{"id":41696,"date":"2025-12-10T09:48:13","date_gmt":"2025-12-10T17:48:13","guid":{"rendered":"https:\/\/www.pugetsystems.com\/?post_type=workflow&#038;p=41696"},"modified":"2025-12-10T15:55:58","modified_gmt":"2025-12-10T23:55:58","slug":"ai","status":"publish","type":"workflow","link":"https:\/\/www.pugetsystems.com\/solutions\/ai\/","title":{"rendered":"AI Development and Deployment"},"content":{"rendered":"\n<div class=\"wp-block-cover full-width-no-gap\" style=\"min-height:361px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" class=\"wp-block-cover__image-background wp-image-28182\" alt=\"Large Language Model Server Banner Image Visualizing Data Streams\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2024\/05\/AI-HPC-Banner-scaled.jpg\" data-object-fit=\"cover\"\/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-80 has-background-dim wp-block-cover__gradient-background has-background-gradient\" style=\"background:linear-gradient(90deg,rgb(37,45,96) 37%,rgba(155,81,224,0) 100%)\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"wp-bootstrap-blocks-container container mb-2 px-4\">\n\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:62%\">\n<h1 class=\"wp-block-heading has-text-align-left puget-header-shadow has-white-color has-text-color has-link-color wp-elements-8ea8ff3fc43d42ecce8d24cfdbea9b81\" id=\"h-solutions-for-ai-development-and-deployment\">Solutions for AI Development and Deployment<\/h1>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-left puget-header-shadow has-white-color has-text-color has-link-color wp-elements-93cf9d88c894109d0c18eec2ff5fed3a\"><strong>Each stage of developing AI models and agents requires progressively more computing power, and here at Puget Systems we have solutions for you every step of the way!<\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fdcfc74e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-color has-white-background-color has-text-color has-background wp-element-button\" href=\"#h-talk-to-an-expert\"><strong>Talk to an Expert<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:38%\"><\/div>\n<\/div>\n\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center bolder has-text-color has-link-color wp-elements-966c5421bad00e8666de4335cbd8c480\" id=\"h-select-your-ai-deployment-stage\" style=\"color:#130c64\">Select Your<mark style=\"background-color:rgba(0, 0, 0, 0);color:#08cc96\" class=\"has-inline-color\">AI Deployment Stage<\/mark><\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\"><strong>No matter which step of the AI development process you are in, we have systems designed to help you now as well as in your next phase of deployment!<\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-lg-block\"><\/div>\n\n\n\n<div class=\"wp-block-columns column-gap-half is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column card has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"background-color:#f5f5f7\">\n<div> <a href=\"\/solutions\/ai\/develop\/\">\n\n\n\n<figure class=\"wp-block-image alignfull size-full card-img-top\"><img loading=\"lazy\" decoding=\"async\" width=\"456\" height=\"228\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/Develop-AI-Cropped-Transparent.png\" alt=\"AI Rendering of Woman Developing AI on a Puget Systems Workstation\" class=\"wp-image-42296\"\/><\/figure>\n\n\n<div class=\"wp-bootstrap-blocks-container container mb-2 px-4\">\n\t\n\n<h3 class=\"wp-block-heading has-text-align-left bolder same-height has-text-color has-link-color wp-elements-ac6a0fc0390bc8b65cf97f181628b516\" id=\"h-develop\" style=\"color:#130c64\"><strong>Develop<\/strong><\/h3>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-6149929aab0eee997aaecc6fd974316b\" style=\"color:#000000\"><strong>For individuals or small teams building and iterating on models at their desk.<\/strong><\/p>\n\n\n\n<ul style=\"color:#000000\" class=\"wp-block-list has-text-color has-link-color wp-elements-4cb45d37525ca345e401bbba52358578\">\n<li>Maximum deskside performance for rapid, local model tuning and experimentation.<\/li>\n\n\n\n<li>Support for various high-end GPUs in a quiet, office-friendly PC or multiple GPUs in a larger tower chassis.<\/li>\n\n\n\n<li>Ideal for data preparation, code development, initial prototyping, and more.