Artificial Intelligence in Private Capital

A practical framework for firms.

Artificial intelligence is advancing rapidly across the private capital industry, and is already being applied to deal sourcing, due diligence, portfolio monitoring, investor reporting and the administration of firms. Some of it is adopted deliberately, as firms take on new tools; some arrives quietly, as features switched on within software a firm already uses. The opportunities are significant, but so are the risks of adopting the technology without the judgement, controls and accountability the industry and its stakeholders expect.

These documents set out principles and a template that any firm can apply and use, from an early-stage venture capital firm to a large multi-strategy house. They are deliberately proportionate: the same principles apply to every firm, but the formality with which they are implemented should reflect a firm’s size, strategies and appetite for risk. A smaller firm may need no more than one individual with clear responsibility, where a larger firm will require more structure; both can follow the same path.

Good governance is not a brake on adoption. It is what allows a firm to adopt AI with confidence, to move faster than it otherwise could, to stand behind the results, and to give investors and regulators a clear account of how it uses AI and the controls around it. As AI becomes more central to how a firm operates, it will increasingly affect its legal, regulatory and insurance obligations, including in areas such as intellectual property and the ownership of AI-generated output. Each firm should take its own advice on how these apply.

Linked below, you will find information on:

  • Principles for the adoption of AI
  • Data governance when adopting AI
  • A use policy template for AI
  • Glossary of common AI terms
Harnessing AI for Private Capital

Harnessing AI for Private Capital

AI-focused learning & development courses from UK Private Capital.

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Download the documents

The AI in Private Capital documents are accessible to everyone, including non-members of UK Private Capital. To access the documents, click a tile below and then log in to your existing account or create a free online account if prompted.

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Data governance when adopting AI

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A use policy template for AI

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Glossary of common AI terms

Acknowledgments

We would like to thank the following members of the drafting group and the wider Accounting, Reporting & Governance Committee for their input.

Matt Guy, Founder, Hazlewood
Hazlewood help private markets managers communicate, report, and operate more effectively combining deep industry expertise with the tools and delivery to make it happen.

Stuart Clowser, Partner, Head of Private Equity, RSM UK
Kaitlyn Reth, Manager, RSM UK Consulting
RSM is a leading Private Equity adviser with specialists in Funds, Transactions and Portfolio Companies. Our integrated Private Equity Team advises global mid-market Private Equity investors across audit, tax, and consulting to create LP value with confidence. 

If you have any questions on the framework, please contact our Policy team

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