{"id":32246,"date":"2025-11-05T07:03:19","date_gmt":"2025-11-05T07:03:19","guid":{"rendered":"https:\/\/naijaglobalnews.org\/?p=32246"},"modified":"2025-11-05T07:03:19","modified_gmt":"2025-11-05T07:03:19","slug":"how-companies-integrate-private-market-data-at-scale-insights","status":"publish","type":"post","link":"https:\/\/naijaglobalnews.org\/?p=32246","title":{"rendered":"How companies integrate private market data at scale? | Insights"},"content":{"rendered":"<p>\n<\/p>\n<p><span data-contrast=\"auto\">What\u2019s\u00a0driving the push to integrate private market data with public market workflows? How are investors and asset managers addressing persistent data frictions to create a unified view across portfolios?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This episode of Market Dialogues features<\/span><span data-contrast=\"auto\">\u00a0Leila\u00a0Sadiq<\/span><span data-contrast=\"auto\">, Global Head of Enterprise Data Content at Bloomberg, in discussion with\u00a0<\/span><span data-contrast=\"auto\">Todd Hirsch<\/span><span data-contrast=\"auto\">,\u00a0<\/span><span data-contrast=\"none\">Head of Private Capital\u00a0<\/span><span data-contrast=\"auto\">at Point72,\u00a0<\/span><span data-contrast=\"auto\">Mark Neely<\/span><span data-contrast=\"auto\">,\u00a0<\/span><span data-contrast=\"none\">Director of Alternative Investments<\/span><span data-contrast=\"auto\">\u00a0at\u00a0GenTrust, and\u00a0<\/span><span data-contrast=\"auto\">Avi\u00a0Turetsky<\/span><span data-contrast=\"auto\">,\u00a0<\/span><span data-contrast=\"none\">Partner and Head of the Quantitative Research Group at Ares<\/span><span data-contrast=\"auto\">, on how private markets are evolving toward greater transparency, valuation consistency, and data connectivity.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW73148 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW73148 BCX0\"><strong>Source<\/strong>: <span class=\"TextRun SCXW147350556 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW147350556 BCX0\">Enterprise Data &amp; Tech Summit, October 16, 2025, New York<\/span><\/span><\/span><\/span><\/p>\n<p><span class=\"TextRun SCXW4439746 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW4439746 BCX0\">The <strong>Market Dialogues<\/strong> podcast series provides access to curated, thought-provoking discussions from Bloomberg global events. It offers in-depth insights from experts on key trends and themes driving the markets today and beyond.<\/span><\/span><span class=\"EOP SCXW4439746 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW177851424 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177851424 BCX0\"><span class=\"TextRun SCXW210247497 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW210247497 BCX0\">Discover more conversations in the Market Dialogues series <\/span><\/span><\/span><\/span><span class=\"TextRun Underlined SCXW177851424 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177851424 BCX0\" data-ccp-charstyle=\"Hyperlink\">here<\/span><\/span><span class=\"TextRun SCXW177851424 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177851424 BCX0\">.<\/span><\/span><span class=\"EOP SCXW177851424 BCX0\" data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW232693543 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW232693543 BCX0\">Featured insights from this episode of Market Dialogues:<\/span><\/span><span class=\"EOP SCXW232693543 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><strong><span class=\"TextRun SCXW146628999 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146628999 BCX0\">On technology changing valuation transparency<\/span><\/span><\/strong><\/p>\n<p><strong><span class=\"TextRun SCXW34604788 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"TextRun SCXW36224546 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW36224546 BCX0\"><span class=\"TextRun SCXW247285355 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW247285355 BCX0\">Todd Hirsch: <\/span><\/span><\/span><\/span><\/span><\/strong><span class=\"TextRun SCXW34604788 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"TextRun SCXW36224546 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW36224546 BCX0\"><span class=\"TextRun SCXW247285355 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW247285355 BCX0\">Technology has enabled us to have\u00a0<\/span><\/span><\/span><\/span><\/span><span class=\"TextRun SCXW34604788 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"TextRun SCXW36224546 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW36224546 BCX0\"><span class=\"TextRun SCXW247285355 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW247285355 BCX0\">much<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0greater frequency of inputs for valuations. Whether\u00a0<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">they\u2019re<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0public or private\u2026 I think you can have a better sense of how often you want to mark your positions and how\u00a0<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">frequently<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0you need to adjust those marks based on the inputs you have. <\/span><\/span><\/span><\/span><\/span><\/p>\n<p><span class=\"TextRun SCXW34604788 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"TextRun SCXW36224546 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW36224546 BCX0\"><span class=\"TextRun SCXW247285355 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW247285355 BCX0\">When\u00a0<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">new information<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0comes in,\u00a0<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">it\u2019s<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0important that it gets incorporated.