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"18\" height=\"26\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2024\/05\/Card_Arrow.png\" alt=\"\" class=\"wp-image-27966\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<\/a> <\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column card has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"background-color:#f5f5f7\">\n<div> <a href=\"\/solutions\/ai\/deploy\/\">\n\n\n\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"456\" height=\"228\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/11\/Deploy-AI-Cropped-Transparent-New.png\" alt=\"\" class=\"wp-image-42310\"\/><\/figure>\n\n\n<div class=\"wp-bootstrap-blocks-container container mb-2 px-4\">\n\t\n\n<h3 class=\"wp-block-heading has-text-align-left bolder same-height has-text-color has-link-color wp-elements-47bbd62595b6f512502d236bb03813ff\" id=\"h-deploy\" style=\"color:#130c64\"><strong>Deploy<\/strong><\/h3>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-60a47a63980f3ef6f328694298ccef25\" style=\"color:#000000\"><strong>For teams moving from local development to a centralized, shareable resource.<\/strong><\/p>\n\n\n\n<ul style=\"color:#000000\" class=\"wp-block-list has-text-color has-link-color wp-elements-1bc34f93b36f6a8fa676c6d9245634a3\">\n<li>Bridge the gap between desk-side development and a full-scale data center.<\/li>\n\n\n\n<li>Validate and test models on production-grade hardware before wide deployment.<\/li>\n\n\n\n<li>Perfect for serving a small group of users or running initial inference applications.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"18\" height=\"26\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2024\/05\/Card_Arrow.png\" alt=\"\" class=\"wp-image-27966\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<\/a> <\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column card has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"background-color:#f5f5f7\">\n<div> <a href=\"\/solutions\/ai\/enterprise-scale\/\">\n\n\n\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"456\" height=\"228\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/Scale-AI-Cropped-Transparent-New.png\" alt=\"AI Rendering of Servers Scaled Out Across Racks in a Datacenter\" class=\"wp-image-42446\"\/><\/figure>\n\n\n<div class=\"wp-bootstrap-blocks-container container mb-2 px-4\">\n\t\n\n<h3 class=\"wp-block-heading has-text-align-left bolder same-height has-text-color has-link-color wp-elements-cf7fcfd1cfc85a7bc9ec9ac209142ff3\" id=\"h-scale\" style=\"color:#130c64\"><strong>Scale<\/strong><\/h3>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-ad613608b3cbe9d9f432fb996b3a2180\" style=\"color:#000000\"><strong>For organizations implementing large-scale, mission-critical AI infrastructure.<\/strong><\/p>\n\n\n\n<ul style=\"color:#000000\" class=\"wp-block-list has-text-color has-link-color wp-elements-bc984d4962430fefa154fe2f3cf169c5\">\n<li>Achieve maximum compute density with enterprise-grade, high-performance GPU servers.<\/li>\n\n\n\n<li>Engineered for 24\/7 reliability and seamless integration into existing data center environments.<\/li>\n\n\n\n<li>Power your entire organization\u2019s AI strategy, from training the largest models to high-throughput inference.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"18\" height=\"26\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2024\/05\/Card_Arrow.png\" alt=\"\" class=\"wp-image-27966\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<\/a> <\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-left text-lg-center\"><strong>If you have questions about what type of computer hardware your specific situation needs, <a href=\"#h-talk-to-an-expert\">our expert consultants are available<\/a> to provide individualized guidance or a quote for a custom AI workstation or server.<\/strong><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cover is-light full-width\" style=\"min-height:50px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim\" style=\"background-color:#f2f2f2\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-container container mb-0\">\n\t\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"h-our-customers-include\" style=\"color:#130c64\">Our Customers Include<\/h2>\n\n\n\t\n\t\t<div id=\"gs_logo_area_13\" data-sort=\"name\" data-shortcode-id=\"13\" class=\"gs_logo_area gs_logo_area_13 slider1 gs-logo--img-efect_grayscale gs-logo--img-hover-efect_grayscale\" data-options='{\"logo_per_page\":\"6\"}' style=\"opacity: 0; visibility: hidden;\">\n\t\t\t<div class=\"gs_logo_area--inner\">\n\n\t\t\t\t<!