{"id":2,"date":"2022-08-29T18:56:47","date_gmt":"2022-08-29T18:56:47","guid":{"rendered":"https:\/\/prod-pitchfork.fsewp.asu.edu\/sudokn\/?page_id=2"},"modified":"2026-05-15T09:34:25","modified_gmt":"2026-05-15T16:34:25","slug":"sample-page","status":"publish","type":"page","link":"https:\/\/projects.engineering.asu.edu\/sudokn\/","title":{"rendered":"Home"},"content":{"rendered":"<div class=\"uds-hero-md alignfull has-btn-row \" style=\"margin-bottom:var(--wp--preset--spacing--uds-size-8);\"><div class=\"hero-overlay\"><\/div><img loading=\"lazy\" decoding=\"async\" width=\"1900\" height=\"808\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/containership-preprod-landing-page-1900x809-lazy-load-1.jpg\" class=\"hero\" alt=\"\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/containership-preprod-landing-page-1900x809-lazy-load-1.jpg 1900w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/containership-preprod-landing-page-1900x809-lazy-load-1-400x170.jpg 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/containership-preprod-landing-page-1900x809-lazy-load-1-1024x435.jpg 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/containership-preprod-landing-page-1900x809-lazy-load-1-768x327.jpg 768w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/containership-preprod-landing-page-1900x809-lazy-load-1-1536x653.jpg 1536w\" sizes=\"auto, (max-width: 1900px) 100vw, 1900px\" \/><div class=\"acf-innerblocks-container\">\n<div role=\"doc-subtitle\"><span class=\"highlight-gold\">Proto-OKN NSF Project <\/span><\/div>\n\n\n<h1 class=\"wp-block-heading has-white-color has-text-color has-link-color wp-elements-1\">Supply and Demand Open Knowledge Network (SUDOKN)<\/h1>\n\n\n\n<div class=\"wp-block-group content is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"has-white-color has-text-color has-link-color wp-elements-2 wp-block-paragraph\"><strong>Empowering small and medium-sized manufacturers by bolstering their resilience, visibility, and agility<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons btn-row is-layout-flex wp-block-buttons-is-layout-flex\"><\/div>\n\n<\/div><\/div>\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-930feb06 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"is-style-lead wp-block-paragraph\">. <\/p>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading is-style-default has-gray-7-color has-text-color has-link-color wp-elements-3\"><span class=\"highlight-gold\">What is SUDOKN?<\/span><\/h2>\n\n\n\n<p class=\"is-style-lead has-gray-7-color has-text-color wp-block-paragraph\">SUDOKN is an interconnected network of publicly available manufacturing capability data focused on Small and Medium-Sized Manufacturers (SMM).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SUDOKN is one of the projects under <a href=\"https:\/\/www.proto-okn.net\/\">Proto-OKN<\/a>. <\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"859\" height=\"392\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/SUDOKN-logo.png\" alt=\"\" class=\"wp-image-21 size-full\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/SUDOKN-logo.png 859w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/SUDOKN-logo-400x183.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/SUDOKN-logo-768x350.png 768w\" sizes=\"auto, (max-width: 859px) 100vw, 859px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"584\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/KG-1-1024x584.png\" alt=\"\" class=\"wp-image-26\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/KG-1-1024x584.png 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/KG-1-400x228.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/KG-1-768x438.png 768w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/KG-1-1536x876.png 1536w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/KG-1-2048x1168.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"highlight-gold\">What is the challenge?<\/span><\/h2>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"285\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/cnc-banner-1024x285.jpg\" alt=\"\" class=\"wp-image-46 size-full\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/cnc-banner-1024x285.jpg 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/cnc-banner-400x111.jpg 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/cnc-banner-768x214.jpg 768w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/cnc-banner.jpg 1366w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"is-style-lead wp-block-paragraph\">More than 75% of manufacturing in the U.S. is carried out by small and medium-sized manufacturers (SMM) with less than 30 employees. Despite their critical role in the US economy, SMMs are especially challenged with sustaining operations due to a lack of visibility and limited access to accurate data and analytical capabilities.<\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The vulnerability of the U.S. manufacturers and supply chains has recently become more pronounced due to various reasons such as disruptions in global trade, rising labor costs, insufficient investment in the manufacturing workforce, and shortage of key materials and components. Future manufacturing supply networks need to be supported by novel cyber-enabled and AI-powered platforms and data-driven solutions that can provide supply chain decision-makers with real-time insight into the strengths and weaknesses of manufacturing companies and their workforce, as well as the potential areas of risk and vulnerability. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"highlight-gold\">Our Approach &#8230;<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In this project, we will prototype and deploy the Supply and Demand Open Knowledge Network (SUDOKN) which is composed of several open and interconnected knowledge graphs, aligned with formal ontologies, that collectively represent various types of supply and demand data needed to address the challenges posed by the use cases related to supplier discovery, capability and capacity analysis, and vulnerability assessment. This project is aimed at democratizing access to publicly available supply and demand data and maximizing its utility by proposing a three-pronged approach: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Develop a set of axiomatized and reusable manufacturing ontologies.