Record earnings and rising assets are leaving Wall Street’s biggest banks and asset managers with excess capital to deploy into acquisitions and AI rather than simply hold for a market slowdown.
That spending push is aimed at locking in growth before conditions cool, with firms treating technology upgrades and M&A as the main ways to extend the current earnings boom.
AI has already become a competitive pressure point across wealth management: J.D. Power said 73% of captive advisors use AI versus 42% of independents.
The gap is reinforcing an industry arms race in which larger, cash-rich firms can invest faster, potentially pushing smaller players toward selling for scale.
With AI adoption outpacing compliance, are wealth firms sleepwalking into a major regulatory crisis?
As AI forces small firms to sell, is the independent advisor model facing an extinction event?
Wealth Management’s AI Revolution: Unprecedented Adoption, RIA Dominance, and the Coming ROI Reckoning
Overview
Between 2023 and mid-2026, wealth management has seen a record surge in AI adoption and investment, fundamentally reshaping how financial advice is delivered and operations are managed. This transformation is especially strong among billion-dollar Registered Investment Advisor (RIA) firms, where AI adoption has accelerated and the RIA channel is rapidly growing. Although major wirehouses like Morgan Stanley, Merrill Lynch, and UBS manage over $11 trillion and have centralized technology hubs, they continue to lose market share to RIAs. Past strategic decisions have limited wirehouses’ ability to use AI to reverse these trends, while AI continues to streamline previously manual processes across the industry.