-- Category Filters - New (Global) -->\n\t\t\t\t\t\n\t\t\t\t\n<div class=\"gs_logo_container gs_carousel_swiper gs_logo_fix_height_and_center\" data-carousel-config='{\"direction\":\"horizontal\",\"speed\":500,\"isAutoplay\":false,\"autoplayDelay\":5500,\"loop\":true,\"pauseOnHover\":true,\"ticker\":false,\"navs\":false,\"navs_pos\":\"left-right-out\",\"dots\":false,\"dynamic_dots\":true,\"slideSpace\":10,\"slidesPerGroup\":1,\"desktopLogos\":6,\"tabletLogos\":4,\"mobileLogos\":2,\"reverseDirection\":false}'>\n\n\t\n\t\t\n\t\t\t<div class=\"gs_logo_single--wrapper\">\n\t\t\t\t<div class=\"gs_logo_single\">\n\n\t\t\t\t\t<!-- Logo Img -->\n\t\t\t\t\t<a href=\"https:\/\/www.pugetsystems.com\/featured\/case-study-with-corridor-digital\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2020\/05\/Corridor-Digital-Stacked-Logo-150x150.png\" class=\"tt-placement-top tt-bgcolor-one-%23ff5f6d tt-bgcolor-two-%23ffc371 tt-textcolor-%23fff gs-logo--img wp-post-image\" alt=\"Corridor Digital Logo\" title=\"Corridor\" \/> <\/a>\n\t\t\t\t\t<!-- Logo Title -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<!-- Logo Category -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"gs_logo_single--wrapper\">\n\t\t\t\t<div class=\"gs_logo_single\">\n\n\t\t\t\t\t<!-- Logo Img -->\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2023\/05\/Amazon-Logo-Square-150x150.png\" class=\"tt-placement-top tt-bgcolor-one-%23ff5f6d tt-bgcolor-two-%23ffc371 tt-textcolor-%23fff gs-logo--img wp-post-image\" alt=\"Amazon Logo\" title=\"Amazon\" \/>\n\t\t\t\t\t<!-- Logo Title -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<!-- Logo Category -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"gs_logo_single--wrapper\">\n\t\t\t\t<div class=\"gs_logo_single\">\n\n\t\t\t\t\t<!-- Logo Img -->\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2020\/05\/TRI-Logo-Transparent-150x150.png\" class=\"tt-placement-top tt-bgcolor-one-%23ff5f6d tt-bgcolor-two-%23ffc371 tt-textcolor-%23fff gs-logo--img wp-post-image\" alt=\"Toyota Research Institute Logo\" title=\"Toyota\" \/>\n\t\t\t\t\t<!-- Logo Title -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<!-- Logo Category -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"gs_logo_single--wrapper\">\n\t\t\t\t<div class=\"gs_logo_single\">\n\n\t\t\t\t\t<!-- Logo Img -->\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2023\/05\/Adobe-Logo-Square-150x150.png\" class=\"tt-placement-top tt-bgcolor-one-%23ff5f6d tt-bgcolor-two-%23ffc371 tt-textcolor-%23fff gs-logo--img wp-post-image\" alt=\"Adobe Logo\" title=\"Adobe\" \/>\n\t\t\t\t\t<!-- Logo Title -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<!-- Logo Category -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"gs_logo_single--wrapper\">\n\t\t\t\t<div class=\"gs_logo_single\">\n\n\t\t\t\t\t<!-- Logo Img -->\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2023\/04\/Johns-Hopkins-University-Logo-Transparent-150x150.png\" class=\"tt-placement-top tt-bgcolor-one-%23ff5f6d tt-bgcolor-two-%23ffc371 tt-textcolor-%23fff gs-logo--img wp-post-image\" alt=\"Johns Hopkins University Logo with Transparent Background\" title=\"Johns Hopkins University\" \/>\n\t\t\t\t\t<!-- Logo Title -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<!-- Logo Category -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"gs_logo_single--wrapper\">\n\t\t\t\t<div class=\"gs_logo_single\">\n\n\t\t\t\t\t<!-- Logo Img -->\n\t\t\t\t\t<a href=\"https:\/\/www.pugetsystems.com\/featured\/Case-Study-with-RentPath-213\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2020\/05\/RentPath-Logo-Transparent-150x150.png\" class=\"tt-placement-top tt-bgcolor-one-%23ff5f6d tt-bgcolor-two-%23ffc371 tt-textcolor-%23fff gs-logo--img wp-post-image\" alt=\"RentPath Logo\" title=\"RentPath\" \/> <\/a>\n\t\t\t\t\t<!-- Logo Title -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<!-- Logo Category -->\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\n\t\n<\/div>\n\t\t\t\t<!