Industry Guide: Wealth Management
How to Use Claude in Wealth Management: A Guide for Advisors and RIAs
More of the week with clients, less of it in the CRM.
This guide is for financial advisors, RIAs, and wealth management teams who want to put Anthropic's Claude to work on client meeting prep, follow-up notes, portfolio reviews, onboarding, and compliance checks. It explains what Anthropic released for advisors in September 2026 and what named advisory firms said about it in Anthropic's own announcement.
Learning how to use Claude in wealth management starts with the administrative work around each client relationship: preparing for meetings from CRM notes and account data, turning meeting notes into follow-up emails and tasks, drafting portfolio rebalance reviews, summarizing estate and tax documents for discussion, and pre-checking communications against compliance policy. Claude prepares and drafts. The advisor keeps the advice, the fiduciary duty, and the relationship, and reviews everything before a client sees it.
Published
Key Takeaways
- The most useful advisor tasks are pre-meeting prep, post-meeting notes, rebalance reviews, estate and tax briefs, prospect intake, and compliance pre-checks.
- In September 2026 Anthropic released an advisor plugin for Claude Cowork with connectors to platforms including Schwab, Vanguard, BlackRock, Orion, Addepar, and Wealthbox.
- Advisory firms quoted by Anthropic, including Ritholtz and Mercer Advisors, stress that judgment and accountability stay with the advisor.
- Claude does not replace financial planning software or the advisor's fiduciary judgment.
- Client data belongs only in a workspace your firm and its compliance team have approved.
Copy and Paste
Prompts You Can Use Today
Pre-meeting brief
You are my associate at an independent RIA. Using the CRM notes, last meeting summary, and account overview pasted below, prepare a one-page brief for tomorrow's annual review: what has changed in the client's life and accounts since we last met, open action items from last time, questions I should ask, and topics to raise, such as rebalancing, cash needs, or beneficiary updates. Mark anything you inferred rather than read. Material: [paste].
The inferred-versus-read marker tells you what to confirm before the meeting.
Post-meeting notes and follow-up
Here are my rough notes from today's client meeting. Turn them into three things: a CRM note in our standard format covering discussion, decisions, and next steps; a warm, plain-language follow-up email to the clients summarizing what we agreed, with no investment recommendations beyond what is in my notes; and a task list with owners and due dates. Notes: [paste].
Keep the instruction that the email adds no recommendations. Compliance will thank you.
Rebalance review
Compare the current holdings below with the client's target allocation from their investment policy statement. Show drift by asset class in a table, list trades that would bring the portfolio back within the tolerance bands stated in the policy, and flag any trade that would realize a large gain in a taxable account. Show your calculations. Do not recommend specific securities that are not already held or on our approved list. Data: [paste].
Always confirm the calculations in your portfolio management system before placing trades.
Estate document summary for discussion
Summarize the estate planning documents below for an advisor meeting, not as legal advice: who the fiduciaries and beneficiaries are, how assets pass, any trusts and their key terms, and apparent gaps or inconsistencies with the beneficiary designations I have listed. End with questions to raise with the client and their attorney. Quote the document for each point. Documents and designations: [paste].
Frame the output as questions for the attorney, never as conclusions.
Compliance pre-check of client communication
Review the draft client email below against our communication policy, which I have pasted. Flag any statement that could be read as a performance promise, a guarantee, an unbalanced description of risk, or a recommendation not documented in the client file. For each flag, quote the sentence and suggest a compliant rewrite. Policy and draft: [paste].
A pre-check helps, but your firm's compliance review still applies.
From Anthropic
What Anthropic offers for Wealth Management
Claude for Financial Advisors
A Claude Cowork plugin released in September 2026 that bundles connectors to advisor platforms, including Addepar, BlackRock, Charles Schwab, Envestnet, iCapital, Orion, SS&C Black Diamond, Wealthbox, Wealth.com, Vanguard, and Zocks, with workflow skills for meeting prep, post-meeting follow-up, rebalance reviews, estate and tax briefs, onboarding, prospect intake, and compliance. Anthropic recommends Enterprise plans.
· Source
Claude for Financial Services
Anthropic's broader financial services offering, announced in July 2025, combining Claude models and enterprise access with connectors to data providers such as Morningstar, FactSet, and S&P Global. Anthropic says data is not used for training by default.