<\/li>\n\n\n\n<li>Develop and deploy a set of tools and methods for data collection, validation, and ingestion<\/li>\n\n\n\n<li>Use these tools and ontologies to develop and deploy an open Manufacturing Capability Network (MCN).<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"573\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-7.49.27-PM-1024x573.png\" alt=\"\" class=\"wp-image-76\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-7.49.27-PM-1024x573.png 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-7.49.27-PM-400x224.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-7.49.27-PM-768x430.png 768w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-7.49.27-PM.png 1476w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Manufacturing Facilities in the U.S, Source: <strong>Homeland Infrastructure Foundation-Level Data (HIFLD)<\/strong><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"579\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-8.23.18-PM-1024x579.png\" alt=\"\" class=\"wp-image-80\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-8.23.18-PM-1024x579.png 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-8.23.18-PM-400x226.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-8.23.18-PM-768x434.png 768w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-8.23.18-PM-1536x868.png 1536w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/Screenshot-2024-03-26-at-8.23.18-PM-2048x1157.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Each manufacturer is a node in SUDOKN&#8217;s Manufacturing Capability Network. <\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"688\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2026\/05\/Screenshot-2026-05-15-at-9.32.41-AM-1024x688.png\" alt=\"\" class=\"wp-image-152\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2026\/05\/Screenshot-2026-05-15-at-9.32.41-AM-1024x688.png 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2026\/05\/Screenshot-2026-05-15-at-9.32.41-AM-400x269.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2026\/05\/Screenshot-2026-05-15-at-9.32.41-AM-768x516.png 768w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2026\/05\/Screenshot-2026-05-15-at-9.32.41-AM.png 1120w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<section  class=\"wp-block-banner alignfull banner-gray\" style=\"\">\n\t<div class=\"banner alert\" role=\"banner\">\n\t\t<div class=\"icon-placeholder\"><i class=\"not-a-real-icon\"><\/i><\/div>\t\t<div class=\"banner-content\">\n\t\t\t<div class=\"acf-innerblocks-container\">\n\n<h3 class=\"wp-block-heading\">Our Agency Partners<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">              <img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"204\" class=\"wp-image-56\" style=\"width: 150px\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/nistMEPLogo.jpg\" alt=\"\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/nistMEPLogo.jpg 700w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/nistMEPLogo-400x117.jpg 400w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/>               <img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"267\" class=\"wp-image-57\" style=\"width: 150px\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/BioMADElogo.png\" alt=\"\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/BioMADElogo.png 1500w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/BioMADElogo-400x71.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/BioMADElogo-1024x182.png 1024w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/BioMADElogo-768x137.png 768w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><\/p>\n\n<\/div>\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/section>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-cover\"><img loading=\"lazy\" decoding=\"async\" width=\"780\" height=\"470\" class=\"wp-block-cover__image-background wp-image-66\" alt=\"\" src=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/1248136-Blog-ISG-Manufacturing-BLOG-1.png\" data-object-fit=\"cover\" srcset=\"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/1248136-Blog-ISG-Manufacturing-BLOG-1.png 780w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/1248136-Blog-ISG-Manufacturing-BLOG-1-400x241.png 400w, https:\/\/projects.engineering.asu.edu\/sudokn\/wp-content\/uploads\/sites\/81\/2024\/03\/1248136-Blog-ISG-Manufacturing-BLOG-1-768x463.png 768w\" sizes=\"auto, (max-width: 780px) 100vw, 780px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h3 class=\"wp-block-heading alignfull\">SUDOKN will become a shared and public body of manufacturing capability knowledge that will evolve and expand through the direct participation of communities of users and domain experts.<\/h3>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-right\">It will fundamentally transform how manufacturing supply chains are built, scaled, and reconfigured.<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">SUDOKN will transform SMMs ability to unlock actionable insights from data, bolstering their visibility, resilience, and agility.<\/h3>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p class=\"mb-2\">. What is SUDOKN? SUDOKN is an interconnected network of publicly available manufacturing capability data focused on Small and Medium-Sized Manufacturers (SMM). SUDOKN is one of the projects under Proto-OKN. What is the challenge? More than 75% of manufacturing in the U.S. is carried out by small and medium-sized manufacturers (SMM) with less than 30&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":0,"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"wp:attachment":[{"href":"https:\/\/projects.engineering.asu.edu\/sudokn\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}