{"id":45798,"date":"2021-08-25T10:31:08","date_gmt":"2021-08-25T17:31:08","guid":{"rendered":"https:\/\/www.cohu.com\/?p=45798"},"modified":"2025-04-01T08:47:40","modified_gmt":"2025-04-01T15:47:40","slug":"release-of-paice-product-suite","status":"publish","type":"post","link":"https:\/\/www.cohu.com\/tignis\/announces-commercial-release-of-paice-product-suite","title":{"rendered":"Tignis Announces Commercial Release of PAICe Product Suite"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141\">\n.avia-section.av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141 .av-parallax .av-parallax-inner{\nbackground-repeat:no-repeat;\nbackground-image:url(\/wp-content\/uploads\/2025\/03\/resources-banner-1500x333.jpg);\nbackground-position:50% 50%;\nbackground-attachment:scroll;\n}\n.avia-section.av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141 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.av-special-heading-tag{\nfont-size:33px;\n}\n.av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-subheading{\nfont-size:15px;\n}\n}\n<\/style>\n<div  class='av-special-heading av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-2  avia-builder-el-no-sibling  av-inherit-size av-linked-heading'><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >PHYSICS, MACHINES AND DATA<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2pyrzd-6af470dabd56f3b979785905ac98eceb\">\n.flex_column.av-2pyrzd-6af470dabd56f3b979785905ac98eceb{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-2pyrzd-6af470dabd56f3b979785905ac98eceb av_one_third  avia-builder-el-3  el_after_av_two_third  avia-builder-el-last  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in white' title='Tignis-Logo-cohu-tagline-all white-transparent'  height=\"89\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"\/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-300x89.png 300w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-1030x305.png 1030w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-768x228.png 768w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-1536x455.png 1536w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-2048x607.png 2048w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-1500x444.png 1500w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-705x209.png 705w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-45798'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-2y29t5-8eac002ebd25dfff14a3d2eed1a49041 av_one_full  avia-builder-el-5  el_after_av_section  el_before_av_post_metadata  avia-builder-el-first  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8gaohgy-e779b05cc50cec788c64ad3beca2e266\">\n#top .av_textblock_section.av-m8gaohgy-e779b05cc50cec788c64ad3beca2e266 .avia_textblock{\nfont-size:40px;\n}\n<\/style>\n<section  class='av_textblock_section av-m8gaohgy-e779b05cc50cec788c64ad3beca2e266 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Tignis Announces Commercial Release of PAICe Product Suite<\/strong><\/p>\n<\/div><\/section><\/div><div  class='av-post-metadata-container av-1nzor3a-d4f66e8f3d3b3345a5146be8da140a20 av-metadata-container-align-center  avia-builder-el-7  el_after_av_one_full  el_before_av_hr  av-metadata-container-1'><div class='av-post-metadata-container-inner'><span class=\"av-post-metadata-content av-post-metadata-meta-content\"><span class=\"av-post-metadata-content av-post-metadata-published\"><span class=\"av-post-metadata-published-date\" >25. August 2021<\/span><\/span><span class=\"av-post-metadata-content av-post-metadata-separator\">|<\/span><span class=\"av-post-metadata-content av-post-metadata-category\"><span class=\"av-metadata-before av-metadata-before-categories\">in<\/span><span class=\"av-post-metadata-category-link\" ><a href=\"https:\/\/www.cohu.com\/category\/tignis-news\/\" >Tignis News<\/a><\/span><\/span><\/span><\/div><\/div><\/p>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g8t5wg-76ecfb6e051b02404cc71f111581bb48\">\n#top .hr.hr-invisible.av-m8g8t5wg-76ecfb6e051b02404cc71f111581bb48{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m8g8t5wg-76ecfb6e051b02404cc71f111581bb48 hr-invisible  avia-builder-el-8  el_after_av_post_metadata  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-tc5sy6-c610ce4ce37ddc8755f7c103673cd0c6 av_one_full  avia-builder-el-9  el_after_av_hr  avia-builder-el-last  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g8tpp9-ff1fa86bc0dd446fd91b41108625f035\">\n#top .av_textblock_section.av-m8g8tpp9-ff1fa86bc0dd446fd91b41108625f035 .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-m8g8tpp9-ff1fa86bc0dd446fd91b41108625f035 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><section class=\"elementor-section elementor-top-section elementor-element elementor-element-866b93a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"866b93a\" data-element_type=\"section\" data-settings=\"{\">\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8779f9c\" data-id=\"8779f9c\" data-element_type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-ab678be elementor-widget elementor-widget-heading\" data-id=\"ab678be\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-widget-container\">\n<p><b>Technology Innovator Tignis Launches New AI and Machine Learning Tool Suite for Manufacturing and Process Control that Puts the Power of Machine Learning in the Hands of Non-Data Scientists<\/b><\/p>\n<p><i>Includes The Ability to Utilize Tignis-Created Surrogate Machine Learning Models That Are Up to One Million Times Faster than Today\u2019s Physics-based Simulations<\/i><\/p>\n<p><b>SEATTLE, Wash.