{"id":548,"date":"2023-05-02T11:32:36","date_gmt":"2023-05-02T11:32:36","guid":{"rendered":"https:\/\/nag.com\/?post_type=case-studies&#038;p=548"},"modified":"2023-09-05T10:05:56","modified_gmt":"2023-09-05T10:05:56","slug":"personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components","status":"publish","type":"case-studies","link":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/","title":{"rendered":"Personalized Portfolios Get Daily Tune-up With Help of <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG Optimization Components"},"content":{"rendered":"\n<div class=\"gbc-title-banner ta ta-lg ta-xl\" style='background-color: #082d48ff; color: #ffffffff; border-radius: 0px; '>\n    <div class=\"container\" style='border-radius: 0px; '>\n        <div class=\"row justify-content--center\" style='color: #ffffffff;'>\n            <div class=\"col-12\"  >\n                <div class=\"wrap pv-2 \" style=\"0px\">\n                                <div class=\"col-12 col-md-12 col-lg-10 col-xl-8  banner-content\"  >\n    \n                                             <h1>Personalized Portfolios Get Daily Tune-up With Help of <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG Optimization Components<\/h1>\n                    \n                    <div class=\"mt-1 mb-1 content\"><p>Case Study<\/p>\n<\/div>\n\n                    \n                                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<!-- Spacer -->\n<div class=\"pt-4 pt-lg-4 pt-xl-4\" ><\/div>\n\n<div class=\"container content-area-default \">\n    <div class=\"row justify-content--center\">\n        <div class=\"col-12 col-md-12 col-lg-10 col-xl-8\">\n            <p>Financial institutions struggle to provide efficient and personalized management of thousands of investor portfolios. Smartleaf co-founder Gerard Michael notes, \u201cSeparate account management is typically costly, error prone, and inconsistent. While clients want both tax sensitivity and personalization, they get little of either. Many portfolios are reviewed sporadically, often just once each quarter for rebalancing.\u201d Michael and his team developed Smartleaf Portfolio Manager, with <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG optimization components, to make efficient and personalized account management possible for even the largest financial services companies responsible for thousands of client portfolios.<\/p>\n<h3>Open Architecture and Advanced Analytics Enable Superior Performance and Personalized Service<\/h3>\n<p>To differentiate themselves, financial institutions are now embracing the concept of \u2018open architecture\u2019 where in-house investment models can be blended with models purchased from third party investment firms. Smartleaf enables managers to choose the appropriate research models to best match client requirements for investment portfolios.<\/p>\n<p>In addition, Smartleaf analyzes every account every day and generates client-specific trade recommendations that are tax, risk and expense sensitive, and that take into account any specific customization requests from the client. These trade recommendations enable account executives to provide significantly greater value to clients and show clients how their portfolios may be moved cost-effectively to their targeted composition.<\/p>\n<p>The trade recommendations provided by Smartleaf are the product of the Smartleaf \u201ctrade-off engine\u201d, a software feature made possible by <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG optimization components. The more typical approach to producing recommendations is through the creation of a set of \u201crules\u201d from which the software makes decisions and recommendations. Incorporating the various possible investments, tax regulations and other requirements tends to produce an unwieldy set of input parameters. Using <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG components, Smartleaf has been able to provide better performance and less complexity. Perhaps the ultimate benefit of this sophisticated software technology is that account managers can devote more attention to understanding client requirements and help clients to make better investment decisions.<\/p>\n<h3>Stability and Breadth One Can Trust Independent Software Vendors<\/h3>\n<p>(ISVs) know how specialized expertise can readily translate into advantages in highly competitive markets. In particular, Smartleaf&#8217;s creators understood that time-to-market was critical and focused on developing a system that could translate modern portfolio theory, tax theory and analytics into a unified system. <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG&#8217;s reputation and the comprehensive nature of the <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG Library made the selection of <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG components the obvious choice.