{"id":15374,"date":"2024-03-01T07:01:12","date_gmt":"2024-03-01T15:01:12","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15374"},"modified":"2025-06-13T16:37:04","modified_gmt":"2025-06-13T23:37:04","slug":"swarm-engineering","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/","title":{"rendered":"SWARM Engineering Helps Business Users Optimize Supply Chains with Next-Gen Technology"},"content":{"rendered":"<p><span style=\"font-weight: 400\">The overwhelming narrative heading into the new year has been everything surrounding artificial intelligence (AI) and machine learning (ML). What do these technologies mean for society as a whole, and how will they be incorporated into daily life? A key motivator for business users is increased productivity and efficiency.<\/span><\/p>\n<p><span style=\"font-weight: 400\">The applications for AI at the enterprise level also continue to explode. Numerous Couchbase customers, across a wide range of industries, are planning to <\/span><a href=\"https:\/\/resources.couchbase.com\/c\/Couchbase-in-an-AI-First-World?x=geSKCf&amp;utm_campaign=IDC&amp;blaid=5214209&amp;utm_medium=display&amp;utm_source=social\"><span style=\"font-weight: 400\">utilize AI in their businesses<\/span><\/a><span style=\"font-weight: 400\"> to create a better experience for their customers. <\/span><a href=\"https:\/\/swarm.engineering\/\"><span style=\"font-weight: 400\">SWARM Engineering<\/span><\/a><span style=\"font-weight: 400\"> is one example of a company that is utilizing AI to help transform the businesses of their customers.<\/span><\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/customers\/swarm-engineering\/\"><span style=\"font-weight: 400\">SWARM Engineering<\/span><\/a><span style=\"font-weight: 400\"> provides a SaaS platform that lets organizations in the agri-food industry optimize their supply chains using next-gen cognitive computing. SWARM makes it easy for business users to define problems and rapidly find solutions without any software coding or knowledge of advanced AI or machine learning. Customers using SWARM save millions of dollars, minimize waste, and reduce their environmental impact.<\/span><\/p>\n<h2>Supply Chain Professionals Need to Pivot Faster<\/h2>\n<p><span style=\"font-weight: 400\">SWARM\u2019s platform is typically used by a handful of business users in planning and logistics groups at multinational agriculture companies. Though these groups are small in size, their work has an enormous impact across their organizations. As a result, it\u2019s extremely important that they can make adjustments quickly when their inputs change \u2013 for example, if fuel prices spike, bad weather strikes, or transportation issues arise. Excel spreadsheets and other planning tools are simply too time-consuming and inflexible to pivot fast enough.<\/span><\/p>\n<h2>An AI-Powered Platform Anyone Can Use<\/h2>\n<p><span style=\"font-weight: 400\">One way SWARM helps clients capture and access knowledge is with their AI-powered digital assistant AVA, the first <\/span><a href=\"https:\/\/swarm.engineering\/platform-overview\"><span style=\"font-weight: 400\">AgriFood Virtual Advisor<\/span><\/a><span style=\"font-weight: 400\">. Users can work with AVA to identify and benchmark the critical challenges that their business is facing. AVA can also interview operational team members and managers to capture tribal knowledge, constraints, and key interdependencies. When a new user logs in, they can quickly come up to speed simply by asking AVA their questions.<\/span><\/p>\n<p><span style=\"font-weight: 400\">There were numerous reasons SWARM chose Couchbase to meet their needs, including fast prototype development, quick SQL implementation, a key-value store, and unlimited scalability to support future growth. SWARM also wanted the peace of mind provided by Couchbase that once it was set up, it would work reliably without constant tinkering. Having all the data in one place makes it much easier for the data science team to run optimization algorithms and return a speedy solution to clients.<\/span><\/p>\n<h2>Savings of at Least $1 Million per Optimization<\/h2>\n<p><span style=\"font-weight: 400\"><a href=\"https:\/\/www.couchbase.com\/content\/c\/case-study-swarm-pdf?x=geSKCf\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-15376 alignright\" style=\"border: 1px solid black\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/image_2024-02-29_163638287-787x1024.png\" alt=\"\" width=\"381\" height=\"496\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/image_2024-02-29_163638287-787x1024.png 787w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/image_2024-02-29_163638287-231x300.png 231w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/image_2024-02-29_163638287-768x999.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/image_2024-02-29_163638287-1180x1536.png 1180w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/image_2024-02-29_163638287-300x390.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/image_2024-02-29_163638287.png 1211w\" sizes=\"auto, (max-width: 381px) 100vw, 381px\" \/><\/a>Most customers come to SWARM because they&#8217;re having a major problem with their agri-food supply chain. One example is a labor planning organization that works with a blueberry and asparagus producer in South America. They have to consider many layers of optimization when planning both labor and transportation logistics. For example:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>Location<\/b><span style=\"font-weight: 400\"> \u2013 Their daily laborers are spread out in remote villages. This encompasses thousands of employees in thousands of different locations who need to be transported to many different fields each day.