· Source
In Practice
How Wealth Management Teams Use Claude
According to Anthropic's published customer story
Ritholtz Wealth Management
In Anthropic's September 2026 advisor announcement, Ritholtz Wealth Management's leadership described wanting planners off CRM busywork, framing the goal as saving hours rather than cutting people.
According to Anthropic's published customer story
Mercer Advisors
Mercer Advisors' president, quoted in Anthropic's announcement, described Claude helping teams work across clients' financial lives while advisors keep judgment and accountability.
According to Anthropic's published customer story
Rockefeller
Rockefeller's COO, quoted in Anthropic's announcement, described technology as support for advisors in serving clients.
According to Anthropic's published customer story
Vanguard
Vanguard, a connector partner in Anthropic's advisor release, said its aim is to give advisors more time with clients.
According to Anthropic's published customer story
Pictet
According to Anthropic's customer story, the Swiss private bank Pictet has given hundreds of staff access to Claude Code and Claude Cowork and trained them through workshops, with product managers building prototypes in minutes instead of weeks.
Illustrative walkthrough
An annual review, before and after
- The day before an annual review, the advisor asks Claude for a brief from the CRM notes and account overview.
- Claude lists what changed, open action items, and questions, marking two points it inferred rather than read.
- The advisor confirms both points in the CRM and adds a topic about a family change the notes did not capture.
- After the meeting, Claude turns the advisor's rough notes into a CRM entry, a follow-up email, and a task list.
- The advisor edits the email, removes one sentence compliance would question, and sends it.
Wealth Management and Claude: the Published Numbers
Core Workflows
Claude Wealth Management Use Cases for Advisors
These are the tasks where AI for wealth management and AI for financial advisors return the most time to client work.
AI for client meeting prep
AI for client meeting prep means briefs built from CRM notes, account changes, and open items, so every review starts with what changed and what to ask.
Post-meeting notes
Rough notes turned into CRM entries, follow-up emails, and task lists in minutes, reviewed by the advisor before sending.
AI for portfolio rebalancing reviews
AI for portfolio rebalancing reviews means drift tables and rationales drafted against the investment policy statement, with tax impacts flagged.
Estate and tax briefs
Summaries of estate documents and tax returns that turn into questions for the client, their attorney, or their accountant.
Prospect intake and onboarding
Intake summaries, onboarding checklists, and account paperwork tracking, with KYC and suitability information organized for review.
AI for advisor compliance
AI for advisor compliance covers pre-checks of client communications and marketing against firm policy, and documentation of the advice process.
What Anthropic Released
How Financial Advisors Use AI Today
Ask how financial advisors use AI and the answer is mostly administration: meeting prep, notes, follow-ups, and paperwork. That is where advisors lose the hours they would rather spend with clients, and it is where AI wealth management tools have focused.
In September 2026 Anthropic released a plugin for Claude Cowork aimed at advisors, bundling connectors and workflow skills. According to Anthropic's announcement, the connectors include Addepar, BlackRock, Charles Schwab, Envestnet, iCapital, Orion, SS&C Black Diamond, Wealthbox, Wealth.com, Vanguard, and Zocks, and the workflows cover advisor onboarding, alternative investments briefs, compliance and AI policy, estate and tax briefs, portfolio rebalance reviews, post-meeting notes and follow-up, pre-meeting prep, and prospect intake. Anthropic recommends Enterprise plans for it.
For firms that have not adopted it, every workflow on this page still works in a standard Claude chat or project with documents you are allowed to share. The difference is that connectors pull account and CRM data in directly instead of through copy and paste.
The Advisor's Role
Can AI Replace a Financial Advisor?
The firms quoted in Anthropic's announcement answer this plainly. Ritholtz Wealth Management's managing partner put it as hours, not headcount. Rockefeller's chief operating officer said technology should support advisors, not replace them. Mercer Advisors' president said judgment and accountability stay with the advisor.
That matches how the work actually divides. Claude can assemble the facts, draft the analysis, and write the follow-up. It cannot sit across from a couple deciding when to retire, understand what they are not saying, or carry the fiduciary duty to act in their best interest. Those are the reasons clients pay an advisor.
