{"id":396185,"date":"2020-12-09T07:33:24","date_gmt":"2020-12-09T12:33:24","guid":{"rendered":"http:\/\/www.marketnewsdesk.com\/?p=396185"},"modified":"2020-12-09T07:33:24","modified_gmt":"2020-12-09T12:33:24","slug":"lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem","status":"publish","type":"post","link":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/","title":{"rendered":"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem"},"content":{"rendered":"<p>        <!--.bwalignc { text-align: center; list-style-position: inside }\n.bwlistdisc { list-style-type: disc }\n.bwuline { text-decoration: underline }body {font:normal small Arial,Helvetica,sans-serif;color:#000;background-color:#fff;padding:24px;margin:0;} a img {border:0;} h3 {font-size:medium;color:#000;margin:0 0 1em 0; text-align:center;}-->  <\/p>\n<p class=\"bwalignc\"><b>Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem<\/b><\/p>\n<p>NEW HARTFORD, N.Y.&#8211;(<a href=\"http:\/\/www.businesswire.com\">BUSINESS WIRE<\/a>)&#8211;<span class=\"bwuline\"><b><a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.partech.com%2F&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=ParTech%2C+Inc.&amp;index=1&amp;md5=d5d86e522a682afc44c2e553227f46e0\">ParTech, Inc.<\/a><\/b><\/span> (\u201cParTech\u201d), a leading global provider of point of sale (POS) software and integrated technical solutions to the restaurant and retail industries, has added <span class=\"bwuline\"><b><a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.lineup.ai%2F&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=Lineup&amp;index=2&amp;md5=182bb8bca1c251ed06514aa05ba5fd82\">Lineup<\/a><\/b><\/span>, a sales and labor forecasting solution powered by artificial intelligence, to its Brink POS integration ecosystem.\n<\/p>\n<p>\nLineup puts the power of artificial intelligence into restaurant operators\u2019 hands, allowing them to make more consistent and profit-focused decisions about labor and food. With best-in-class prediction capability and easy-to-use features, Lineup gives restaurant operators timely, actionable, and accurate insights using continuously improving prediction algorithms.\n<\/p>\n<p>\n\u201cQuality insights are critical for restaurants in today\u2019s fast-changing world, and Lineup\u2019s ability to use machine learning to drive quicker, more informed decisions, make it a wonderful fit for our Brink POS integration ecosystem,\u201d said Stephen Lee, Director of Strategic Partnerships at ParTech.\n<\/p>\n<p>\nThrough the power of machine learning, every restaurant on the Lineup platform receives its own custom predictive sales model that is updated daily, driving continuous accuracy improvement, and the ability to rapidly evolve as external factors change.\n<\/p>\n<p>\nLineup\u2019s features have never been more important than they are now, given the uncertainty surrounding COVID-19 and the likely continued impact it will have on restaurants in the future. In fact, Lineup\u2019s predictive capabilities have already returned to pre-COVID-19 accuracy levels and will continue to automatically evolve over time.\n<\/p>\n<p>\nOn approximately 33% of all days, restaurant sales are 20% above or below the 4-week rolling average, a commonly used algorithm for forecasting sales. It\u2019s on these days that restaurants often find themselves over or under-staffed. By leveraging more advanced algorithms, external weather and local event data, Lineup\u2019s predictions are up to 60% more accurate on those days.\n<\/p>\n<p><b>Features<\/b><\/p>\n<ul class=\"bwlistdisc\">\n<li>\nHourly, daily and weekly sales and labor predictions that feed directly into simple, clean labor scheduling features.\n<\/li>\n<li>\nDaily and weekly tracking dashboards that compare hourly predictions to actuals in real-time, enabling proactive labor and food decisions through each day.\n<\/li>\n<li>\nNotifications that inform users if predictions change from when schedules are created\n<\/li>\n<li>\nDaily reflection that gives managers a platform to communicate why they believe actual sales differ from what Lineup predicted. These insights are used both to improve Lineup\u2019s models, and to give restaurant leadership unprecedented visibility into the daily operations across all locations.