{"id":650,"date":"2017-02-02T14:28:47","date_gmt":"2017-02-02T14:28:47","guid":{"rendered":"http:\/\/test.kriesi.at\/enfold-2017\/?page_id=650"},"modified":"2023-10-09T17:05:18","modified_gmt":"2023-10-09T16:05:18","slug":"strategies","status":"publish","type":"page","link":"https:\/\/quantworth.com\/?page_id=650","title":{"rendered":"Strategies"},"content":{"rendered":"<div id='av_section_1'  class='avia-section main_color avia-section-large avia-no-border-styling  avia-bg-style-scroll  avia-builder-el-0  el_before_av_tab_section  avia-builder-el-first   container_wrap sidebar_right' style=' '  ><div class='container' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-650'><div class='entry-content-wrapper clearfix'>\n<div  style='padding-bottom:15px; color:#000000;font-size:40px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-1  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Our strategies offer a differentiated approach <\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#000000'><\/div><\/div><\/div>\n<div  style=' margin-top:10px; margin-bottom:10px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-2  el_after_av_heading  el_before_av_one_half '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#000000;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<div class=\"flex_column av_one_half  flex_column_div av-zero-column-padding first  avia-builder-el-3  el_after_av_hr  el_before_av_one_half  \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p>Our process leverages Big Data. We start with a variety of traditional and non-traditional datasets. The data is cleaned, stored in our data lake and leveraged in the forecasting process.<\/p>\n<\/div><\/section><\/div><div class=\"flex_column av_one_half  flex_column_div av-zero-column-padding   avia-builder-el-5  el_after_av_one_half  avia-builder-el-last  \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p>We process both structured and unstructured data. Structured data refers to financial data, prices, value chain, consumption and population data. Unstructured data is both text and image data. Regardless of the type of data, we have an appropriately chosen, trained AI algorithm to integrate and forecast.<\/p>\n<\/div><\/section><\/div><\/div><\/div><\/main><!-- close content main element --><\/div><\/div><div id='plugins'  class='av-tab-section-container entry-content-wrapper main_color av-tab-slide-transition   av-tab-above-content  avia-builder-el-7  el_after_av_section  el_before_av_section  submenu-not-first container_wrap sidebar_right' style=' '  ><div class='av-tab-section-outer-container'><div class='av-tab-section-tab-title-container avia-tab-title-padding-none av-custom-tab-color' style='background-color:#ffffff; color:#919191; ' role='tablist'><a href='#theme-detection' data-av-tab-section-title='1' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-1'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue82b' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Theme Detection<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#sentiment-analysis' data-av-tab-section-title='2' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-2'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue841' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Sentiment Analysis<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#agent-based-modelling' data-av-tab-section-title='3' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-3'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue8bf' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Agent Based Modelling<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#governance' data-av-tab-section-title='4' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-4'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue8bb' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Governance<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#entity-detection' data-av-tab-section-title='5' class='av-section-tab-title av-active-tab-title no-scroll av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-5'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Entity Detection<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#social' data-av-tab-section-title='6' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-6'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue80b' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Social<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#supercomputing' data-av-tab-section-title='7' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-7'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue8c7' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Supercomputing<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#environmental' data-av-tab-section-title='8' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-8'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue8b8' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Environmental<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#machine-learning' data-av-tab-section-title='9' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-9'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue857' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Machine Learning<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><a href='#data-lake' data-av-tab-section-title='10' class='av-section-tab-title  av-tab-with-icon av-tab-no-image  ' role='tab' tabindex='0' aria-controls='av-tab-section-1-10'><span class='av-tab-section-icon' aria-hidden='true' data-av_icon='\ue894' data-av_iconfont='entypo-fontello'><\/span><span class='av-outer-tab-title'><span class='av-inner-tab-title'>Data Lake<\/span><\/span><span class='av-tab-arrow-container'><span><\/span><\/span><\/a><\/div><div class='av-tab-section-inner-container avia-section-large' style='width:1000vw; left:-400%;'><span class='av_prev_tab_section av_tab_navigation'><\/span><span class='av_next_tab_section av_tab_navigation'><\/span>\n<div id=\"av-tab-section-1-1\" data-av-tab-section-content=\"1\" class=\"av-layout-tab av-animation-delay-container av-active-tab-content __av_init_open  avia-builder-el-8  el_before_av_tab_sub_section  avia-builder-el-first   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"theme-detection\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-9  el_before_av_two_fifth  avia-builder-el-first  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-10  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Theme Detection<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-11  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Our proprietary Natural Language Processing (NLP) algorithms allow us to analyze unstructured and semi-structured data at scale. We source both from traditional sources (news, transcripts, annual reports) as well as various open source data we collect.