Can Claude do financial planning? It can help with pieces of it: explaining concepts, organizing a client's information, checking a plan summary for inconsistencies, and drafting scenarios for discussion. Planning calculations belong in your planning software, and recommendations belong to the advisor.
Choosing Tools
Claude vs ChatGPT for Financial Advisors
The Claude vs ChatGPT for financial advisors decision is best made on your own work and your firm's rules. Take a past meeting's notes, a rebalance you already reviewed, and a client email your compliance team already approved. Run the same prompts in each tool and compare accuracy, tone, and how each handles missing information.
For most advisors the deciding factors are integration and compliance: whether the tool connects to your custodian, CRM, and portfolio platform, whether its data terms satisfy your firm, and whether its use can be supervised and archived as your regulator requires.
AI financial advisor training matters more than the tool choice. Advisors who learn to give precise instructions, check output against the source, and keep recommendations in their own hands get value from any capable assistant.
Getting Started
AI for RIAs: A First Month Plan
Get compliance on board
Agree which tool, which data, and which supervision and archiving rules apply before using client information.
Start with notes
Post-meeting notes are low risk and high volume. Use them to build the habit of reviewing every draft.
Add meeting prep
Once notes are routine, add pre-meeting briefs. Check each brief against the CRM for the first few weeks.
Write your house style
Save your firm's tone, disclosures, and formats in a project so every draft starts closer to done.
Limits
Fiduciary Duty, Accuracy, and Client Trust
Claude can miscalculate, misread a statement, or state outdated tax or contribution rules from its training data. Every figure that informs advice must come from your systems of record, and every rule should be checked against current guidance. Is AI safe for retirement planning? As a drafting and organizing aid under an advisor's review, yes. As an unsupervised source of retirement advice, no.
Your regulatory obligations do not change because a tool drafted the text. Suitability, best interest, communication rules, and recordkeeping all still apply to anything you send or recommend.
Client data is highly sensitive. Use only approved tools, share the minimum necessary, and never paste client information into a personal account.
Win Back Hours for Your Clients
Advisors who get value from AI have practiced giving precise instructions and reviewing output. The free Nightschool AI curriculum is hands-on from the first lesson.
Frequently Asked Questions
How do financial advisors use AI?
Mostly for administration around client relationships: meeting prep, post-meeting notes and follow-up emails, rebalance reviews, onboarding paperwork, and compliance pre-checks. In September 2026 Anthropic released an advisor plugin for Claude Cowork that packages these workflows with connectors to custodians and advisor platforms.
Can Claude do financial planning?
Claude can help with parts of planning: organizing a client's information, explaining concepts, checking a plan summary for inconsistencies, and drafting scenarios to discuss. Calculations belong in planning software, and recommendations belong to the advisor, who carries the fiduciary duty.
Is Claude better than ChatGPT for finance?
It depends on the task and your firm's approved tools. Test both on your own notes, reviews, and emails and compare accuracy and tone. For advisors, integration with your custodian and CRM and your firm's compliance requirements usually decide the question.
Can AI replace a financial advisor?
The advisory firms quoted in Anthropic's announcement say no: Ritholtz frames it as hours, not headcount, and Mercer Advisors says judgment and accountability stay with the advisor. AI takes over preparation and paperwork, while advice, relationships, and fiduciary responsibility remain human.
What custodians and platforms connect to Claude for advisors?
According to Anthropic's September 2026 announcement, the advisor plugin's connectors include Charles Schwab, Vanguard, BlackRock, Envestnet, iCapital, Orion, SS&C Black Diamond, Addepar, Wealthbox, Wealth.com, and Zocks. Availability depends on your firm's plan and setup.
Is AI safe for retirement planning?
As a drafting and organizing aid reviewed by an advisor, it can be. As an unsupervised source of retirement advice, it is not: tax rules, contribution limits, and benefit rules change, and Claude's training data may be out of date. Check every figure against current sources.
Does using AI change an advisor's obligations?
No. Suitability, best interest, communication, supervision, and recordkeeping rules apply to anything you send or recommend, whether or not a tool drafted it. Agree with compliance how AI-assisted work is supervised and archived.
Is it safe to put client data into AI?
Only in a tool and plan your firm has approved after reviewing data terms, with the minimum data necessary. Never use a personal account for client information.
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