How to Run Client Review Meetings with AI: Prep, Notes and Follow-Up

What does an AI-assisted review meeting look like end to end?

A review meeting has three phases, and AI helps differently in each. Before: gather data, write a brief and an agenda. During: get consent, record or take notes, stay focused on the client. After: review the summary, update the CRM, create tasks, send the follow-up and file the records.

This guide is a workflow, not a product comparison. If you're still choosing a notetaker, start with our comparison of the best AI notetakers for financial advisors, then come back here to set up the process. The steps below work whether your firm uses an advisor-specific notetaker, a general one, or no notetaker at all. To check whether the time saved is worth the cost, see how to measure the ROI of AI tools.

Before you start, confirm your firm has approved the tools you'll use and the client data they may receive. If your firm doesn't yet have a written AI policy, put one in place with your compliance team first; our guide to writing an AI acceptable use policy has an outline.

Who does what on your team?

The workflow runs more smoothly when each step has an owner. In a solo practice, you own everything, and the point of AI is to shrink each step. In a team, one possible split looks like this; every firm will adjust it.

Associate or client service: gathers data two weeks out, sends the agenda and document requests, books the meeting and confirms how the client will join.

Advisor: reviews the brief, runs the meeting, asks for recording consent, approves the AI summary and the follow-up, and owns every recommendation.

Operations: enters approved tasks, processes paperwork through your normal procedures and confirms that records have reached the archive.

Compliance: sets the consent procedure, decides which outputs are records, and spot-checks summaries and follow-ups. Write the split into your procedures so it survives staff changes.

Two weeks out: what data should you pull together?

Most of the prep time in a review goes into finding things: last year's notes, open tasks, account changes, planning updates, life events the client mentioned in passing. AI can assemble this quickly, but only from data you give it in an approved tool.

From the CRM: last meeting's notes and action items, open tasks, recent emails and service requests, household members and any life events logged. CRMs in our crm & client follow-up category, such as Wealthbox and Redtail CRM, keep these in one client record; Wealthbox says it includes built-in AI features.

From planning and portfolio systems: the current plan status, any goals that changed, and the account summary you'd normally review. Pull numbers from the source system rather than having AI calculate them.

From the client: a short pre-meeting email asking what's changed and what they want to cover. The document request prompt in our library drafts a friendly request for statements or documents you need ahead of time.

Some advisor notetakers also handle prep. Zocks says it automates meeting prep along with notes and planning data entry, and Jump says it turns meetings, emails and documents into notes and workflows. Check exactly what data each pulls and from where before relying on it.

How do you build the agenda and pre-meeting brief with AI?

Give an approved AI tool the data you gathered and ask for two things: a one-page brief for you and a short agenda for the client.

The brief should list what changed since the last meeting, open action items, upcoming deadlines you track (for example required minimum distributions, if relevant), questions to ask and anything sensitive to handle carefully. The one-page pre-meeting brief prompt is built for this. Read it critically: AI summaries can drop or invent details, so confirm anything important against the CRM.

The agenda should be short and in plain English: three to five topics, with room for the client's own questions. The annual review agenda prompt drafts one. Send it a few days ahead so the client can add topics.

If you expect hard questions, the anticipate client concerns prompt in our library helps you prepare clear, balanced answers. It's a thinking aid, not a script.

How should you handle recording consent?

If an AI notetaker will record or transcribe the meeting, get consent from everyone in the room or on the call, every time, and document it.

Here's why the safe default is to ask everyone. The federal wiretap statute, 18 U.S.C. § 2511(2)(d), generally allows a person who is a party to a conversation, or who has one party's consent, to record it, unless the recording is made for a criminal or tortious purpose. But states have their own recording laws, and some require the consent of every party. When a meeting includes people in different states, which state's law applies isn't always clear. Asking everyone, and noting that they agreed, avoids the question. Have your compliance team or counsel set the firm's procedure.

In practice: mention recording in the meeting invitation, ask again at the start ("Is it OK if I use a notetaker to record and summarize today so I can focus on you?"), and log the answer. If anyone declines, turn recording off and take notes the old way, or use a tool mode that doesn't keep a recording if your firm has approved one. Respect a "no" without pressure.

Check what your tool does automatically. Some notetakers join as a visible participant or announce themselves; others don't. Ask your vendor how consent is captured before you rely on it.

What should you do during the meeting?

The point of a notetaker is that you can listen. Keep your own short notes on the things that matter most: decisions, any change in goals or risk tolerance, new family or health information, and anything the client asked you to do. Those are the facts you'll check the AI summary against.

Say important things clearly. Notetakers are better at capturing a clear summary ("So we've agreed to increase your monthly contribution starting in March") than an implied one.

Don't let the tool give advice. Recommendations come from you, through your firm's normal process, not from an AI suggestion in a side panel.