<\/p>\n<p>We have designed our own scraping platform which enables us to collect data that is customized for our own specific needs.<\/p>\n<\/div><\/section><\/p><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-13  el_after_av_three_fifth  avia-builder-el-last  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-14  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3477 avia-img-lazy-loading-not-3477 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/themedet.jpg\" alt='' title='themedet' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/themedet.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/themedet-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/themedet-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/themedet-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/themedet-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-2\" data-av-tab-section-content=\"2\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-15  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"sentiment-analysis\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-16  el_before_av_three_fifth  avia-builder-el-first  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-17  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3474 avia-img-lazy-loading-not-3474 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/sentiment.jpg\" alt='' title='sentiment' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/sentiment.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/sentiment-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/sentiment-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/sentiment-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/sentiment-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-18  el_after_av_two_fifth  avia-builder-el-last  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-19  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Sentiment Analysis<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-20  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Sentiment analysis relies on reading media outlets, public reports, quarterly \/ annual filings and whatever is accessible in order to understand how positive or negative the company narrative is. Normally this is a slow and laborious task, involving large groups of analysts with various biases of estimating sentiment. This process becomes particularly intense and sometimes impossible during earnings, four times a year, lasting six weeks.<\/p>\n<p>Our systems not only offer more accurate and reliable analysis by reading accessible data at scale but also allow us to read data in various languages across the world \u2013 just imagine how hard this would be for a team of analysts and portfolio managers.<\/p>\n<p>.<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-3\" data-av-tab-section-content=\"3\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-22  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"agent-based-modelling\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-23  el_before_av_three_fifth  avia-builder-el-first  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-24  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3467 avia-img-lazy-loading-not-3467 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/Agent-based-models.png\" alt='' title='Agent-based models' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/Agent-based-models.png 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/Agent-based-models-300x243.png 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/Agent-based-models-768x622.png 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/Agent-based-models-495x400.png 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/Agent-based-models-705x571.png 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-25  el_after_av_two_fifth  avia-builder-el-last  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-26  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Agent Based Modelling<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-27  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Agent Based Modelling (ABM) is a branch of Artificial Intelligence that is not as popular as neural networks. However, it offers unique advantages and is a perfect complement to other computational methods as it allows for reacting to information that has not been seen before (data not trained on) and operating in new environments (as markets transition).<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-4\" data-av-tab-section-content=\"4\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-29  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"governance\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-30  el_before_av_two_fifth  avia-builder-el-first  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-31  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Governance<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-32  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Governance is about making decisions and we believe good governance is central to the agency relationship between management and us, as shareholders. Fairness, transparency, good ethics, diversity and a well functioning board are principles which we just use in managing our business but also expect to see high and improving standards in our investments.