development\/author\/robert\/"}]}},"menu_order":0,"_links":{"self":[{"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/posts\/46009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/comments?post=46009"}],"version-history":[{"count":4,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/posts\/46009\/revisions"}],"predecessor-version":[{"id":46466,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/posts\/46009\/revisions\/46466"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/media\/46011"}],"wp:attachment":[{"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/media?parent=46009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/categories?post=46009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.arffinancial.com\/development\/wp-json\/wp\/v2\/tags?post=46009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}