{"id":3823,"date":"2024-03-04T08:45:00","date_gmt":"2024-03-04T08:45:00","guid":{"rendered":"https:\/\/alterdomus.com\/?post_type=insights&#038;p=3823"},"modified":"2024-03-03T19:21:18","modified_gmt":"2024-03-03T19:21:18","slug":"data-data-everywhere","status":"publish","type":"insights","link":"https:\/\/alterdomus.com\/insight\/data-data-everywhere\/","title":{"rendered":"Data, data, everywhere: how investors in alternatives can scale the information mountain"},"content":{"rendered":"\n<div class=\"wp-block-filter-blocks-container filter-article-header-container filter-article-news has-ffeec-8-background-color has-background\"><div class=\"filter-container\" style=\"background-color:#ffeec8\"><div class=\"filter-container-background-image\" style=\"background-position:center center;background-repeat:no-repeat;background-size:cover\"><\/div><div class=\"container\"><div class=\"filter-container--inner filter-block-wrapper\">\n<div class=\"wp-block-filter-blocks-section is-style-standard\"><div class=\"filter-section\"><div class=\"filter-section--inner\">\n<p class=\"has-large-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--xl)\">Analysis<\/p>\n\n\n<h1 style=\"margin-bottom:var(--wp--preset--spacing--m);\" class=\"wp-block-post-title has-huge-font-size\">Data, data, everywhere: how investors in alternatives can scale the information mountain<\/h1>\n\n\n<hr class=\"wp-block-separator has-text-color has-filter-primary-color has-alpha-channel-opacity has-filter-primary-background-color has-background is-style-default\" style=\"margin-top:var(--wp--preset--spacing--2-xl);margin-bottom:var(--wp--preset--spacing--m)\"\/>\n\n\n\n<div class=\"wp-block-columns filter-article-meta-container is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-3333c3a8 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-4b827052 wp-block-group-is-layout-flex\">\n<p style=\"margin-top:0;margin-bottom:0\">David Pratt <\/p>\n\n\n\n<p class=\"mt-1 has-constantia-font-family has-xsmall-font-size\" style=\"margin-top:0;margin-bottom:0\"><em>Asset Owners Solutions Product Manager, Alter Domus<\/em><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"has-text-align-right wp-block-post-date has-small-font-size\"><time datetime=\"2024-03-04T08:45:00+00:00\">4 March 2024<\/time><\/div><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-filter-blocks-container filter-article-content-container\"><div class=\"filter-container\"><div class=\"filter-container-background-image\" style=\"background-position:center center;background-repeat:no-repeat;background-size:cover\"><\/div><div class=\"container\"><div class=\"filter-container--inner filter-block-wrapper\">\n<div class=\"wp-block-filter-blocks-section is-style-standard\"><div class=\"filter-section\"><div class=\"filter-section--inner\"><figure style=\"height:250px;\" class=\"wp-block-post-featured-image\"><img fetchpriority=\"high\" decoding=\"async\" width=\"7952\" height=\"5304\" src=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-colleagues-analyzig-data-on-screen.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"technology colleagues analyzing data on screen\" style=\"border-radius:32px;height:250px;object-fit:cover;\" srcset=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-colleagues-analyzig-data-on-screen.jpg 7952w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-colleagues-analyzig-data-on-screen-300x200.jpg 300w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-colleagues-analyzig-data-on-screen-1024x683.jpg 1024w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-colleagues-analyzig-data-on-screen-768x512.jpg 768w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-colleagues-analyzig-data-on-screen-1536x1025.jpg 1536w\" sizes=\"(max-width: 7952px) 100vw, 7952px\" \/><\/figure>\n\n\n<p>The last decade has seen investment in private capital markets shift from a niche strategy to a core part of the fund playbook for asset owners of all types. Be it private equity, private debt, or real assets, the reasons why this investment shift has occurred are abundantly clear. <\/p>\n\n\n\n<p>Firstly, investors can balance the overall quality and strength of their portfolio through diversification across these asset classes, which have broadly been providing above average returns. Secondly, the stock and bond markets have proved to be volatile hunting grounds, and alternative asset classes have proven to be a great hedge against this.