<\/p>\n<p>Our approach to investing in well-governed companies is differentiated by our technology. Our edge in identifying good governance comes from being able to infer governance scores for companies that are too small to be properly understood by the wider investment community.<\/p>\n<\/div><\/section><\/p><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-34  el_after_av_three_fifth  avia-builder-el-last  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-35  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3471 avia-img-lazy-loading-not-3471 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/governance.jpg\" alt='' title='governance' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/governance.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/governance-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/governance-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/governance-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/governance-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-5\" data-av-tab-section-content=\"5\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-36  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"entity-detection\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-37  el_before_av_two_fifth  avia-builder-el-first  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-38  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Entity Detection<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-39  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>It is also important to &#8220;connect the dots&#8221; when reading news, reports, quarterly filings and other sources. Which companies, what products, which key people were mentioned? How are they related? Have they been mentioned in the previous discussions?<\/p>\n<p>All of these are consistently reviewed and evaluated, across all the sources we see (as well as new ones we add over time).<\/p>\n<\/div><\/section><\/p><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-41  el_after_av_three_fifth  avia-builder-el-last  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-42  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3469 avia-img-lazy-loading-not-3469 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/entity.jpg\" alt='' title='entity' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/entity.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/entity-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/entity-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/entity-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/entity-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-6\" data-av-tab-section-content=\"6\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-43  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"social\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-44  el_before_av_three_fifth  avia-builder-el-first  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-45  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3475 avia-img-lazy-loading-not-3475 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/social.jpg\" alt='' title='social' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/social.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/social-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/social-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/social-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/social-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-46  el_after_av_two_fifth  avia-builder-el-last  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-47  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Social<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-48  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Society is a central pillar to economic activity. B2B enterprises and governments alike exist to ultimately serve consumers. Businesses can not prosper, in the long term, unless they have a positive contribution to society. Social order means a stable society and a stable society means a business can continue operating for a long time. Our investment process centers around looking for companies that are making positive contributions to society, as well as striving to do better.<\/p>\n<p>Our approach to investing in a sustainable way is differentiated by our technology. Our edge in social investing comes from being able to infer social scores for companies that are too small to be properly understood by the wider investment community.<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-7\" data-av-tab-section-content=\"7\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-50  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"supercomputing\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-51  el_before_av_three_fifth  avia-builder-el-first  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-52  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3468 avia-img-lazy-loading-not-3468 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/autoscaling.jpg\" alt='' title='autoscaling' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/autoscaling.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/autoscaling-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/autoscaling-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/autoscaling-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/autoscaling-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-53  el_after_av_two_fifth  avia-builder-el-last  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-54  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Supercomputing<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-55  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>We borrow computational techniques from Computational Fluid Dynamics in Physics. Our High Performance Computing cluster allows us to run over 650 computing cores in parallel, accomplishing in two hours something which would take weeks to compute with a traditional architecture.