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Why MSCI’s PM Insights Acquisition Matters for Private Market Valuation

The assumption that private companies can be reliably valued through reference to their public-market peers is breaking down at exactly the moment a market-derived alternative is becoming viable. That structural shift – more than the transaction itself – is what makes MSCI’s acquisition of PM Insights, announced six weeks ago, worth paying attention to. A…

Is the Most Expensive Failure Mode in Alt Data on the User Side?

Asked at the A-Team/Eagle Alpha Alternative Data Conference, London last week which datasets his firm had ever taken out of production, one panellist paused, considered the question, and admitted he could not think of a single one. The answer was offered without defensiveness, as a genuine reflection. It also turned out to be one of…

Preqin Anchors Private Credit Analytics in Firm-Owned Data

When BlackRock unveiled expanded private credit capabilities on Preqin earlier this month, the announcement set out a vision of greater transparency across an asset class long defined by its opacity. The methodological choices behind that vision are what make it work: a deliberate decision to build benchmarks from firm-owned data only, to keep different fund…

Where Institutional Alts Capital Is Actually Going – And Who Is Still Receiving It

Institutional capital in private markets is not just slowing, it is narrowing. A new dataset drawn from fund administrator reporting flows suggests that the share of assets held by the largest managers has reached its highest level on record, that all but one alternative asset class saw net outflows in the final quarter of 2025,…

FactSet Partners with Valutico to Integrate Private-Markets Valuation into Cobalt

FactSet has announced a partnership with Vienna-based valuation software provider Valutico to deliver an integrated valuation workflow for private capital markets, anchored within FactSet’s Cobalt portfolio monitoring platform. Under the partnership, portfolio company financials collected in Cobalt flow directly into Valutico’s valuation environment, where analysts can run income-, market- and asset-based methodologies including discounted cash…

Dynamo Restarts the Roll-Up: InvestHub Deal Signals Next Phase of Private Markets Ops Consolidation

Dynamo Software’s acquisition of Paris-based InvestHub, announced on 12 May, is the company’s first piece of M&A activity in more than three years, and the choice of target says as much about where private markets operations technology is heading as the deal itself. Between 2019 and 2022, Dynamo bought at pace under Francisco Partners’ ownership:…

Alternative Data Grows Up: ADC London 2026 Turns to Operational Reality

For most of the past decade, alternative data conferences have asked the same underlying question in slightly different language: does this stuff actually produce alpha? The answer, settled some time ago for institutional buyers willing to do the work, has shifted the conversation. The questions on the agenda for the London edition of the Eagle…

73 Strings Unifies Data Operating System for Private Markets Participants

Private markets valuation and portfolio intelligence platform 73 Strings has launched a unified global operating model, which the company said “brings together the platform, people, and clients into one ecosystem”. This transition aligns global teams to support clients across private equity, private credit, venture capital and infrastructure, it said. “Private markets are entering a new…

When Everyone Has LLMs, Who do Quants Still Hire?

The democratisation of alternative data has been a recurring theme at industry conferences for several years. The arrival of capable large language models has accelerated it. Datasets that once required specialist teams to ingest and structure can now be parsed by anyone with a reasonable prompt; signals that once took weeks to extract can be…

Private Market GPs Unhappy with Data Availability, Unsure About AI Value

General partners (GPs) within the private equity space are dissatisfied with the quality of data available to them at a time when technology is rapidly transforming the sector. Despite being upbeat about the prospects for deals in the coming year, fund allocators are more pessimistic about their operations amid a shortage of digital operational and…