An MIT professor said out loud what every advisor already knows, Wealthbox figured out how to run your morning prep without you asking, and Vanguard will start offering free AI portfolio analysis to any advisor with an account. The fee compression debate is back too. We've heard that one before.
Let's get into it.
Wealthbox Shipped an AI Agent That Runs in the Background. Here's What It Actually Does.
Wealthbox announced two new AI features this week. The AI Assistant lets you search client data and request actions using plain language: create a contact, draft a message, trigger an onboarding playbook. The AI Agent is different: set it up once and it runs on a schedule without re-prompting, handling tasks like generating your daily list of priority client touchpoints. CEO John Rourke: "We're making Wealthbox the place that helps you decide what to do next."
Why you should care: If you're on Wealthbox, the Agent is the feature worth testing first. A task that runs automatically on a schedule is a different thing (and better IMO) than one that doesn't.
MIT Says AI Already Has the Financial Expertise. It Just Can't Be Sued When It's Wrong.
MIT finance professor Andrew Lo told CNBC this week that AI has cleared the expertise bar for financial advice. His words: "The problem that we have to solve is not whether AI has enough expertise. The answer right now is, clearly, AI has the expertise." What it doesn't have is fiduciary duty. "What they don't have is that fiduciary duty. They don't have the ability to suffer consequences if they make a mistake to the same degree that a human advisor does." Lo says the idea of acting in a client's best interest "has no teeth" without legal accountability.
Why you should care: Useful talking points if a client ever asks about AI and your value. Lo's argument covers the fiduciary piece. The behavioral piece is yours: helping clients stay the course, talking them out of bad decisions, keeping a long-term plan intact when short-term noise makes everything feel urgent. Not in any AI's job description.
Vanguard Built an AI That Does Your Portfolio Analysis On Demand. It's In Pilot Now.
Vanguard launched Expert Insights in pilot this week, an AI tool that turns complex portfolio data into personalized investment guidance using Vanguard's own methodology. The goal is to give advisors on-demand access to the kind of analysis Vanguard's portfolio specialists normally deliver in engagements, without the scheduling or the wait. Full rollout through the Portfolio Analytics Tool is planned for later in 2026. For context: advisor demand for Vanguard portfolio analysis has roughly quadrupled over the past six years, which is what drove this build.
Why you should care: In pilot now, but if you use Vanguard in client portfolios, worth getting on the waitlist. On-demand AI portfolio insights inside your existing workflow is where this is heading.
Citi Just Rolled Out Three AI Tools for Its Advisors. Here's What Each One Does.
Citi Wealth unveiled three new advisor AI tools this week, all in pilot with North American advisors. CitiScribe handles AI note-taking and automates client conversation follow-ups. AskWealth CIO gives advisors a conversational interface to query Citi's Chief Investment Office reports directly. Client360 pulls client data into a single aggregated dashboard. When one of the largest wealth managers ships three named advisor AI tools in one announcement, it moves the benchmark for what "AI-equipped" means industrywide.
Why you should care: Clients aren't asking what tools their advisor uses. They want confidence about their situation. Tools like these help advisors deliver faster, clearer answers to that question. That's the win.
Consultants Are Starting to Say the Quiet Part Out Loud: AI Could Compress Your Fees
A new AdvisorHub report says AI could spark the next wave of advisor fee compression, with the most exposure for advisors whose value sits in financial planning and portfolio analysis. As AI tools replicate those functions, clients gain more reason to question what they're paying for. This is not a prediction that fees collapse overnight. Advisors who can't articulate value beyond planning mechanics will feel it first.
Why you should care: Robo-advisors were supposed to do this to fees too. The ones who kept growing focused on what clients value: trust, judgment, being in their corner when things get hard. Do that well and the fee conversation takes care of itself.
Watt, the Amplify for Advisors Agent
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Write down your two-sentence answer to this: "Why do I still need a human advisor when AI can give financial advice?"
Sentence one is Lo's fiduciary argument. Sentence two is yours: staying the course, talking clients out of bad decisions, keeping a long-term plan intact when markets make everything feel urgent. Have it ready before someone asks.
Sam is the creator of Amplify for Advisors and Watt, the Amplify for Advisors Agent. A former RIA owner whose work has been featured in Forbes, NerdWallet, Nasdaq, and more, he teaches financial advisors to use AI in their own voice while staying compliant.