-- Pagination -->\n\t\t\t\t\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n\t\t<style>#gs_logo_area_13:not(.verticaltickerdown):not(.verticalticker) .gs_logo_container{margin-left:-5px}#gs_logo_area_13:not(.verticaltickerdown):not(.verticalticker) .gs_logo_container{margin-right:-5px}#gs_logo_area_13:not(.verticaltickerdown):not(.verticalticker) .gs_logo_single--wrapper{padding:5px}#gs_logo_area_13 ul.gs-logo-filter-cats{text-align:center!important}#gs_logo_area_13 .gs_logo_single--wrapper{width:16.6666666667%}@media (max-width:1023px){#gs_logo_area_13 .gs_logo_single--wrapper{width:25%}}@media (max-width:767px){#gs_logo_area_13 .gs_logo_single--wrapper{width:50%}}<\/style>\n\n\n<p class=\"has-text-align-center\">View more of <a href=\"\/our-customers\/\">our customers<\/a> here.<\/p>\n\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-high-performance-workstations-and-servers-for-developing-piloting-deploying-and-scaling-ai-systems\">High-Performance Workstations and Servers for Developing, Piloting, Deploying, and Scaling AI Systems<\/h2>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-md-block\"><\/div>\n\n\n\n<p class=\"has-text-align-left\">At Puget Systems, our workstation PCs and servers for AI development and deployment are crafted through a combination of our Puget Labs team&#8217;s expertise, benchmark testing, customer feedback, and the knowledge our consulting team has accumulated over the years.<\/p>\n\n\n\n<p class=\"has-text-align-left\">Our goal is to make purchasing and owning computers a pleasure, not a hindrance to your work. We are here to help you throughout the process of developing your AI solutions, piloting them internally, deploying them across your team, and eventually scaling them out to your whole organization.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"620\" height=\"400\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/11\/Workstation-with-Monitor-Running-AI-Demo.png\" alt=\"Workstation with Monitor Running AI Demo\" class=\"wp-image-42015\"\/><\/figure><\/div><\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cover is-light full-width\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim\" style=\"background-color:#f2f2f2\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"wp-bootstrap-blocks-container container mb-0\">\n\t\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-d73245cb3b1be6030a5aa0845b840add\" id=\"h-talk-to-an-expert\" style=\"color:#130c64\">Talk to an Expert<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-left\">We specialize in building workstation PCs, servers, and storage systems tailored for each of our customers. The best way we&#8217;ve found to accomplish that is to speak with you directly. There is no cost or obligation, and our no-pressure, non-commissioned consultants are experts at configuring a computer that will meet your specific needs. They are happy to discuss a quote you have already saved or guide you through each step of the process by asking a few questions about how you&#8217;ll be using your computer. There are several ways to start a conversation with us, so please pick what works best for you:<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-lg-3 order-1 order-lg-1\">\n\t\t\t\t<\/div>\n\n\n\n<div class=\"col-12 col-lg-3 order-2 order-lg-2\">\n\t\t\t\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-21 wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-white-color has-text-color has-background wp-element-button\" style=\"background-color:#130c64\" class=\"collapsed\" data-toggle=\"collapse\" href=\"#email\" onClick=\"collapseOther('phone')\"><strong>Sales Consultation<\/strong><\/a><\/div><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer d-lg-none\"><\/div>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-lg-3 order-4 order-lg-3\">\n\t\t\t\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-21 wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button is-style-outline\"><a class=\"wp-block-button__link has-white-background-color has-text-color has-background wp-element-button\" style=\"color:#130c64\" class=\"collapsed\" data-toggle=\"collapse\" href=\"#phone\" onClick=\"collapseOther('email')\"><strong>Tech Support<\/strong><\/a><\/div><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer d-lg-none\"><\/div>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-lg-3 order-6 order-lg-4\">\n\t\t\t\t<\/div>\n\n\n\n<div class=\"col-12 col-lg-12 order-3 order-lg-5\">\n\t\t\t\n\n<div align=\"center\" class=\"collapse show\" id=\"email\" name=\"email\" style=\"margin: 0px auto;\"><!