We surveyed more than 50 advisers across private equity, real estate, private credit, hedge funds, venture capital, and alternative SMA managers — spanning a broad range of firm sizes and AUM. The result is a benchmarking snapshot of how the industry is deploying AI in practice, where the risk concentrates, and how governance is maturing (or lagging) behind adoption.
What’s Inside
- Four key AI governance themes
- Six shifts defining the next phase of adoption
- Full survey results from 53 responses




