In this articleALTIFollow your favorite stocksCREATE FREE ACCOUNTD3sign | Moment | Getty ImagesA version of this article first appeared in CNBC’s Inside Wealth newsletter with Robert Frank, a weekly guide to the high-net-worth investor and consumer. Sign up to receive future editions, straight to your inbox.Market data firms have been pitching artificial intelligence as the key to locating elusive ultra-high-net-worth clients. But leaders at elite advisory firms told Inside Wealth they aren’t sold. For starters, while AI products can surface data and contact information on ultra-high-net-worth individuals, that’s only half the battle. “When we’re looking for clients with north of $100 million, I struggle to think they’re going to take a cold email and say, ‘Yes, here’s my balance sheet,'” said Matthew Fleissig, CEO and co-founder of Pathstone, a registered investor advisory with $182 billion in client assets.Instead, he said referrals come when the company works on a more personal level, like when Pathstone once secured a private jet in under an hour for a client who needed to get from New Orleans to Albany, New York, before their mother died. “Those types of things are how we are able to grow the business,” he said. “We create moments that matter.”Fleissig said AI for client prospecting hasn’t been the gamechanger that startups purport it to be. “These databases have been around forever, and now people have added an AI overlay to be able to mine the database,” he said. “Most of the time, it’s very similar strategies of aggregating data sources that are public or you can pay for, and trying to feed you lists of people. We, at this point, can do that ourselves.”A growth executive at a high-end national RIA told Inside Wealth that he had done at least 20 demos of AI client prospecting tools in the past six months and said most are built on widely available large language models like Claude and GPT. “You’re slapping a coat of paint on one of five major LLMs and selling through the fact that ‘Oh our info is better,'” said the executive, who requested anonymity to talk about client acquisition strategies. “Do I pay them $100,000 or do I talk to my IT team and figure out a way of doing it for cents on the dollar?”Andrew Douglass, head of growth at AlTi Tiedemann Global, said there is little competitive advantage to using nonexclusive data. When the independent wealth management firm used to cold call clients from these types of databases, the client usually already had an advisor or had been called by dozens of other firms already, he said.For the past five years, client referrals and personal networks have made up 40% and 30%, respectively, of AlTi’s organic growth, he said. Another 30% comes from networking with experts like trusts and estates lawyers and accountants who are likely to be working with clients going through a liquidity event …