--[if lte IE 8]>\r\n            <script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2-legacy.js\"><\/script>\r\n            <![endif]--><script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script><script data-hubspot-rendered=\"true\">\r\n                hbspt.forms.create({\r\n                    portalId: \"4867918\",\r\n                    formId: \"594e5cbe-e20e-468f-96db-91293d21e18c\"\r\n                });<\/script><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-lg-12 order-5 order-lg-6\">\n\t\t\t\n\n<div class=\"collapse\" id=\"phone\" name=\"phone\" style=\"margin: 0px auto; height: 0px;\" text-align:=\"\">\r\n<div class=\"wp-block-contact-form-7-contact-form-selector\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f6-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"6\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/workflow\/41696#wpcf7-f6-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"6\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.4\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f6-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<p><label> <b>Name<\/b><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> <b>Email<\/b><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> <b>Phone<\/b><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-27\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-text wpcf7-validates-as-tel\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-27\" \/><\/span> <\/label>\n<\/p>\n<p><label> <b>Order Number<\/b><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-subject\"><input class=\"wpcf7-form-control wpcf7-number wpcf7-validates-as-number\" aria-invalid=\"false\" value=\"\" type=\"number\" name=\"your-subject\" \/><\/span> <\/label>\n<\/p>\n<p><label> <b>Issue<\/b><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"your-message\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Submit Request\" \/>\n<\/p><style>#login{min-width:350px;}<\/style><div class=\"cf-turnstile\" data-sitekey=\"0x4AAAAAAB1wfQYdi_c44TAj\" data-size=\"flexible\" data-callback=\"javascriptCallback\"><\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\r\n<\/div>\r\n<\/div>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\">If you&#8217;d rather not wait, you can reach out to us via phone during our business hours.<br><br><strong>Monday &#8211; Friday | 7am &#8211; 5pm (Pacific)<\/strong><br><br><a href=\"tel:+14254580273\">425-458-0273<\/a> | <a href=\"tel:1-888-784-3872\">1-888-784-3872<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-70bf7e2840cf08a8785c1bce34a7244c\" id=\"h-ai-workstations-and-servers-faq\" style=\"color:#130c64\">AI Workstations and Servers FAQ<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-032eafe83b47fe183edec498e4f54684\" id=\"h-hardware-amp-performance\" style=\"color:#130c64\"><strong>Hardware &amp; Performance<\/strong><\/h3>\n\n\n<div class=\"wp-block-ub-content-toggle wp-block-ub-content-toggle-block\" id=\"ub-content-toggle-block-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" data-mobilecollapse=\"true\" data-desktopcollapse=\"true\" data-preventcollapse=\"false\" data-showonlyone=\"false\">\n<div class=\"no-border wp-block-ub-content-toggle-accordion\" style=\"border-color: #fff;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #fff;\" aria-controls=\"ub-content-toggle-panel-0-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" tabindex=\"0\">\n\t\t\t<h4 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" style=\"color: #130c64; \">Should I prioritize the CPU or GPU for AI and Machine Learning workloads?<\/h4>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap left\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down open\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"true\" class=\"wp-block-ub-content-toggle-accordion-content-wrap\" id=\"ub-content-toggle-panel-0-7f713b6c-60d5-46b4-8ef7-0a78767458c3\">\n\n<p>For most AI tasks, such as training deep learning models and LLM inference, the GPU is the primary workhorse. Prioritize your budget towards the most powerful GPU(s) with the most VRAM you can afford.