\n<\/li>\n<\/ul>\n<p><b>About Lineup<\/b><\/p>\n<p>\nLineup is a sales and labor forecasting solution fueled by historical sales data, hyper-local weather data and millions of local events. Lineup&#8217;s advanced machine learning models accurately predict future sales and labor needs. When paired with our clean, simple scheduling features, and real-time progress dashboard, these predictions enable operators to make consistent, profitable decisions across all locations. To learn more, visit <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.lineup.ai%2F&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=https%3A%2F%2Fwww.lineup.ai%2F&amp;index=3&amp;md5=b26f684875e8414eac6f3056f1a1175a\">https:\/\/www.lineup.ai\/<\/a>.\n<\/p>\n<p><b>About PAR Technology Corporation <\/b><\/p>\n<p>\nPAR Technology Corporation through its wholly owned subsidiary ParTech, Inc., is a customer success-driven, global restaurant and retail technology company with over 100,000 restaurants in more than 110 countries using its point of sale hardware and software. ParTech\u2019s Brink POS integration ecosystem enables quick service, fast casual, table service, and cloud restaurants to improve their operational efficiency by combining its cloud-based POS software with the world\u2019s leading restaurant technology platforms. PAR Technology Corporation\u2019s stock is traded on the New York Stock Exchange under the symbol PAR. For more information, visit\u202f<a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.partech.com%2F&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=www.partech.com&amp;index=4&amp;md5=d0c197696a4b6cae1c38d8cbe4004ba0\">www.partech.com<\/a>\u202for connect with PAR on <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.facebook.com%2Fparpointofsale&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=Facebook&amp;index=5&amp;md5=97a381846e842b58707e9e90a21834b6\">Facebook<\/a>\u202for <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.twitter.com%2FPar_tech&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=Twitter&amp;index=6&amp;md5=fcf519683b632151305999b185b594f8\">Twitter<\/a>.\n<\/p>\n<p><img decoding=\"async\" alt=\"\" src=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20201209005074r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" style=\"width:0;height:0\" \/><span class=\"bwct31415\" \/><\/p>\n<p id=\"mmgallerylink\"><span id=\"mmgallerylink-phrase\">View source version on businesswire.com: <\/span><span id=\"mmgallerylink-link\"><a href=\"https:\/\/www.businesswire.com\/news\/home\/20201209005074\/en\/\" rel=\"nofollow\">https:\/\/www.businesswire.com\/news\/home\/20201209005074\/en\/<\/a><\/span><\/p>\n<p>\nChristopher R. Byrnes 315-743-8376<br \/>\n<br \/><a rel=\"nofollow\" href=\"mailto:chris_byrnes@partech.com\">chris_byrnes@partech.com<\/a>, <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.partech.com&amp;esheet=52344944&amp;newsitemid=20201209005074&amp;lan=en-US&amp;anchor=www.partech.com&amp;index=7&amp;md5=ea1c4fa49f2d91927e1e062472c81588\">www.partech.com<\/a><\/p>\n<p><b>KEYWORDS:<\/b> New York United States North America<\/p>\n<p><b>INDUSTRY KEYWORDS:<\/b> Food\/Beverage Satellite Defense Retail Other Defense Software Contracts Supply Chain Management Hardware Data Management Technology Restaurant\/Bar Cruise Supermarket Lodging Specialty Destinations Travel<\/p>\n<p><b>MEDIA:<\/b><\/p>\n<table cellpadding=\"3\" cellspacing=\"3\">\n<tr>\n<td><font face=\"Arial\" size=\"2\"><b>Logo<\/b><\/font><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20201209005074\/en\/1924\/3\/ParLogo281.jpg\" alt=\"Logo\" \/><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\"><\/font><\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem NEW HARTFORD, N.Y.&#8211;(BUSINESS WIRE)&#8211;ParTech, Inc. (\u201cParTech\u201d), a leading global provider of point of sale (POS) software and integrated technical solutions to the restaurant and retail industries, has added Lineup, a sales and labor forecasting solution powered by artificial intelligence, to its Brink POS integration ecosystem. Lineup puts the power of artificial intelligence into restaurant operators\u2019 hands, allowing them to make more consistent and profit-focused decisions about labor and food. With best-in-class prediction capability and easy-to-use features, Lineup gives restaurant operators timely, actionable, and accurate insights using continuously improving prediction algorithms. \u201cQuality insights are critical for restaurants in today\u2019s fast-changing world, and Lineup\u2019s ability to use machine learning to &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-396185","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem - Market Newsdesk<\/title>\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.