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>A long way up to the data peak<\/strong><\/p>\n\n\n\n<p>While they may differ in terms of scale and focus, wealth management arms of multi-national banks, multi-family focused managers, pension funds, and college endowments have all found success in the alternative arena. But as is often the case, success can be a double-edged sword and though these investors vary as institutions, they all face a common \u2013 and ever increasing &#8211; problem: data management.<\/p>\n\n\n\n<p>As the phrase goes, for every action there\u2019s an equal and opposite reaction, and as investors have increased the volume and size of funds within alt markets, the volume of data flowing in from asset managers has become mountainous. In conversations we here at Alter Domus have had with our clients, the story is the same: the data that comes their way is largely unstructured, in non-standard formats, and is generally not digitized.<\/p>\n\n\n\n<p>This manifests itself in multiple problematic ways; not only is the operational task of aggregating and normalizing this data costly, slow, and labor intensive, but the manual nature of the process diminishes levels of accuracy.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>No base camp for investors<\/strong><\/p>\n\n\n\n<p>A chief investment officer of a well-respected large multi-family investment house recently highlighted how the manual collation and fragmented delivery of data affects what happens in the front office on the front line of analysis.<\/p>\n\n\n\n<p>\u201cThe challenge we face is that, as this piece-meal data flows in, we aren\u2019t getting a clear picture of risk and opportunity across our entire portfolio. We need to trust our data. And that\u2019s very hard to do that when there\u2019s a chain of processes with far too many potential points of failure.\u201d<\/p>\n\n\n\n<p>These data problems are further compounded by everything from compliance and data security to regulatory demands. Factor in an over-reliance on legacy tools, from spreadsheets to emails to out-of-date accounting systems, and the multiple sources data flows in from, and the issue is deepened further still.<\/p>\n\n\n\n<p>Ultimately, with allocations to alts rising, investors need to maintain their competitive edge. That \u2018edge\u2019 is the outcome of having a clear view of the operational performance of companies and assets within their portfolio, which in turn informs their current and future decision making.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Expensive Sherpas for the expedition<\/strong><\/p>\n\n\n\n<p>It would also be remiss not to talk about the labor issues that have developed because of the increase of capital flows into alternative markets. Outside of hiring in more investment professionals as funds scale, the operations, finance, and support teams that surround them to deal with data have exponentially grown too. <\/p>\n\n\n\n<p>It\u2019s been well documented that the labor market for talent in these areas has become ultra-competitive, meaning hiring and staffing costs have risen accordingly. Finding people with the requisite data skillset and understanding of markets is set to be an ongoing challenge.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Conquering the data Everest<\/strong><\/p>\n\n\n\n<p>So, what\u2019s the solution to dealing with the data? The answer is two-fold; Firstly, businesses must employ and utilise a combination of market data knowledge and market leading technology. Secondly, companies need to look beyond their own walls to acquire that transformative combination. Put simply, building your own technology solutions, when your primary focus should be on your investment strategies, is prohibitively expensive, and time consuming to run, maintain, and constantly upgrade.<\/p>\n\n\n\n<p>That\u2019s why it\u2019s imperative to partner with the right third parties who have the people and technology ready to go. And that\u2019s also why Alter Domus has invested in building first class solutions that have been specifically designed to deal with asset owners\u2019 data dilemmas.