<\/p>\n<h3>A Partner One Can Count On<\/h3>\n<p>Mark Nitzberg, co-founder\/CTO of Smartleaf, comments, \u201cOur relationship with <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG has been positive since the very beginning. Whenever our development team had questions, <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG&#8217;s staff were quick to answer and provide us the support we needed. The documentation that <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG provides is excellent and presented very well in layers of detail. <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG makes everything very available and easy-to-find.\u201d\u201cWhen we first started three years ago, we knew that we had potential in the market and <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG knew it too. We were a small company, but <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG&#8217;s CEO (former), Rob Meyer, went out of his way to regularly visit us and offer assistance. <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG is a partner Smartleaf can count on.\u201d<\/p>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div class=\"gbc-title-banner tac tac-lg tac-xl\" style='border-radius: 0px; '>\n    <div class=\"container\" style='border-radius: 0px; '>\n        <div class=\"row justify-content--center\" >\n            <div class=\"col-12\"  >\n                <div class=\"wrap pv-4 \" style=\"0pxbackground-color: \">\n                                <div class=\"col-12 col-md-12 col-lg-10 col-xl-8  banner-content\"  >\n    \n                    \n                    <div class=\"mt-1 mb-1 content\"><\/div>\n\n                    \n                    <a href='https:\/\/nag.com\/mathematical-optimization\/' style='background-color: #92a6bcff; color: #ffffffff; border-radius: 30px; font-weight: 600; ' class='btn mr-1  ' target=\"_blank\">Learn more <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG Library <i class='fas fa-angle-right'><\/i><\/a>                <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Financial institutions struggle to provide efficient and personalized management of thousands of investor portfolios. Smartleaf co-founder Gerard Michael notes, \u201cSeparate account management is typically costly, error prone, and inconsistent. While clients want both tax sensitivity and personalization, they get little of either. Many portfolios are reviewed sporadically, often just once each quarter for rebalancing.\u201d Michael and his team developed Smartleaf Portfolio Manager, with <span class=\"nag-n-override\" style=\"margin-left: 0 !important;\"><i>n<\/i><\/span>AG optimization components, to make efficient and personalized account management possible for even the largest financial services companies responsible for thousands of client portfolios.<\/p>\n","protected":false},"author":16,"featured_media":552,"parent":0,"menu_order":0,"template":"","meta":{"content-type":"","footnotes":""},"post-tag":[27,18],"class_list":["post-548","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components - nAG<\/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:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components - nAG\" \/>\n<meta property=\"og:description\" content=\"Financial institutions struggle to provide efficient and personalized management of thousands of investor portfolios. Smartleaf co-founder Gerard Michael notes, \u201cSeparate account management is typically costly, error prone, and inconsistent. While clients want both tax sensitivity and personalization, they get little of either. Many portfolios are reviewed sporadically, often just once each quarter for rebalancing.\u201d Michael and his team developed Smartleaf Portfolio Manager, with NAG optimization components, to make efficient and personalized account management possible for even the largest financial services companies responsible for thousands of client portfolios.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/\" \/>\n<meta property=\"og:site_name\" content=\"nAG\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-05T10:05:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"780\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@NAGTalk\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/\",\"url\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/\",\"name\":\"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components - nAG\",\"isPartOf\":{\"@id\":\"https:\/\/nag.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg\",\"datePublished\":\"2023-05-02T11:32:36+00:00\",\"dateModified\":\"2023-09-05T10:05:56+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#primaryimage\",\"url\":\"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg\",\"contentUrl\":\"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg\",\"width\":780,\"height\":600},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/nag.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Case Studies\",\"item\":\"https:\/\/nag.com\/case-studies\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/nag.com\/#website\",\"url\":\"https:\/\/nag.com\/\",\"name\":\"NAG\",\"description\":\"Robust, trusted numerical software and computational expertise.\",\"publisher\":{\"@id\":\"https:\/\/nag.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/nag.