Note anything off the record. If a client shares something they don't want in writing, decide with compliance how your firm handles that; don't assume the notetaker can selectively forget.

Close with a recap. In the last few minutes, say the decisions and next steps out loud and ask the client to confirm them. It helps the client, and it gives the notetaker a clean, accurate summary to work from, which makes your review faster.

How do you check the AI summary before it becomes the record?

This step is the one most often skipped, and the one that matters most. Generative AI can produce confident, inaccurate output; FINRA's 2026 Annual Regulatory Oversight Report describes these "hallucinations" as information that is inaccurate or misleading but presented as fact, and lists validation and human review of outputs among the practices firms may use.

Review within a day, while the meeting is fresh. Check names, numbers, dates, decisions and action items against your own notes. Remove anything the client didn't say, add anything important that's missing, and fix the tone if it overstates commitments.

Use a checklist prompt. The check an AI meeting summary prompt lists what to look for. If your rough notes are messy, the rough notes to structured summary prompt turns them into something you can compare side by side.

Mark it reviewed. Whatever your tool or CRM supports, make it clear which version is the approved summary and who approved it.

Watch for the subtle errors. The obvious mistakes, like a wrong name, are easy to catch. Harder ones include a summary that turns a client's "maybe next year" into a firm decision, merges two topics, attributes a spouse's comment to the wrong person, or leaves out a concern the client raised. Read the summary with those in mind, especially for family meetings where several people speak.

Keep the review proportionate. A routine check-in may need a two-minute read; a meeting where you discussed a significant change to the plan deserves a careful line-by-line check before anything is filed or sent.

How do you update the CRM and create tasks?

Once the summary is approved, move it into the client record and turn action items into tasks with owners and due dates.

Many notetakers integrate with advisor CRMs. Zocks highlights two-way integrations with advisor tools, Finmate AI says it pre-fills forms from client interactions, and Fathom offers AI-powered CRM updates for teams. Before turning on automatic CRM writes, decide whether you want AI updates to post directly or wait for your approval; for client records, waiting is usually safer.

Tasks to create: the client's to-dos (documents to send, forms to sign), your firm's to-dos (trades to place under your normal process, plan updates, referrals to a CPA or attorney), and the date of the next review. Assign each to a person, not to "the team."

Set a 48-hour rule. A practical target is to have the summary approved, the CRM updated, tasks assigned and the follow-up sent within two business days of the meeting. The exact window is your call; what matters is that it's written down and tracked, so AI speed turns into consistent client service rather than a backlog of unreviewed drafts.

How do you write and send the follow-up email?

A good follow-up recaps what you discussed, lists next steps for each side and invites questions. AI drafts these well from an approved summary. The meeting follow-up email prompt is a good starting point, and the rewrite for clarity prompt helps if the draft is too technical.

Review before sending. The follow-up is a client communication. Check that it matches the approved summary, doesn't promise results, and describes any recommendation accurately and in a balanced way. If your firm requires compliance review of certain client emails, follow it.

Send from your firm's email system, not from a notetaker's own email feature, unless your firm has confirmed that feature is captured by your archive.

Keep it readable. Clients skim. Lead with the two or three things that matter most, put each side's next steps in short separate lines, and attach documents rather than pasting long explanations. If a topic needs a fuller explanation, offer a call rather than a longer email.

What should you archive after a review meeting?

Decide with your compliance team which outputs your firm treats as records and keep them in your archive, not only in the notetaker's app. A notetaker can produce a recording, a full transcript, an AI summary and a follow-up email; your policy should say which of these the firm keeps, where and for how long.

For SEC-registered advisers, Rule 204-2 requires keeping written communications relating to advice given or proposed, among other records, generally for five years. Broker-dealers preserve business-related communications under SEA Rule 17a-4 and FINRA Rule 4511. The sent follow-up email is almost certainly a record. Whether the summary or transcript is depends on its content and your firm's policy; our guide to record-keeping for AI chats and notetakers walks through the analysis.

Keep the pieces together. Whatever you keep, make it easy to find later: the approved summary, the sent follow-up and any recording or transcript your policy requires should be retrievable by client and date. If a client or regulator asks what was discussed and agreed in a particular review, you want one place to look, not three apps.

Check your notetaker's retention settings. If it deletes recordings or transcripts after a set period, make sure anything you're required to keep has been exported first. And remember that client data held by a vendor is covered by your firm's privacy and vendor-oversight obligations under amended Regulation S-P; our AI vendor due diligence guide lists what to ask.

Sources

Federal law: 18 U.S.C. § 2511 (Cornell LII).

FINRA: 2026 Annual Regulatory Oversight Report, GenAI; Rule 4511.

SEC: Rule 204-2 (eCFR); Regulation S-P amendments, final rule. This guide is general information, not legal or compliance advice.