Recording a meeting, transcribing it, and generating a summary is now within reach with plenty of tools.
For a wealth advisor, the need goes much further.
A good copilot needs to understand wealth management vocabulary, identify the information that matters, structure the client's data, and make it easy to reuse in the CRM, compliance, and advice.
In 2026, two families of tools stand out:
generalist copilots like Fireflies and Fathom
copilots specialized for wealth management like Figen AI and Apana
Generalist or specialized copilot?
Generalist copilots
Fireflies and Fathom are built to cover many different professions.
They record meetings, produce transcripts, generate summaries, and identify next steps. They can also send a summary into a CRM or a collaboration tool.
These solutions are simple to deploy and effective at automating note-taking.
Their limitation comes from their generalist approach.
They can transcribe a discussion about a retirement plan, a French real estate fund, a beneficiary clause, or a property sale without necessarily turning those elements into structured data within the wealth file.
The advisor mostly ends up with a text summary that still needs to be qualified, checked, and sometimes re-entered.
Copilots specialized for wealth advisors
Figen AI and Apana were built to understand conversations specific to wealth management.
They recognize industry vocabulary and try to identify assets, goals, changes in situation, and next steps.
Figen AI adapts its output based on the type of meeting and can suggest creating or updating a client profile in compatible CRMs.
Apana goes further in structuring the wealth inventory.
Apana Copilot natively analyzes meetings, but also documents, emails, and attachments. Document analysis is built directly into Copilot.
From these different sources, Copilot can extract close to 200 fields specific to the client's wealth, including:
family situation
income and expenses
real estate holdings
life insurance, retirement plans, PEA, and brokerage accounts
French real estate funds and other investments
loans
wealth goals
investment horizons
risk profile
KYC and AML/CFT elements
This level of granularity makes it possible to build a much fuller wealth inventory than a simple meeting summary.
Copilot is also connected to compatible AI assistants. This lets the advisor directly query their meetings, documents, and client files in natural language to prepare a meeting, find a piece of information, or launch a wealth analysis.
Comparing meeting copilots for wealth advisors
The ratings below assess how well each solution fits the wealth advisory profession, not its general quality across all industries.
Solution | Strengths | Limitations for a wealth advisor | Rating |
|---|---|---|---|
Fireflies | Broad coverage of video-conferencing tools, multilingual transcription, summaries, conversational search, and many integrations | Generalist understanding. Wealth information mostly stays in a transcript or summary that still needs to be reworked | ★★★☆☆ |
Fathom | Simple tool, structured summaries, action items, follow-up emails, and syncing with several CRMs | Structuring stays generic and doesn't map directly to the fields of a wealth file | ★★★☆☆ |
Figen AI | A copilot built for wealth professionals, industry vocabulary, in-person and video-conference meetings, client update suggestions | How the data gets used depends on the CRM in place and the integrations available | ★★★★☆ |
Apana | Built-in analysis of meetings, documents, emails, and attachments. Extraction of close to 200 wealth fields, CRM updates, and connection to AI assistants to query files and launch analysis directly | Its full value shows up once the extracted data is reused in the CRM, advice, and compliance | ★★★★★ |
Our methodology This comparison was carried out in July 2026 based on vendors' public information and our own hands-on testing of the tools cited. Apana is the publisher of one of the solutions presented: the ratings reflect our reading of how well each tool fits the wealth advisory profession, not its general quality across all industries.
How to choose your meeting copilot
Check the formats it supports
The tool needs to work with how your firm actually operates:
in-person meetings
Google Meet
Microsoft Teams
Zoom
already-recorded audio files
A tool built only for video conferencing will struggle to cover all of a firm's meetings.
Test its grasp of industry vocabulary
Transcription quality alone isn't enough.
The copilot needs to understand the terms wealth advisors use every day: usufruct/bare ownership splits, beneficiary clauses, retirement plans, French real estate funds, Dutreil pacts, LMNP, life insurance, or risk profile.
A good test is to record a real wealth conversation and check what the tool retains from it.
Distinguish a summary from structured data
A summary tells you what was said.
Structured data states that a client holds €150,000 in life insurance, sold an apartment, now has new liquidity, and wants to prepare for retirement in twelve years.
That difference determines how much work is left for the advisor after the meeting.
Check the level of CRM integration
Some solutions simply drop the summary into a note.
Others can suggest creating or updating client file fields, generate tasks, and flag missing supporting documents.
So it's worth checking precisely what the vendor actually means by "CRM integration."
Account for documents
A significant share of wealth information sits outside meetings:
contract statements
tax notices
tax returns
amortization schedules
company bylaws
emails
attachments
A copilot limited to the meeting only covers part of client data collection.
Check the connection to AI assistants
Extracted data needs to be usable after the meeting.
Connection to AI assistants lets the advisor directly query their files, prepare a meeting, find a piece of information, or launch a first analysis without manually rebuilding the client's context.
Check data protection
The firm needs to check:
recording conditions
client information and consent
data location
how long audio files are kept
subcontractors used
deletion options
the terms under which AI models use the data
Our recommendation
For a wealth advisor, we clearly recommend favoring a specialized copilot over a generalist tool.
Fireflies and Fathom effectively automate transcription and summaries. They still leave the advisor with a significant share of the qualification, structuring, and re-entry work.
An industry-specific copilot understands wealth vocabulary and turns conversations into genuinely usable data.
Figen AI is a solid option for adding an industry assistant on top of an existing CRM.
Apana Copilot takes a broader approach. It handles meetings, documents, emails, and attachments in the same tool, then extracts close to 200 fields specific to the wealth inventory.
That information can then feed the CRM, compliance, and wealth analysis. It's also accessible from connected AI assistants to prepare upcoming meetings or launch an analysis directly.
For a firm that genuinely wants to cut re-entry and put client data to work after every interaction, a specialized copilot able to finely structure the wealth inventory is therefore the most consistent choice.
Want to see Copilot extract a full wealth inventory from a real meeting?