\u00a0<\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW247285355 BCX0\">So<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0if a building sells down the street and you now know\u00a0<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">there\u2019s<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0a new comparable, you can incorporate that in real time. The frequency of adjustments on the private side today is much better than it has ever been, and transparency for investors continues to improve as that frequency\u00a0<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">increases,<\/span><span class=\"NormalTextRun SCXW247285355 BCX0\">\u00a0and the supporting data and analytics become stronger.<\/span><\/span><\/span><\/span><\/span><span class=\"TextRun SCXW34604788 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW34604788 BCX0\">*<\/span><\/span><span class=\"EOP SCXW34604788 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><strong><span class=\"EOP SCXW129346062 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\"><span class=\"TextRun SCXW59154302 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW59154302 BCX0\">On the data gap between public and private companies<\/span><\/span> <\/span><\/strong><\/p>\n<p><span data-contrast=\"auto\">Avi Turetsky:<\/span><span data-contrast=\"auto\">\u00a0We know that public markets show meaningfully higher vol[atility] than private market NAVs. We know the valuations are different: public market valuations\u00a0represent\u00a0marginal trades, while private market valuations are appraisal-based. We have\u00a0a pretty good\u00a0sense of the relationship between the two.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:80,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">But whether privately owned companies are\u00a0actually more\u00a0stable than publicly traded companies, if\u00a0you\u2019re\u00a0looking at revenue, EBITDA, or cash flows, as far as I know, no one knows the answer to that question\u2026<\/span><span data-contrast=\"none\">The prices are more stable\u2026\u00a0But whether the revenues are more stable to EBTIDA, no one knows because\u00a0no one\u2019s\u00a0been able to get the data on large enough scale to my best knowledge.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:80,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><strong><span class=\"TextRun SCXW251645089 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW251645089 BCX0\">On managing allocation across private and public assets<\/span><\/span><span class=\"EOP SCXW251645089 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:279}\">\u00a0<\/span><\/strong><\/p>\n<p><span data-contrast=\"auto\">Mark Neely:\u00a0<\/span><span data-contrast=\"auto\">I focus a lot of my time on the allocation model for clients, and\u00a0it\u2019s\u00a0always challenging because\u00a0we\u2019re\u00a0constantly comparing public and private\u00a0markets\u00a0and they\u00a0don\u2019t\u00a0really compare. You look at private equity over a trailing two-year return, and it\u00a0doesn\u2019t\u00a0track public equities over the last 10 years\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Clients will say, \u201cThe public markets are really strong, I want to go into private,\u201d and\u00a0I\u2019ll\u00a0say, \u201cOkay, but\u00a0let\u2019s\u00a0look at what the EBITDA multiples are that private markets are\u00a0purchasing\u00a0at. What are things being marked at?\u201d That transparency,\u00a0or lack of it,\u00a0makes it very challenging to take advantage of dislocations or to reallocate capital between private and public markets, or up and down the capital stack in direct lending,\u00a0Broadly Syndicated Loans (BSLs), and term loans.\u201d<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><em><span class=\"TextRun SCXW210870448 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW210870448 BCX0\">*Quotations have been <\/span><span class=\"NormalTextRun SCXW210870448 BCX0\">edited <\/span><span class=\"NormalTextRun SCXW210870448 BCX0\">for brevity and <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW210870448 BCX0\">clarity.<\/span><\/span><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>What\u2019s\u00a0driving the push to integrate private market data with public market workflows? How are investors and asset managers addressing persistent data frictions to create a unified view across portfolios?\u00a0 This episode of Market Dialogues features\u00a0Leila\u00a0Sadiq, Global Head of Enterprise Data Content at Bloomberg, in discussion with\u00a0Todd Hirsch,\u00a0Head of Private Capital\u00a0at Point72,\u00a0Mark Neely,\u00a0Director of Alternative Investments\u00a0at\u00a0GenTrust,<\/p>\n","protected":false},"author":1,"featured_media":32247,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49],"tags":[477,1111,12239,18646,306,1877,7725],"class_list":{"0":"post-32246","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-business","8":"tag-companies","9":"tag-data","10":"tag-insights","11":"tag-integrate","12":"tag-market","13":"tag-private","14":"tag-scale"},"_links":{"self":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/32246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=32246"}],"version-history":[{"count":0,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/32246\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/media\/32247"}],"wp:attachment":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=32246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=32246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=32246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}