<\/p>\n\n\n\n<p>Don&#8217;t neglect the CPU, though! While the GPU does the math, the CPU is the &#8220;traffic controller&#8221; for data preprocessing and managing multi-GPU configurations &#8211; and can become a bottleneck. We recommend <strong>AMD Threadripper\u2122 PRO 9000<\/strong> or <strong>Intel\u00ae Xeon\u00ae W-3500<\/strong> processors because they provide the massive PCIe lane counts needed to feed 3-4 high-end GPUs without bottlenecks\u2014workloads that standard consumer CPUs are not optimized to handle.<\/p>\n\n<\/div>\n\t\t<\/div>\n\n<div class=\"no-border wp-block-ub-content-toggle-accordion\" style=\"border-color: #fff;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #fff;\" aria-controls=\"ub-content-toggle-panel-1-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" tabindex=\"0\">\n\t\t\t<h4 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" style=\"color: #130c64; \">How much VRAM do I actually need?<\/h4>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap left\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"false\" class=\"wp-block-ub-content-toggle-accordion-content-wrap ub-hide\" id=\"ub-content-toggle-panel-1-7f713b6c-60d5-46b4-8ef7-0a78767458c3\">\n\n<p>VRAM (Video RAM) is the hard limit for model size.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>32GB (e.g., NVIDIA GeForce RTX\u2122 5090):<\/strong> The new standard for &#8220;Prosumer&#8221; generative AI and development. Excellent for running quantized 13B-30B parameter models and heavy Stable Diffusion workflows.<\/li>\n\n\n\n<li><strong>48GB &#8211; 96GB (e.g., NVIDIA RTX\u2122 6000 Ada \/ RTX PRO\u2122 6000 Blackwell):<\/strong> Required for professional training and unquantized medium-to-large models.<\/li>\n\n\n\n<li><strong>192GB+ (Multi-GPU):<\/strong> Necessary for training large foundation models or running massive LLMs locally. A dual RTX PRO 6000 Blackwell setup provides nearly 200GB of unified memory.<\/li>\n<\/ul>\n\n<\/div>\n\t\t<\/div>\n\n<div class=\"no-border wp-block-ub-content-toggle-accordion\" style=\"border-color: #fff;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #fff;\" aria-controls=\"ub-content-toggle-panel-2-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" tabindex=\"0\">\n\t\t\t<h4 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-7f713b6c-60d5-46b4-8ef7-0a78767458c3\" style=\"color: #130c64; \">Why choose a Pro GPU (RTX PRO) over a Consumer GPU (GeForce)?<\/h4>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap left\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"false\" class=\"wp-block-ub-content-toggle-accordion-content-wrap ub-hide\" id=\"ub-content-toggle-panel-2-7f713b6c-60d5-46b4-8ef7-0a78767458c3\">\n\n<p>While the RTX 5090 is an incredible value for raw compute, Pro GPUs offer three critical advantages for enterprise:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Memory Density:<\/strong> The <strong>RTX PRO 6000 Blackwell<\/strong> features <strong>96GB of VRAM<\/strong> per card (vs. 32GB on the 5090), allowing you to fit significantly larger models on a single device.<\/li>\n\n\n\n<li><strong>Scalability:<\/strong> Pro cards use blower-style coolers and lower power profiles, allowing us to stack <strong>4x cards<\/strong> in a single workstation. The RTX 5090&#8217;s massive size and heat output generally limit it to 1-2 cards per system.<\/li>\n\n\n\n<li><strong>Stability:<\/strong> Drivers and hardware are validated for 24\/7 compute workloads, ensuring your week-long training run doesn&#8217;t crash on day 6.<\/li>\n<\/ol>\n\n<\/div>\n\t\t<\/div>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-9405a64d0f5bf3b5a2b28ca6295eab8c\" id=\"h-infrastructure-amp-deployment\" style=\"color:#130c64\"><strong>Infrastructure &amp; Deployment<\/strong><\/h3>\n\n\n<div class=\"wp-block-ub-content-toggle wp-block-ub-content-toggle-block\" id=\"ub-content-toggle-block-76305194-c529-45c8-ab24-e2c91923dd84\" data-mobilecollapse=\"true\" data-desktopcollapse=\"true\" data-preventcollapse=\"false\" data-showonlyone=\"false\">\n<div class=\"no-border wp-block-ub-content-toggle-accordion\" style=\"border-color: #fff;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #fff;\" aria-controls=\"ub-content-toggle-panel-0-76305194-c529-45c8-ab24-e2c91923dd84\" tabindex=\"0\">\n\t\t\t<h4 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-76305194-c529-45c8-ab24-e2c91923dd84\" style=\"color: #130c64; \">Do I need a rackmount server, or can I use a tower workstation?