AI Is Reshaping Wealth Management as Firms Race to Build Personalized Advice Tools
Wealth management firms are rapidly adopting AI to handle prospecting, portfolio design, and client communications, according to a 2026 trends report from Oliver Wyman. The shift is allowing advisors to focus on complex financial decisions while AI handles administrative work. New legislation from the "One Big Beautiful Bill" Act also raised the estate tax exemption to $15 million per person for 2026.
Artificial intelligence is reshaping the wealth management industry in 2026, with firms racing to build AI-powered tools that can personalize financial advice at scale, according to a trends report from Oliver Wyman.
AI is being used for prospecting, prioritizing advisor time, portfolio design, financial planning, and client communications. The shift is allowing advisors to focus on complex, emotionally sensitive financial decisions while AI handles routine administrative tasks.
One major development is the "unified client brain," a comprehensive data system that tracks client relationships, holdings, behaviors, preferences, and risks. Firms are using this technology to personalize communications and improve risk management.
Cash management is also changing. On-chain cash and atomic settlement now allow clients to earn yield until the moment of spending. Advisors are helping clients decide how to allocate assets based on real-time market and tax conditions.
Private markets are becoming more accessible to a wider range of clients through evergreen funds, semi-liquid structures, and regulatory shifts. Wealth managers are building suitability engines to help advisors match clients with appropriate private market investments.
The "One Big Beautiful Bill" Act, passed in July 2025, introduced several changes affecting tax and estate planning for 2026. The estate tax exemption increased to $15 million per person, meaning fewer families need complex estate planning strategies. New rules also limit the tax benefit of itemized deductions for high-income taxpayers and impose additional constraints on charitable contribution deductions.
A new tax-deferred savings account for minors is now available, allowing contributions until age 18. The government contributes $1,000 for newborns.
Retirement contribution limits increased again for 2026. Higher-income workers age 50 and older may now be required to make catch-up contributions to Roth-style accounts, eliminating the immediate tax benefit but potentially providing value in retirement.
Tax efficiency is driving a surge in Exchange Traded Fund conversions. Section 351 ETF conversions, which allow the transfer of highly appreciated securities to similar ETFs with deferred capital gains taxes, are expected to grow significantly in 2026.
