Key Takeaways
- • BeBeez International is hosting its Caffè di BeBeez event on 9 November 2026 at Park Hyatt Milan, a roundtable on how proprietary data, AI and intelligence platforms are reshaping competitive advantage in private capital and M&A.
- • The article cites a cluster of data-platform deals as evidence that proprietary data is strategic infrastructure, including LSEG's agreement to acquire Octus for $3.535 billion (signed 22 October, closing expected 1Q27), roughly twelve times expected 2026 revenue of over $300 million.
- • Prior transactions referenced include ION's acquisition of Acuris at a 1.35 billion GBP enterprise value (2019), LSEG's Refinitiv deal valued at $27 billion (announced 2019, completed 2021), AlphaSense's $930 million Tegus acquisition (2024), BlackRock's $3.2 billion Preqin acquisition (closed March 2025) and S&P Global's $1.8 billion purchase of With Intelligence (October 2025).
- • The article argues that the key question for private equity funds is not where to invest but how: whether they systematically use proprietary data, AI-driven due diligence and integrated information infrastructure rather than occasional subscriptions and experimentation.
- • BeBeez is transforming its BeBeez Private Data database of Italian private capital into an AI-native platform with Milan-listed Metriks AI, announced in May 2026.
Summary
BeBeez International has announced a Caffè di BeBeez event for 9 November 2026 at the Park Hyatt Hotel in Milan. The programme features panels on operational data, data intelligence, AI agents, the changing role of the investment analyst and AI-driven value creation in private equity. Speakers include Antonio Torino (CEO, Workgroup), Fabrizio Vigo (co-founder and CEO, Sevendata), Tiziano Cetarini (founder and CEO, Metriks AI), Francesco Paolo Calia (co-founder, Quido) and Francesco Casiraghi (managing director, Advent International, which is a founding partner of OpenAI Deployment Company). Stefania Peveraro, BeBeez Editor-in-Chief, will moderate.
The article frames the event around a series of data and intelligence transactions. On 22 October 2026, LSEG signed an agreement to acquire Octus (formerly Reorg) from Permira and other shareholders for $3.535 billion, with closing expected in 1Q27. Permira had bought the asset in 2022 at an enterprise value of $1.3 billion. Octus is expected to exceed $300 million in revenue in 2026 with a 40% adjusted EBITDA margin, implying a price just under twelve times expected revenue. The article also cites ION's 2019 acquisition of Acuris at an enterprise value of 1.35 billion GBP, LSEG's Refinitiv transaction, AlphaSense's 2024 acquisition of Tegus for $930 million, BlackRock's $3.2 billion acquisition of Preqin and S&P Global's $1.8 billion purchase of With Intelligence in October 2025.
BeBeez argues that these transactions share a common premise: reliable, up-to-date proprietary data integrated into decision-making is strategic infrastructure. The article contends that AI processing capacity does not substitute for access to high-quality data, a point particularly relevant to private markets, where disclosure obligations are weaker and valuations less transparent. Data platforms that merely aggregate public information risk eroding their advantage, whereas differentiated data, reliability and client integration create barriers to entry.
For private equity investors, the article presents two questions. The first concerns where to invest, noting that data platforms offer recurring revenue, customer loyalty and switching costs. The second, described as more important, concerns how to invest: whether funds use proprietary data to source targets, integrate financial and operational information in evaluation, apply AI to due diligence and portfolio monitoring, and build their own information infrastructure. The article distinguishes occasional AI use, which saves time, from rethinking the investment process around data, which it says builds competitive advantage.
The article also notes that in May 2026 EdiBeez, BeBeez's publisher, agreed with Milan-listed Metriks AI to convert BeBeez Private Data, its database of Italian private capital built over more than a decade, into an AI-native platform accessible through natural language queries and intelligent agents. The event will address deal sourcing, due diligence, portfolio monitoring, process automation and the broader question of who will control the data and tools that inform investment decisions. It is aimed at private equity and private debt managers, institutional investors, M&A professionals and advisers.
The article frames the event around a series of data and intelligence transactions. On 22 October 2026, LSEG signed an agreement to acquire Octus (formerly Reorg) from Permira and other shareholders for $3.535 billion, with closing expected in 1Q27. Permira had bought the asset in 2022 at an enterprise value of $1.3 billion. Octus is expected to exceed $300 million in revenue in 2026 with a 40% adjusted EBITDA margin, implying a price just under twelve times expected revenue. The article also cites ION's 2019 acquisition of Acuris at an enterprise value of 1.35 billion GBP, LSEG's Refinitiv transaction, AlphaSense's 2024 acquisition of Tegus for $930 million, BlackRock's $3.2 billion acquisition of Preqin and S&P Global's $1.8 billion purchase of With Intelligence in October 2025.
BeBeez argues that these transactions share a common premise: reliable, up-to-date proprietary data integrated into decision-making is strategic infrastructure. The article contends that AI processing capacity does not substitute for access to high-quality data, a point particularly relevant to private markets, where disclosure obligations are weaker and valuations less transparent. Data platforms that merely aggregate public information risk eroding their advantage, whereas differentiated data, reliability and client integration create barriers to entry.
For private equity investors, the article presents two questions. The first concerns where to invest, noting that data platforms offer recurring revenue, customer loyalty and switching costs. The second, described as more important, concerns how to invest: whether funds use proprietary data to source targets, integrate financial and operational information in evaluation, apply AI to due diligence and portfolio monitoring, and build their own information infrastructure. The article distinguishes occasional AI use, which saves time, from rethinking the investment process around data, which it says builds competitive advantage.
The article also notes that in May 2026 EdiBeez, BeBeez's publisher, agreed with Milan-listed Metriks AI to convert BeBeez Private Data, its database of Italian private capital built over more than a decade, into an AI-native platform accessible through natural language queries and intelligent agents. The event will address deal sourcing, due diligence, portfolio monitoring, process automation and the broader question of who will control the data and tools that inform investment decisions. It is aimed at private equity and private debt managers, institutional investors, M&A professionals and advisers.
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