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>The view from the top<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/alterdomus.com\/services\/data-extraction-and-harmonization\/digitize-investor-statements\/\" target=\"_blank\" rel=\"noreferrer noopener\">Alter Domus <em>Digitize \u2013 Investor<\/em> <em>Statements<\/em> solution <\/a>is designed to ingest any volume of complex investor documents, from capital calls to distribution notices and capital account statements, and to provide our clients with instantaneous access to actionable data. This managed service uses a combination of people, process, and automated technology to extract, validate, and deliver critical datasets to your preferred reporting systems downstream.<\/p>\n\n\n\n<p>So how does it work?\u00a0 Our clients\u2019 fund managers distribute source documents to us via our workflow tool either directly or through their linked asset manager \/ GP portal. Our data team is notified to retrieve documents from the portal. <em>Mailroom<\/em> sends data to our automated extraction technology platform. Trained on hundreds of thousands of documents, it leverages machine learning (text and geographic based) to find the correct information in the documents. Data is pulled back into our workflow tool, saved, calibrated, and mapped to a list of fields which also standardizes and normalizes the data in the Alter Domus data platform. Both our automated system and Data operations team users perform double-blind checks and reconcile in case of any mismatches, ensuring both accuracy and quality of output.\u00a0 An external transaction ID is created for audit trail. The workflow tool pushes data through to your reporting or other downstream systems.<\/p>\n\n\n\n<p>Beyond the benefits in terms of costs, driving clear operational efficiencies, and changing our clients&#8217; ability to scale their funds at will, receiving structured, digitized information at speed removes the impaired view of their portfolio that many investors have. With data now acting as a source of truth, from input to output, and across back to front offices, investors\u2019 understanding of risk and performance across funds and assets is fundamentally transformed. \u00a0<\/p>\n\n\n\n<p>Ultimately, we believe that investing in data excellence is the best way for investors to turn those data mountains into molehills. Find out how we can help you <a href=\"https:\/\/alterdomus.com\/services\/data-extraction-and-harmonization\/digitize-investor-statements\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>here<\/strong><\/a>.<\/p>\n\n\n\n<p><strong>Contacts <\/strong><\/p>\n\n\n\n<p><strong>Alter Domus<\/strong>:<br>Brad Pratt<br><a href=\"mailto:brad.pratt@alterdomus.com\" target=\"_blank\" rel=\"noreferrer noopener\">brad.pratt@alterdomus.com<\/a> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\n\n\n\n<ul class=\"wp-block-outermost-social-sharing has-normal-icon-size has-icon-color is-style-logos-only is-content-justification-center is-layout-flex wp-container-outermost-social-sharing-is-layout-598f35b6 wp-block-social-sharing-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--3-xl)\"><li style=\"color: #073540; \" class=\"outermost-social-sharing-link outermost-social-sharing-link-linkedin 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class=\"filter-section\"><div class=\"filter-section--inner\">\n<h2 class=\"wp-block-heading has-huge-font-size\" id=\"h-insights\" style=\"margin-bottom:var(--wp--preset--spacing--xl)\">Insights<\/h2>\n\n\n  \n<div class=\"filter-latest-insights-container filter-block-wrapper test\" style=\"\">\n    <div class=\"filter-latest-insights-list-inner order-news-event-news\">\n\n        <article class=\"filter-single-insight-item\">\n  <div class=\"filter-single-insight-item-image\"><img decoding=\"async\" width=\"1024\" height=\"652\" src=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-man-holding-ipad-showing-data-1024x652.jpg\" class=\"attachment-large size-large\" alt=\"technology man holding iPad showing data scaled\" srcset=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-man-holding-ipad-showing-data-1024x652.jpg 1024w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-man-holding-ipad-showing-data-300x191.jpg 300w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-man-holding-ipad-showing-data-768x489.jpg 768w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-man-holding-ipad-showing-data-1536x979.jpg 1536w, https:\/\/alterdomus.com\/wp-content\/uploads\/2023\/09\/Technology-man-holding-ipad-showing-data-2048x1305.