<\/h4>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap left\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"false\" class=\"wp-block-ub-content-toggle-accordion-content-wrap ub-hide\" id=\"ub-content-toggle-panel-0-76305194-c529-45c8-ab24-e2c91923dd84\">\n\n<ul class=\"wp-block-list\">\n<li><strong>Develop (Tower Workstations):<\/strong> Perfect for office environments. Our towers are acoustically engineered to run up to <strong>dual RTX 5090s<\/strong> or <strong>quad RTX PRO cards<\/strong> quietly enough to sit beside your desk.<\/li>\n\n\n\n<li><strong>Scale (Rackmount Servers):<\/strong> Essential for dedicated server rooms. These systems prioritize maximum airflow and compute density (supporting 4-8 GPUs) and are designed for 24\/7 uptime in a datacenter.<\/li>\n<\/ul>\n\n<\/div>\n\t\t<\/div>\n\n<div class=\"no-border wp-block-ub-content-toggle-accordion\" style=\"border-color: #fff;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #fff;\" aria-controls=\"ub-content-toggle-panel-1-76305194-c529-45c8-ab24-e2c91923dd84\" tabindex=\"0\">\n\t\t\t<h4 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-76305194-c529-45c8-ab24-e2c91923dd84\" style=\"color: #130c64; \">Do you support Linux for AI development?<\/h4>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap left\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"false\" class=\"wp-block-ub-content-toggle-accordion-content-wrap ub-hide\" id=\"ub-content-toggle-panel-1-76305194-c529-45c8-ab24-e2c91923dd84\">\n\n<p><strong>Yes!<\/strong> We offer full support for Ubuntu and other major Linux distributions. Our Labs team verifies these configurations with the latest <strong>NVIDIA drivers<\/strong>, <strong>CUDA<\/strong>, and <strong>container toolkits<\/strong>, ensuring you can skip the setup headache and start coding immediately.<\/p>\n\n<\/div>\n\t\t<\/div>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-7c64e337f64b5e5df183b3124eba30ec\" id=\"h-strategy-amp-roi\" style=\"color:#130c64\"><strong>Strategy &amp; ROI<\/strong><\/h3>\n\n\n<div class=\"wp-block-ub-content-toggle wp-block-ub-content-toggle-block\" id=\"ub-content-toggle-block-976c3d5e-c92d-4d26-9693-0202181dbf47\" data-mobilecollapse=\"true\" data-desktopcollapse=\"true\" data-preventcollapse=\"false\" data-showonlyone=\"false\">\n<div class=\"no-border wp-block-ub-content-toggle-accordion\" style=\"border-color: #fff;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #fff;\" aria-controls=\"ub-content-toggle-panel-0-976c3d5e-c92d-4d26-9693-0202181dbf47\" tabindex=\"0\">\n\t\t\t<h4 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-976c3d5e-c92d-4d26-9693-0202181dbf47\" style=\"color: #130c64; \">Why build vs. rent (AWS\/Azure)?<\/h4>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap left\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"false\" class=\"wp-block-ub-content-toggle-accordion-content-wrap ub-hide\" id=\"ub-content-toggle-panel-0-976c3d5e-c92d-4d26-9693-0202181dbf47\">\n\n<p>Cloud is great for &#8220;bursting,&#8221; but owning hardware wins on:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Cost:<\/strong> Renting the equivalent of a 4x GPU node in the cloud can exceed the purchase price of a Puget workstation in just 4-6 months of heavy use.<\/li>\n\n\n\n<li><strong>Data Sovereignty:<\/strong> Keep sensitive proprietary data (finance, healthcare, IP) on local hardware, physically disconnected from public cloud providers.<\/li>\n\n\n\n<li><strong>Iteration Speed:<\/strong> Developing locally removes upload\/download latency, allowing for faster experimentation cycles\u2014especially when working with terabyte-scale datasets.<\/li>\n<\/ol>\n\n<\/div>\n\t\t<\/div>\n<\/div>\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Each stage of developing AI models and agents requires progressively more computing power, and we have computer systems for you every step of the 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