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem - Market Newsdesk\" \/>\n<meta property=\"og:description\" content=\"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem NEW HARTFORD, N.Y.&#8211;(BUSINESS WIRE)&#8211;ParTech, Inc. (\u201cParTech\u201d), a leading global provider of point of sale (POS) software and integrated technical solutions to the restaurant and retail industries, has added Lineup, a sales and labor forecasting solution powered by artificial intelligence, to its Brink POS integration ecosystem. Lineup puts the power of artificial intelligence into restaurant operators\u2019 hands, allowing them to make more consistent and profit-focused decisions about labor and food. With best-in-class prediction capability and easy-to-use features, Lineup gives restaurant operators timely, actionable, and accurate insights using continuously improving prediction algorithms. \u201cQuality insights are critical for restaurants in today\u2019s fast-changing world, and Lineup\u2019s ability to use machine learning to &hellip; Continue reading &quot;Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/\" \/>\n<meta property=\"og:site_name\" content=\"Market Newsdesk\" \/>\n<meta property=\"article:published_time\" content=\"2020-12-09T12:33:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20201209005074r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" \/>\n<meta name=\"author\" content=\"Newsdesk\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Newsdesk\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\\\/\"},\"author\":{\"name\":\"Newsdesk\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/#\\\/schema\\\/person\\\/482f27a394d4fda80ecb5499e519d979\"},\"headline\":\"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem\",\"datePublished\":\"2020-12-09T12:33:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\\\/\"},\"wordCount\":639,\"image\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cts.businesswire.com\\\/ct\\\/CT?id=bwnews&amp;sty=20201209005074r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\\\/\",\"url\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\\\/\",\"name\":\"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem - 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(\u201cParTech\u201d), a leading global provider of point of sale (POS) software and integrated technical solutions to the restaurant and retail industries, has added Lineup, a sales and labor forecasting solution powered by artificial intelligence, to its Brink POS integration ecosystem. Lineup puts the power of artificial intelligence into restaurant operators\u2019 hands, allowing them to make more consistent and profit-focused decisions about labor and food. With best-in-class prediction capability and easy-to-use features, Lineup gives restaurant operators timely, actionable, and accurate insights using continuously improving prediction algorithms. \u201cQuality insights are critical for restaurants in today\u2019s fast-changing world, and Lineup\u2019s ability to use machine learning to &hellip; Continue reading \"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem\"","og_url":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/","og_site_name":"Market Newsdesk","article_published_time":"2020-12-09T12:33:24+00:00","og_image":[{"url":"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20201209005074r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en","type":"","width":"","height":""}],"author":"Newsdesk","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Newsdesk","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/#article","isPartOf":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/"},"author":{"name":"Newsdesk","@id":"https:\/\/www.marketnewsdesk.com\/#\/schema\/person\/482f27a394d4fda80ecb5499e519d979"},"headline":"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem","datePublished":"2020-12-09T12:33:24+00:00","mainEntityOfPage":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/"},"wordCount":639,"image":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/#primaryimage"},"thumbnailUrl":"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20201209005074r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en","inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/","url":"https:\/\/www.marketnewsdesk.com\/index.php\/lineup-adds-new-machine-learning-capabilities-to-par-technologys-brink-pos-ecosystem\/","name":"Lineup Adds New Machine Learning Capabilities to PAR Technology\u2019s Brink POS\u00ae Ecosystem - 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