Recording client meetings and generating transcripts is straightforward with approved tools such as Otter, Fathom, and Fireflies. They can produce a transcript quickly, but accuracy varies with audio quality, speakers, terminology, and settings. The harder question is what to do with an 8,000-word transcript of a 60-minute planning meeting.
Nobody needs all of it. What the advisor and client both need is a clear record of what was decided, what action items came out, and what topics should come back up.
What a useful summary contains
Decisions made: changed allocation, added beneficiary, agreed to increase savings rate by a specific percentage.
Action items with responsible parties and target dates: the client will send an updated insurance statement by a specific date, and the advisor will run a Roth conversion analysis before the next meeting.
Topics to follow up on: the client mentioned an upcoming job change, flag this for the next check-in.
Sentiment worth noting: the client expressed concern about market volatility. It was addressed in the meeting but is worth proactively revisiting in the next communication.
A well-configured AI can extract this from a transcript in a few minutes. The advisor reviews, corrects anything wrong or missing, and the summary goes into the CRM attached to the meeting record.
The recordkeeping angle
A reviewed, timestamped summary can make follow-up and CRM documentation easier. It does not replace records the firm is required to retain. The workflow should preserve the source material when required, record who reviewed the draft, and follow the firm's supervisory and retention policies. For SEC-registered advisers, the starting point is the Advisers Act books-and-records rule; broker-dealers have a different rule set.
What to watch for
AI summaries make mistakes. They misattribute quotes, miss nuance, and occasionally add something that wasn't said. Every summary needs advisor review before it's finalized or shared. The AI is drafting, not finishing.
Compliance teams at different firms have different requirements for AI-generated notes. FINRA's 2026 GenAI guidance emphasizes that existing supervision, communications, recordkeeping, and fair-dealing obligations still apply when a member firm uses GenAI. Know which rules and written policies govern your firm before rolling this out.
Build notes: set up the summary so it can be defended
Before turning on any meeting recorder or summarizer, settle three things with compliance. First, whether clients are told that a meeting is recorded and how consent is captured. Second, where the recording, transcript and summary are stored and for how long, so they fit the firm's recordkeeping policy. Third, who reviews the output before it becomes part of the client file.
Use a fixed summary template so every meeting produces the same sections: decisions made, action items with owners and dates, topics the client raised, and anything that sounds like a change to goals, risk tolerance or circumstances. A template makes review fast and makes gaps obvious.
Treat the summary as a draft. The advisor reads it the same day, corrects names, numbers and anything the tool guessed, and only then saves it. Never let a summary create a client-facing message or a trade instruction on its own. Spot check a sample each month against the recording to see what the tool misses, such as numbers said quickly or a client's hesitation, and write those findings into your review checklist.
