Artificial intelligence continues its integration into wealth management infrastructure, with three announcements this week signaling a shift in how advisory firms are built, grown, and staffed.
Betterment, the New York-based wealth and savings platform that manages more than $70 billion in assets for over one million customers, launched an AI-powered document reader within its Betterment Advisor Solutions custody platform this week.
The tool allows registered investment advisors to upload a client's brokerage statement and have AI populate the transfer request automatically, rather than re-keying data by hand. According to the company, advisors can already set up transfers in as little as 30 seconds using the platform's onboarding experience; the new feature removes one of the remaining manual steps. Customer data is not used to train AI models, and sensitive information is protected through encryption, the company said.
"Betterment's founding principle was that technology could expand access to wealth-building tools and financial advice," said Sarah Levy, CEO of Betterment. "AI is the next expression of that work. Today's launch brings that strategy to advisors by removing a manual step from account transfers and helping them create a smoother first experience for new clients."
Betterment said it plans to make its custody and trading data available to agentic workflows within its advisor application before the end of 2026, followed by a Model Context Protocol release, a signal that it is building toward autonomous, AI-orchestrated advisor workflows, not just point-in-time automation.
On the business development side, WealthReach, an AI-powered organic growth platform built for RIAs and wealth management firms based in New York, has announced a three-way partnership with Domain Money and Savology. The combined offering is designed to solve what David DeCelle, co-founder and chief partnership officer of WealthReach, described as a timing problem rather than a lead problem.
"Advisors have been told for years that the answer is more leads," DeCelle said. "The real answer is never losing one. We generate the demand, and now everybody who arrives has somewhere to go and somebody staying with them until they are ready."
Under the arrangement, prospects who meet a firm's AUM minimums are routed directly to the advisor. Everyone else is directed to Domain Money or Savology, where they receive financial planning services or a personalized financial report card, with the referring firm earning revenue from those referrals.
As those prospects grow their assets over time, the system is designed to return them to the originating firm. WealthReach also specializes in helping advisors build visibility on AI search platforms such as ChatGPT, Claude, and Perplexity, where more consumers now begin searching for financial advice.
"A prospect who is not a fit today is not a bad prospect. They are an early one, and most firms are sitting on hundreds of them," said Brian Case, CFP, CEO of Savology. "We put a report card in their hands in minutes, teach them what applies to their situation, and give them action items that lead somewhere real."
Further up the transformation stack, F2 Strategy, a West Chester, Pennsylvania-based consulting and managed services firm serving the wealth and asset management industries, announced the acquisition of Callaway Cloud Consulting.
Callaway, which has completed more than 1,500 projects over 12 years, specializes in Salesforce architecture, platform engineering, data engineering, cloud infrastructure, and custom AI solutions.
The deal addresses a gap that has emerged as technology strategy in wealth management has grown more sophisticated: the distance between deciding what to build and having the engineering talent to build it. As firms modernize their technology environments and explore new capabilities across data and AI, the ability to connect strategic decision-making with hands-on technical execution has become increasingly important.
"Our clients increasingly need a partner that can not only help them determine where their technology needs to go, but also provide the technical expertise to build, integrate and optimize it," said Ryan Beach, CEO of F2 Strategy. "Callaway brings a highly experienced engineering team and a people-first approach that aligns closely with how we serve our clients."
Brandon Gage, CEO of Callaway, will join F2 as managing director, bringing experience that includes serving as a founding member of United Capital before its acquisition by Goldman Sachs in 2019. Callaway will transition to the F2 Strategy brand in early 2027.
"Technology has become inseparable from how wealth management firms operate, grow and serve their clients," said Dan Johnson, senior managing director and head of wealth at F2 Strategy. "Adding Callaway's engineering capabilities allows us to go deeper into the technology stack and support clients through more of the work required to turn a strategy into a functioning solution."
The three announcements reflect a broader shift in what advisors and wealth management firms are being asked to build. AI integration is no longer a future-state aspiration but a present-day operational expectation, from how clients are onboarded to how prospects are nurtured and how platforms are engineered.
Industry observers have noted that the platform of greatest value in 2026 will be the one capable of serving as a single source of truth for advisors and clients, powered by AI to automate tasks, normalize data, and free up advisors to deliver higher-value guidance.
This week's announcements suggest the market is moving in that direction - through custody platforms, growth infrastructure, and engineering services alike. For advisors evaluating their technology choices for the year ahead, the question is no longer whether AI belongs in the stack, but which layer it enters first.
Coverage of the AI transformation reshaping wealth management and how leading firms are building their AI-enabled operating models continues at InvestmentNews.
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