<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-8\" data-av-tab-section-content=\"8\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-57  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"environmental\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-58  el_before_av_two_fifth  avia-builder-el-first  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-59  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Environmental<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-60  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>The environment is the medium in which we live our lives. It concerns every aspect of what we do, including making investments. Thus, it makes total sense that our investments would also act in accordance with our interests. Our investment process centers around looking for companies that are making positive contributions to the environment, as well as striving to do better.<\/p>\n<p>Our approach to investing in a sustainable way is differentiated by our technology. Our edge in environmental investing comes from being able to infer environmental scores for companies that are too small to be properly understood by the wider investment community.<\/p>\n<\/div><\/section><\/p><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-62  el_after_av_three_fifth  avia-builder-el-last  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-63  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3470 avia-img-lazy-loading-not-3470 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/environmental.jpg\" alt='' title='environmental' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/environmental.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/environmental-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/environmental-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/environmental-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/environmental-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-9\" data-av-tab-section-content=\"9\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-64  el_after_av_tab_sub_section  el_before_av_tab_sub_section   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"machine-learning\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-65  el_before_av_two_fifth  avia-builder-el-first  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-66  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Machine Learning<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-67  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Machine Learning is a wonderful tool but it&#8217;s not the universal solution the media would make you believe.\u00a0 We believe the best approach is to mix and match best computational techniques with the appropriate tasks.<\/p>\n<p>This computational technique works best at automating decisions that have to be taken in a stationary environment. In an investment context, these tend to be more mundane tasks, like detecting whether a company is impacted by a certain theme (or not). These inferences are made continuously, allowing us to detect changes in a thematic for a company ahead of the street.<\/p>\n<\/div><\/section><\/p><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-69  el_after_av_three_fifth  avia-builder-el-last  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-70  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3472 avia-img-lazy-loading-not-3472 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/machine-learning.jpg\" alt='' title='machine learning' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/machine-learning.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/machine-learning-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/machine-learning-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/machine-learning-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/machine-learning-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><div id=\"av-tab-section-1-10\" data-av-tab-section-content=\"10\" class=\"av-layout-tab av-animation-delay-container   avia-builder-el-71  el_after_av_tab_sub_section  avia-builder-el-last   \" style='vertical-align:middle; background-color:#35383c; ' data-av-tab-color='#35383c' data-av-tab-bg-color='#35383c'  data-tab-section-id=\"data-lake\"><div class='av-layout-tab-inner'><div class='container'><p><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding first  avia-builder-el-72  el_before_av_three_fifth  avia-builder-el-first  \" style='border-radius:0px; '><div  class='avia-image-container  av-styling-    avia-builder-el-73  avia-builder-el-no-sibling  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img decoding=\"async\" class='wp-image-3473 avia-img-lazy-loading-not-3473 avia_image' src=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/relational_graph.jpg\" alt='' title='relational_graph' height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/relational_graph.jpg 845w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/relational_graph-300x243.jpg 300w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/relational_graph-768x622.jpg 768w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/relational_graph-495x400.jpg 495w, https:\/\/quantworth.com\/wp-content\/uploads\/2021\/04\/relational_graph-705x571.jpg 705w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_three_fifth  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding   avia-builder-el-74  el_after_av_two_fifth  avia-builder-el-last  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; color:#ffffff;font-size:30px;' class='av-special-heading av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-75  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >Data Lake<\/h1><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:30px; margin-bottom:30px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-76  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#ffffff;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>Our data lake is a unique blend of storage solutions &#8211; object-based storage, document storage, relational and graph databases. Certain datasets are easier to store and retrieve in a specific storage solution, both for speed and scalability. Security is paramount, which is why our data is stored both in transit and at rest.