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Transportation<\/b><span style=\"font-weight: 400\"> \u2013 To determine which vehicles should be used to transport which employees, they must consider each vehicle\u2019s capacity, whether it has four-wheel drive, and whether it is functioning properly or needs repair.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Employee skill set<\/b><span style=\"font-weight: 400\"> \u2013 Some workers are more skilled at picking either blueberries or asparagus.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Weather<\/b><span style=\"font-weight: 400\"> \u2013 In rainy weather, roads may be washed out between the employees and the fields they need to work in.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">SWARM refers to this type of situation as a \u201cmulti-objective optimization problem.\u201d If a customer provides a clean dataset, SWARM can get them deployed with visible results in as little as three months. Their promise is to save customers at least <\/span><b>$1 million per optimization<\/b><span style=\"font-weight: 400\">, with an <\/span><b>average return on investment of 3-10x<\/b><span style=\"font-weight: 400\">. Their <\/span><b>reduction in total planning time is around 400%<\/b><span style=\"font-weight: 400\"> &#8211; the SWARM system can accomplish in seconds or minutes what typically takes a human days or weeks, depending on the size of the dataset.<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li><span style=\"font-weight: 400\">Read the full <\/span><a href=\"https:\/\/www.couchbase.com\/content\/c\/case-study-swarm-pdf?x=geSKCf\"><span style=\"font-weight: 400\">SWARM Engineering case study<\/span><\/a><span style=\"font-weight: 400\"> to learn more.<\/span><\/li>\n<li><span style=\"font-weight: 400\">Sign up for <\/span><a href=\"https:\/\/cloud.couchbase.com\/sign-up\"><span style=\"font-weight: 400\">Couchbase Capella DBaaS<\/span><\/a><span style=\"font-weight: 400\"> and start testing the cloud, no commitment required.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The overwhelming narrative heading into the new year has been everything surrounding artificial intelligence (AI) and machine learning (ML). What do these technologies mean for society as a whole, and how will they be incorporated into daily life? A key [&hellip;]<\/p>\n","protected":false},"author":83995,"featured_media":15375,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10122,6319],"tags":[2140,9926],"ppma_author":[9757],"class_list":["post-15374","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-customers","tag-machine-learning","tag-swarm"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Optimizing Supply Chains with SWARM Engineering&#039;s AVA<\/title>\n<meta name=\"description\" content=\"SWARM Engineering is one company that is utilizing AI to help transform the businesses of their customers. Learn about AVA, their new digital assistant.\" \/>\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.couchbase.com\/blog\/swarm-engineering\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SWARM Engineering Helps Business Users Optimize Supply Chains with Next-Gen Technology\" \/>\n<meta property=\"og:description\" content=\"SWARM Engineering is one company that is utilizing AI to help transform the businesses of their customers. Learn about AVA, their new digital assistant.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-01T15:01:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-13T23:37:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/02\/image_2024-02-29_163331495.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1736\" \/>\n\t<meta property=\"og:image:height\" content=\"951\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Matt Spillar - Product Marketing Manager\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Matt Spillar - Product Marketing Manager\" \/>\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.couchbase.com\/blog\/swarm-engineering\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/\"},\"author\":{\"name\":\"Matt Spillar - Product Marketing Manager\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/5c394a35b3e05ae8bfed97c6067d9bba\"},\"headline\":\"SWARM Engineering Helps Business Users Optimize Supply Chains with Next-Gen Technology\",\"datePublished\":\"2024-03-01T15:01:12+00:00\",\"dateModified\":\"2025-06-13T23:37:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/\"},\"wordCount\":694,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/02\/image_2024-02-29_163331495.png\",\"keywords\":[\"Machine Learning (ML)\",\"swarm\"],\"articleSection\":[\"Artificial Intelligence (AI)\",\"Customers\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/\",\"name\":\"Optimizing Supply Chains with SWARM Engineering's AVA\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/swarm-engineering\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/02\/image_2024-02-29_163331495.png\",\"datePublished\":\"2024-03-01T15:01:12+00:00\",\"dateModified\":\"2025-06-13T23:37:04+00:00\",\"description\":\"SWARM Engineering is one company that is utilizing AI to help transform the businesses of their customers. 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