Private Equity Findings, Issue 20 | Coller Capital

IMPORTANT NOTICE: We have recently been made aware of fraudulent WhatsApp groups and imitation websites appearing to look like Coller Capital and exploiting our brand. Take caution and read the full notice.

X
25 July 2024 Publication
Research & Insights

Private Equity Findings, Issue 20

Topics
Foreword By the numbers
Retrospective: A bigger picture
Overview Understanding LPs performanceThe role of academic research in PEThe most influential pieces of academic researchThe affect of the 2006-07 credit bubble Resilience of the PE industryThe the growth of private debt fundsAreas of current researchAreas of research opportunities?
What’s at stake?
Roundtable: Will AI transform private equity?
Overview PE embracing AI technologiesAI origination for VC investmentsThe limitations of AI & lack of dataAI in decision makingUsing AI to predict future outcomesDo LPs really need AI to process qualitative information?AI techniques to predict company director performanceDo large networks and directorships mean poor performance?What aspects of PE are ripe for AI disruption?AI for PE: hype vs. reality
Time for a new model?
Overview Time for a new model: The research viewpointTime for a new model: The investor viewpoint
The side letter arms race
PE embracing AI technologies
Foreword By the numbers
Retrospective: A bigger picture
Understanding LPs performance The role of academic research in PE The most influential pieces of academic research The affect of the 2006-07 credit bubble Resilience of the PE industry The the growth of private debt funds Areas of current research Areas of research opportunities?
What’s at stake?
Roundtable: Will AI transform private equity?
PE embracing AI technologies AI origination for VC investments The limitations of AI & lack of data AI in decision making Using AI to predict future outcomes Do LPs really need AI to process qualitative information? AI techniques to predict company director performance Do large networks and directorships mean poor performance? What aspects of PE are ripe for AI disruption? AI for PE: hype vs. reality
Time for a new model?
Time for a new model: The research viewpoint Time for a new model: The investor viewpoint
The side letter arms race
Roundtable: Will AI transform private equity?
To what extent are PE firms embracing AI technologies today?

 

“Venture capitalists are gradually opening up to the adoption of AI, and that is down to the promise of more efficient and data-driven  decision-making processes. However, significant challenges need to be addressed, including access to data scientists and engineers, as well as building and maintaining the necessary data infrastructure.”
Maxime Bonelli

 


“We are certainly hearing about some of the larger LPs looking into the potential of AI, but we are hearing less from mainstream GPs. Whether that is because there is inherent scepticism in the buyout community, or because it is simply too early, and GPs will only talk to us when they have something positive to report, I’m not sure.”
Merrick McKay

 

“AI technologies haven’t been widely adopted by PE firms. However, we are using them to process and analyse large amounts of information, such as the data we receive on thousands of companies when we look at potential secondaries deals. AI is a powerful tool that can help find signals in the data that can be crucial to predicting future outcomes. Yet it rarely has access to all pertinent information, so it needs to be paired with other information, such as intelligence gathered by the deal team.”
Joshua Lowe

 


“I think the PE industry is ahead of mainstream corporates in trying to figure out what AI could mean, but it is still way behind the pace of change that AI is enabling. There is experimentation going on in different parts of firms, but I don’t think the technology is yet being embraced institutionally. The VC community, however, is generally more tech-savvy than the buyout space, and so adoption has been quicker there.”
Anne Glover

Want more information about this publication?
Get in touch
Back to top
Previous
Roundtable: Will AI transform private equity?
Next
AI origination for VC investments