<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div id='av_section_2'  class='avia-section main_color avia-section-large avia-no-border-styling  avia-bg-style-scroll  avia-builder-el-78  el_after_av_tab_section  el_before_av_section   container_wrap sidebar_right' style=' '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-650'><div class='entry-content-wrapper clearfix'>\n<div class=\"flex_column av_one_half  flex_column_div av-zero-column-padding first  avia-builder-el-79  el_before_av_one_half  avia-builder-el-first  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; font-size:40px;' class='av-special-heading av-special-heading-h2  blockquote modern-quote  avia-builder-el-80  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >Our Workflow<\/h2><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:10px; margin-bottom:10px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-81  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#000000;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p>While our process is end-to-end digital, it does not mean there are no people involved. We prefer to think of our process as &#8220;human in the middle&#8221; &#8211; the algorithms collect data, learn, forecast, build portfolios and manage risks. Portfolio managers oversee the outcomes and make adjustments as needed.<\/p>\n<\/div><\/section><\/p><\/div><div class=\"flex_column av_one_half  flex_column_div av-zero-column-padding   avia-builder-el-83  el_after_av_one_half  avia-builder-el-last  \" style='border-radius:0px; '><p><div  style='padding-bottom:0px; font-size:40px;' class='av-special-heading av-special-heading-h2  blockquote modern-quote  avia-builder-el-84  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >Our customer focus<\/h2><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div  style=' margin-top:10px; margin-bottom:10px;'  class='hr hr-custom hr-left hr-icon-no   avia-builder-el-85  el_after_av_heading  el_before_av_textblock '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#000000;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p>Being digital does not have to mean poor or no customer service. On the contrary, we enhance our customer service by being more transparent and accessible to our customers. Technology is not a substitute for human interaction! Best in class customer service is accomplished by blending technology with a personal touch!<\/p>\n<\/div><\/section><\/p><\/div><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_3'  class='avia-section main_color avia-section-huge avia-no-border-styling  avia-full-stretch av-section-color-overlay-active avia-bg-style-fixed  avia-builder-el-87  el_after_av_section  el_before_av_section   container_wrap sidebar_right' style='background-repeat: no-repeat; background-image: url(https:\/\/quantworth.com\/wp-content\/uploads\/2017\/02\/banner-news-alt-3.jpg);background-attachment: fixed; background-position: center center;  '  data-section-bg-repeat='stretch'><div class='av-section-color-overlay-wrap'><div class='av-section-color-overlay' style='opacity: 0.7; background-color: #000000; '><\/div><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-650'><div class='entry-content-wrapper clearfix'>\n<div class=\"flex_column av_one_fifth  flex_column_div av-zero-column-padding first  avia-builder-el-88  el_before_av_three_fifth  avia-builder-el-first  \" style='border-radius:0px; '><\/div><div class=\"flex_column av_three_fifth  flex_column_div av-zero-column-padding   avia-builder-el-89  el_after_av_one_fifth  el_before_av_one_fifth  \" style='border-radius:0px; '><p><div  style='padding-bottom:20px; color:#ffffff;font-size:40px;' class='av-special-heading av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-90  el_before_av_textblock  avia-builder-el-first  av-inherit-size '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >Technology is core<\/h2><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  av_inherit_color '  style='color:#ffffff; '  itemprop=\"text\" ><p>The evolution of computing, beginning in the 1950s, has traversed the mainframe era, the personal computing era, and currently, we find ourselves approaching the twilight of the smartphone era. While IoT has been defined to some extent, it has yet to witness widespread implementation, widespread adoption, and the consequential impact on productivity.<\/p>\n<p>In summary, computers have enabled the execution of index investing and quantitative strategies, resulting in reduced costs for investors and a decline in profitability for the asset management industry, particularly for traditional fundamental asset managers who have seen limited benefits beyond email and Excel.<\/p>\n<p>Moreover, this technological advancement has fueled the exponential growth of global information, often referred to as &#8220;Big Data,&#8221; which traditional fundamental asset managers struggle to harness.<\/p>\n<p>We remain committed to fundamental investing, but unlike many others in the market, we have embraced a fully digital approach. Our operations encompass large-scale data ingestion, a proprietary data repository, automated forecasting, portfolio construction, risk management, and client reporting.<\/p>\n<p>To succeed in the next generation of fundamental asset management, it&#8217;s essential to adopt a technologist&#8217;s mindset and leverage cutting-edge tools and techniques.