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div>\n  <div class=\"filter-single-insight-item-inner\">\n    <div class=\"filter-primary-post-term\"> Analysis<span class=\"dot\"><\/span>November 26, 2025 <\/div>\n    <h4 class=\"filter-single-insight-item-title\">Operational equity, powered by technology<\/h4>\n    <div class=\"filter-single-insight-item-link wp-block-buttons is-layout-flex\">\n      <div class=\"wp-block-button is-style-arrow\"> <a href=\"https:\/\/alterdomus.com\/insight\/operational-equity-powered-by-technology\/\" class=\"wp-block-button__link has-filter-secondary-color has-text-color wp-element-button\">Read article<\/a> <\/div>\n    <\/div>\n    <a class=\"stretched-link\" href=\"https:\/\/alterdomus.com\/insight\/operational-equity-powered-by-technology\/\" aria-label=\"Click to read Operational equity, powered by technology\"><\/a> <\/div>\n<\/article>\n<article class=\"filter-single-insight-item\">\n  <div class=\"filter-single-insight-item-image\"><img decoding=\"async\" width=\"1024\" height=\"615\" src=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/08\/Corporate-Image-3-1024x615.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/08\/Corporate-Image-3-1024x615.png 1024w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/08\/Corporate-Image-3-300x180.png 300w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/08\/Corporate-Image-3-768x461.png 768w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/08\/Corporate-Image-3.png 1386w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div>\n  <div class=\"filter-single-insight-item-inner\">\n    <div class=\"filter-primary-post-term\"> Analysis<span class=\"dot\"><\/span>November 24, 2025 <\/div>\n    <h4 class=\"filter-single-insight-item-title\">Illiquid, Not Inaccessible: How Fund Operations are Catching Up with Investor Demand<\/h4>\n    <div class=\"filter-single-insight-item-link wp-block-buttons is-layout-flex\">\n      <div class=\"wp-block-button is-style-arrow\"> <a href=\"https:\/\/alterdomus.com\/insight\/illiquid-not-inaccessible-how-fund-operations-are-catching-up-with-investor-demand\/\" class=\"wp-block-button__link has-filter-secondary-color has-text-color wp-element-button\">Read article<\/a> <\/div>\n    <\/div>\n    <a class=\"stretched-link\" href=\"https:\/\/alterdomus.com\/insight\/illiquid-not-inaccessible-how-fund-operations-are-catching-up-with-investor-demand\/\" aria-label=\"Click to read Illiquid, Not Inaccessible: How Fund Operations are Catching Up with Investor Demand\"><\/a> <\/div>\n<\/article>\n<article class=\"filter-single-insight-item\">\n  <div class=\"filter-single-insight-item-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/09\/AD-colourMod-shutterstock_2507183429-1024x683.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/09\/AD-colourMod-shutterstock_2507183429-1024x683.jpg 1024w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/09\/AD-colourMod-shutterstock_2507183429-300x200.jpg 300w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/09\/AD-colourMod-shutterstock_2507183429-768x512.jpg 768w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/09\/AD-colourMod-shutterstock_2507183429-1536x1024.jpg 1536w, https:\/\/alterdomus.com\/wp-content\/uploads\/2025\/09\/AD-colourMod-shutterstock_2507183429-2048x1366.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div>\n  <div class=\"filter-single-insight-item-inner\">\n    <div class=\"filter-primary-post-term\"> Analysis<span class=\"dot\"><\/span>November 6, 2025 <\/div>\n    <h4 class=\"filter-single-insight-item-title\">Bridging the ABOR\/IBOR Gap: \nWhat Endowments and Foundations Operations Leaders Really Need<\/h4>\n    <div class=\"filter-single-insight-item-link wp-block-buttons is-layout-flex\">\n      <div class=\"wp-block-button is-style-arrow\"> <a href=\"https:\/\/alterdomus.com\/insight\/bridging-the-abor-ibor-gap-what-endowments-and-foundations-operations-leaders-really-need\/\" class=\"wp-block-button__link has-filter-secondary-color has-text-color wp-element-button\">Read article<\/a> <\/div>\n    <\/div>\n    <a class=\"stretched-link\" href=\"https:\/\/alterdomus.com\/insight\/bridging-the-abor-ibor-gap-what-endowments-and-foundations-operations-leaders-really-need\/\" aria-label=\"Click to read Bridging the ABOR\/IBOR Gap: \nWhat Endowments and Foundations Operations Leaders Really Need\"><\/a> <\/div>\n<\/article>\n            <\/div>\n<\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The volume of data many investors need to process has become cumbersome. 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