Artificial intelligence has promised to transform the wealth management industry, particularly how firms recruit advisors and transition their books of business.
To examine how this promise tracks with today’s reality, WSR recently spoke with technology providers, in-house recruiting executives and third-party recruiters. The consensus: AI has reduced the time and complexity involved in onboarding advisors and transitioning their existing clients. What it has not done is replace the judgment, trust and relationship-building required to persuade advisors to move firms and help them bring clients through that transition.
“The decision to move is incredibly emotional, and no AI model tells us as recruiters or advisors if they are ready to make the leap,” said Louis Diamond, CEO of Diamond Consultants. “That read comes from years of conversations, knowing the person, hearing what they won’t say outright.”
“Negotiating a deal, managing a spouse’s anxiety, building trust over months—none of those automates,” he said. “The relationship is the whole job. Additionally, AI cannot replace the person-to-person outreach calls advisors make to clients.”
Making Onboarding More Efficient
Experts say AI’s ability to streamline advisor and client onboarding nevertheless represents a meaningful advancement for the industry.
Advisor movement remains robust as professionals leave wirehouses to go independent or affiliate with larger RIA firms. Cerulli Associates estimates that 9% of advisors, representing approximately $3.1 trillion in assets, changed firms last year. Helping advisors complete the onboarding process more efficiently allows them to begin serving clients sooner while minimizing disruption during the transition.
“Advisors can get answers faster and spend less time navigating paperwork and operational details so they can stay focused on clients,” said Tammy Robbins, Executive Vice President and Chief Business Development Officer at Cambridge Investment Research.
“AI is especially useful for reducing friction,” Robbins said. “It can deliver information quickly, guide advisors through transition requirements, and personalize training and support. The goal is not replacing people. It is making the process feel less overwhelming and more manageable.”
Experts say AI delivers its greatest value during onboarding when paired with workflow automation.
“We face a data orchestration problem masquerading as a people problem in onboarding,” said Sindhu Joseph, CEO and Co-Founder of CogniCor. “The information advisors need already exists across their system. Workflow automation, when driven by an intelligence layer, connects those systems and can deliver a complete client profile before the first conversation.”
“AI takes it further,” Joseph said, “by surfacing gaps, flagging compliance issues, and turning raw data into custodian-ready, NIGO free submissions and client narratives advisors can use quickly, eliminating the delay between a transition and growth.”
Peter Dun, CEO and Co-Founder of Feathery, agrees.
“Account onboarding often requires teams to collect data directly from clients through digital forms, spreadsheets, statements, CRM records, then re-enter and validate that information across multiple systems. Workflow automation can automate these steps, track account statuses, and reduce NIGO submissions,” Dun said. “AI accelerates the process by extracting, structuring and validating data from unstructured documents and identifying missing information before submission.”
Not Fully Integrated
The current reality is that many firms have yet to fully integrate AI into their technology stacks, including customer relationship management (CRM) systems, said Jeff Nash, CEO and Co-Founder of Bridgemark Strategies.
“Firms are still in the early phases of adopting and integrating AI for transition and onboarding,” Nash said. “Many firms are using Zocks or Jump AI to capture notes and streamline operational efficiencies.”
“However, these tools are more effective in managing existing clients vs. onboarding,” he said. “We have observed varying levels of integration with these tools and other technologies such as CRMs.”
Last year, an Ernst & Young survey found that only slightly more than one-quarter of executives said generative AI had produced a substantial business impact over the past one to two years, suggesting many firms are still working to translate AI adoption into measurable enterprise-wide results.
Supporting Transition At Scale
Joseph says that AI can strengthen a firm’s recruiting proposition by making the transition process less disruptive and giving newly recruited advisors faster access to useful client information.
“In the past, most firms believed that more clients meant more advisors,” she said. “AI changes that assumption. When onboarding is intelligent and automated workflows do the heavy lifting, a newly recruited advisor can walk into a new client meeting feeling like they’ve known them for years.”
Dun sees similar effects in workflow automation.
“Workflow automation provides visibility into every account, automates document collection and transfer workflows, and helps firms transition and onboard larger books of business without proportionally increasing operations headcount,” he said.
For now, AI may not be winning the advisor relationship — but it is increasingly helping firms prove they can service it once it arrives.
Thomas Lee, Senior Editor and Staff Writer at Wealth Solutions Report, can be reached at thomas.lee@wealthsolutionsreport.com.