<\/p>\n<\/div><\/section><\/p><\/div><div class=\"flex_column av_one_fifth  flex_column_div av-zero-column-padding   avia-builder-el-92  el_after_av_three_fifth  avia-builder-el-last  \" style='border-radius:0px; '><\/div><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div><div id='av_section_4'  class='avia-section main_color avia-section-large avia-no-border-styling  avia-bg-style-scroll  avia-builder-el-93  el_after_av_section  avia-builder-el-last   container_wrap sidebar_right' style='background-color: #f8f8f8;  '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-650'><div class='entry-content-wrapper clearfix'>\n<div  style='padding-bottom:0px; font-size:40px;' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered  avia-builder-el-94  el_before_av_hr  avia-builder-el-first  av-inherit-size '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >What others say about us&#8230;<\/h2><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div  style=' margin-top:50px; margin-bottom:50px;'  class='hr hr-custom hr-center hr-icon-no   avia-builder-el-95  el_after_av_heading  el_before_av_testimonials '><span class='hr-inner  inner-border-av-border-fat' style=' width:50px; border-color:#000000;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<div   data-autoplay='1'  data-interval='5'  data-animation='fade'  data-hoverpause='1'  class='avia-testimonial-wrapper avia-grid-testimonials avia-grid-2-testimonials avia_animate_when_almost_visible   '>\n<section class ='avia-testimonial-row'><div class='avia-testimonial av_one_half flex_column no_margin avia-testimonial-row-1 avia-first-testimonial' ><div class='avia-testimonial_inner'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia-testimonial-image'  itemprop=\"image\"  style='background-image:url(https:\/\/quantworth.com\/wp-content\/uploads\/2019\/06\/anon3-2-180x180.jpg);'><\/div><div class='avia-testimonial-content '  ><div class='avia-testimonial-markup-entry-content'  itemprop=\"text\" ><p>This is the way of the future. With time, more fund managers will have to take an approach like this to remain competitive.<\/p>\n<\/div><\/div><div class='avia-testimonial-meta'><div class='avia-testimonial-arrow-wrap'><div class='avia-arrow'><\/div><\/div><div class='avia-testimonial-meta-mini'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><strong  class='avia-testimonial-name'    itemprop=\"name\" >Confidential<\/strong><span  class='avia-testimonial-subtitle '    itemprop=\"jobTitle\" >Fund marketing<\/span><\/div><\/div><\/div><\/div>\n<div class='avia-testimonial av_one_half flex_column no_margin avia-testimonial-row-1 avia-last-testimonial' ><div class='avia-testimonial_inner'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia-testimonial-image'  itemprop=\"image\"  style='background-image:url(https:\/\/quantworth.com\/wp-content\/uploads\/2019\/06\/avatar1-2-180x180.jpg);'><\/div><div class='avia-testimonial-content '  ><div class='avia-testimonial-markup-entry-content'  itemprop=\"text\" ><p>This is a seamless combination of a classical approach with cutting-edge AI technology.<\/p>\n<\/div><\/div><div class='avia-testimonial-meta'><div class='avia-testimonial-arrow-wrap'><div class='avia-arrow'><\/div><\/div><div class='avia-testimonial-meta-mini'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><strong  class='avia-testimonial-name'    itemprop=\"name\" >Confidential<\/strong><span  class='avia-testimonial-subtitle '    itemprop=\"jobTitle\" >Asset allocator<\/span><\/div><\/div><\/div><\/div><\/section>\n<section class ='avia-testimonial-row'><div class='avia-testimonial av_one_half flex_column no_margin avia-testimonial-row-2 avia-first-testimonial' ><div class='avia-testimonial_inner'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia-testimonial-image'  itemprop=\"image\"  style='background-image:url(https:\/\/quantworth.com\/wp-content\/uploads\/2019\/06\/anon2-2-180x180.jpg);'><\/div><div class='avia-testimonial-content '  ><div class='avia-testimonial-markup-entry-content'  itemprop=\"text\" ><p>We love the confluence of deep experience of the team and a technological edge, resulting in a very unique product.<\/p>\n<\/div><\/div><div class='avia-testimonial-meta'><div class='avia-testimonial-arrow-wrap'><div class='avia-arrow'><\/div><\/div><div class='avia-testimonial-meta-mini'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><strong  class='avia-testimonial-name'    itemprop=\"name\" >Confidential<\/strong><span  class='avia-testimonial-subtitle '    itemprop=\"jobTitle\" >Seeding partner<\/span><\/div><\/div><\/div><\/div>\n<div class='avia-testimonial av_one_half flex_column no_margin avia-testimonial-row-2 avia-last-testimonial' ><div class='avia-testimonial_inner'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia-testimonial-image'  itemprop=\"image\"  style='background-image:url(https:\/\/quantworth.com\/wp-content\/uploads\/2019\/06\/avatar1-2-180x180.jpg);'><\/div><div class='avia-testimonial-content '  ><div class='avia-testimonial-markup-entry-content'  itemprop=\"text\" ><p>Any single one of these modules is a differentiation in and of itself. This innovation is amazing, keep it up!<\/p>\n<\/div><\/div><div class='avia-testimonial-meta'><div class='avia-testimonial-arrow-wrap'><div class='avia-arrow'><\/div><\/div><div class='avia-testimonial-meta-mini'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><strong  class='avia-testimonial-name'    itemprop=\"name\" >Confidential<\/strong><span  class='avia-testimonial-subtitle '    itemprop=\"jobTitle\" >Asset Management<\/span><\/div><\/div><\/div><\/div><\/section>\n<\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_4'  class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-650'><div class='entry-content-wrapper clearfix'><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"class_list":["post-650","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/quantworth.com\/index.php?rest_route=\/wp\/v2\/pages\/650","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/quantworth.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/quantworth.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/quantworth.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/quantworth.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=650"}],"version-history":[{"count":29,"href":"https:\/\/quantworth.com\/index.php?rest_route=\/wp\/v2\/pages\/650\/revisions"}],"predecessor-version":[{"id":3755,"href":"https:\/\/quantworth.com\/index.php?rest_route=\/wp\/v2\/pages\/650\/revisions\/3755"}],"wp:attachment":[{"href":"https:\/\/quantworth.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=650"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}