<\/b><b>\u00a0<\/b>\u2013 Tignis, a technology innovator in AI-Powered process control with a physics and engineering foundation, today announced the PAICe Product Suite, a new AI and Machine Learning analytics tool set for manufacturing and process control that puts the power of Machine Learning in the hands of non-data scientists.\u00a0 This next-generation technology helps manufacturers achieve process improvements not previously possible with advanced process control (APC), including the ability to utilize surrogate machine learning models created by Tignis that are more accurate and up to one million times faster than physics-based simulations, resulting in faster production, better quality control and faster time to market.<\/p>\n<p>At the PAICe Product Suite&#8217;s core is a brand new, low-code programming language built by Tignis called DTQL (Digital Twin Query Language), the first language designed specifically to build machine analytics on digital twins.\u00a0 Through DTQL, the PAICe product suite significantly removes the obstacles that have prevented engineers from leveraging all the historical data they have collected into better decisions, and enables process and reliability engineers to convert their deep subject matter knowledge into hundreds of machine learning based predictive models that are easily managed across thousands of diverse physical assets \u2013 without having to become a data-scientist.<\/p>\n<p>The PAICe product suite accelerates the ability to build, validate and deploy machine learning enabled solutions in the manufacturing and process industries, with an initial focus on semiconductor manufacturing, oil and gas processing, and energy.\u00a0 It is the latest venture by Jon Herlocker, a serial entrepreneur and deep technologist with a track record of founding and building successful startups, as well as a former VP and CTO at VMware, a $12 billion dollar a year virtual infrastructure management company.\u00a0 Tignis is funded and advised by industry leaders. Software executive Paul Maritz is an investor and member of Tignis\u2019 Board of Directors.\u00a0 Maritz was CEO at VMWare, and at Microsoft he was a member of the top executive management team.\u00a0 Harel Kodesh, former CTO of GE Digital, is also an investor.<\/p>\n<p>\u201cThe PAICe product suite puts Machine Learning in the hands of people that have never been able to use it before,\u201d said Herlocker.\u00a0 \u201cThis is important because Machine Learning-based control algorithms not only outperform classic feedback or feedforward Advanced Process Control, they continuously learn from new process data reducing the need to retune controls and improve over time.\u00a0 With the PAICe product suite, many more manufacturers will now be able to take advantage of the benefits of machine learning in modern manufacturing and process control by increasing process quality, throughput and yield.\u201d<\/p>\n<p>The PAICe product suite enables Machine Learning for more than just predictive maintenance \u2013 it enables it for process optimization and directly in process control loops.\u00a0 It is able to run Machine Learning-based simulations one million times faster than legacy physics-based simulations, allowing manufacturers to have real time feedback control in places that were not possible in the past such as real-time optimization.\u00a0 Key features of the suite include:<\/p>\n<p><b>PAICe Builder<\/b>, a Machine Learning analytics tool easy enough for anyone to use.\u00a0 It provides simple connectivity to OSIsoft PI data historian and other data sources, and is available in both downloadable or cloud versions, allowing you to do analytics anywhere.<\/p>\n<p><b>PAICe Monitor<\/b>, which allows you to easily deploy your analytics to private or public cloud infrastructure and thousands of assets with one click (including Web APIs to ingest and send data to and from data historians).\u00a0 It offers a scalable cloud infrastructure so you can build the analytics you need, and the Tignis managed infrastructure means you only pay for the resources you need.<\/p>\n<p><b>PAICe Maker<\/b>, which deploys and manages machine learning based control algorithms that improve over time with more data.\u00a0 Machine learning models can compute control variables at speed one million times faster than legacy physics-based simulations, allowing real time computation of control.\u00a0 Hybrid on-premise and cloud architecture ensures low latency for control but the best possible model training and learning in the cloud.<\/p>\n<p>Through the company\u2019s extensive beta test program prior to launch, the PAICe product suite is in use by a number industrial clients spanning the Oil and Gas, Semiconductor and Energy industries.\u00a0 Some notable users of the product suite include Tokyo Electron (TEL), Synopsys, Etairon, and Optimum Energy.\u00a0 The product suite is now available directly from Tignis.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f6aaf8c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f6aaf8c\" data-element_type=\"section\" data-settings=\"{\">\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-413bec8\" data-id=\"413bec8\" data-element_type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-9e44ca5 elementor-widget elementor-widget-spacer\" data-id=\"9e44ca5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-spacer\">\n<div class=\"elementor-spacer-inner\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div><\/section><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":35,"featured_media":46049,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[414],"tags":[],"class_list":["post-45798","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tignis-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - 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