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/nag.com\/#organization\",\"name\":\"Numerical Algorithms Group\",\"alternateName\":\"NAG\",\"url\":\"https:\/\/nag.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/nag.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/nag.com\/wp-content\/uploads\/2023\/11\/NAG-Logo.png\",\"contentUrl\":\"https:\/\/nag.com\/wp-content\/uploads\/2023\/11\/NAG-Logo.png\",\"width\":1244,\"height\":397,\"caption\":\"Numerical Algorithms Group\"},\"image\":{\"@id\":\"https:\/\/nag.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/NAGTalk\",\"https:\/\/www.linkedin.com\/company\/nag\/\",\"https:\/\/www.youtube.com\/user\/NumericalAlgorithms\",\"https:\/\/github.com\/numericalalgorithmsgroup\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components - nAG","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/","og_locale":"en_US","og_type":"article","og_title":"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components - nAG","og_description":"Financial institutions struggle to provide efficient and personalized management of thousands of investor portfolios. Smartleaf co-founder Gerard Michael notes, \u201cSeparate account management is typically costly, error prone, and inconsistent. While clients want both tax sensitivity and personalization, they get little of either. Many portfolios are reviewed sporadically, often just once each quarter for rebalancing.\u201d Michael and his team developed Smartleaf Portfolio Manager, with NAG optimization components, to make efficient and personalized account management possible for even the largest financial services companies responsible for thousands of client portfolios.","og_url":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/","og_site_name":"nAG","article_modified_time":"2023-09-05T10:05:56+00:00","og_image":[{"width":780,"height":600,"url":"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@NAGTalk","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/","url":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/","name":"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components - nAG","isPartOf":{"@id":"https:\/\/nag.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#primaryimage"},"image":{"@id":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#primaryimage"},"thumbnailUrl":"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg","datePublished":"2023-05-02T11:32:36+00:00","dateModified":"2023-09-05T10:05:56+00:00","breadcrumb":{"@id":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#primaryimage","url":"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg","contentUrl":"https:\/\/nag.com\/wp-content\/uploads\/2023\/05\/chris-liverani-dbi_my696rk-unsplash.jpg","width":780,"height":600},{"@type":"BreadcrumbList","@id":"https:\/\/nag.com\/case-studies\/personalized-portfolios-get-daily-tune-up-with-help-of-nag-optimization-components\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/nag.com\/"},{"@type":"ListItem","position":2,"name":"Case Studies","item":"https:\/\/nag.com\/case-studies\/"},{"@type":"ListItem","position":3,"name":"Personalized Portfolios Get Daily Tune-up With Help of NAG Optimization Components"}]},{"@type":"WebSite","@id":"https:\/\/nag.com\/#website","url":"https:\/\/nag.com\/","name":"NAG","description":"Robust, trusted numerical software and computational expertise.","publisher":{"@id":"https:\/\/nag.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/nag.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/nag.com\/#organization","name":"Numerical Algorithms Group","alternateName":"NAG","url":"https:\/\/nag.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/nag.com\/#\/schema\/logo\/image\/","url":"https:\/\/nag.com\/wp-content\/uploads\/2023\/11\/NAG-Logo.png","contentUrl":"https:\/\/nag.com\/wp-content\/uploads\/2023\/11\/NAG-Logo.png","width":1244,"height":397,"caption":"Numerical Algorithms Group"},"image":{"@id":"https:\/\/nag.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/NAGTalk","https:\/\/www.linkedin.com\/company\/nag\/","https:\/\/www.youtube.com\/user\/NumericalAlgorithms","https:\/\/github.com\/numericalalgorithmsgroup"]}]}},"_links":{"self":[{"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/case-studies\/548","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/case-studies"}],"about":[{"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/types\/case-studies"}],"author":[{"embeddable":true,"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/users\/16"}],"version-history":[{"count":11,"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/case-studies\/548\/revisions"}],"predecessor-version":[{"id":3653,"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/case-studies\/548\/revisions\/3653"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/media\/552"}],"wp:attachment":[{"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/media?parent=548"}],"wp:term":[{"taxonomy":"post-tag","embeddable":true,"href":"https:\/\/nag.com\/wp-json\/wp\/v2\/post-tag?post=548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}