AI Meeting Prep Agent

A Meeting Prep Agent assembles what an adviser needs before every client meeting, pulling from the CRM, the portfolio, the financial plan, and open tasks into a single briefing. It gathers and drafts; the adviser walks in and leads the conversation.

Tecla builds and operates it in your environment, on your CRM and portfolio data, under the controls your firm already answers to.

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The shift underway

Meeting preparation is where advisers first put AI to work, because the prep is heavy, repetitive, and happens before every client conversation. The numbers show how strongly the profession expects it to land here.

7.7/10

how strongly advisers expect AI to lift back-office work, versus 4.4 for client-facing.

Source: T3 / Inside Information 2026 survey

2,906

advisers rated meeting and back-office tasks as AI's clearest near-term win.

Source: T3 / Inside Information 2026 survey

~60%

less pre-meeting prep time reported in live adviser testing of AI prep tools.

Source:

Advisor360 live testing, 2026

How it works

What runs inside

Good preparation means reading across the CRM, the portfolio, the plan, and the last conversation before every meeting. That reading is thorough but repetitive, and the agent does it for each client so the adviser arrives ready to talk.

01

Context Gather

Pulls the last meeting notes, open tasks, and recent CRM activity for the client into one place, so nothing from the relationship is left behind.

Reads the history
02

Portfolio Read

Summarizes performance since the last review, allocation changes, and any position that has drifted, in the plain terms a client conversation needs.

Reads the accounts
03

Plan Check

Compares progress against the financial plan, flagging goals on track, funding gaps, and milestones worth raising in the meeting.

Reads the plan
04

Gap Finder

Surfaces what manual prep tends to miss: missing beneficiaries, unconsolidated outside assets, tax-loss opportunities, and reviews coming due.

Finds what's missing
05

Agenda Draft

Assembles an adviser-facing briefing and a client-ready agenda, organized and sourced, ready for the adviser to edit and lead from.

Builds the briefing

Human in the loop

Every item in the briefing is sourced back to where it came from, so the adviser can trust it at a glance, edit anything, and walk into the meeting owning the conversation rather than reading from a script.

Scoped to you

This is a typical meeting prep build. The exact parts are scoped to how your firm runs: some pull from a single CRM, others reconcile several data sources, and each firm decides how much of the agenda goes client-facing.

See what this would look like built around your portfolio operation.
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Related agents

How it reaches production

Built, run, and owned, one phase at a time

Plenty of AI tools demo well and then never make it into the weekly rhythm of an advisory practice. A scoped brief, a named team, and someone accountable at each stage are what move this one from trial to daily use.

Sprint

Scope, fixed price

We map the data sources a briefing needs, the CRM and plan access, and how much goes client-facing, then return a plan and a price before you commit.

AI Solutions Lead
Build

Built into your environment

Senior engineers assemble the agent inside your environment, wired into the CRM, portfolio, and planning tools your advisers already work in.

AI Systems Lead
Run

Monitored and improved

The agent adapts as your data sources and meeting formats change, and we report against the metrics set at scope: prep time saved, gaps caught, meetings covered.

Systems Lead + Engineers
Own

Yours, improving

The system is yours to keep, and it grows more useful as it learns your firm's meeting rhythm rather than staying a generic add-on.

Your team

It starts with a fixed-price Tecla Sprint that scopes and prices the build before you commit.

‍ Book a scoping call
How it holds up

Trustworthy enough to walk into a client meeting

A briefing an adviser cannot trust is worse than no briefing at all. What makes this one dependable is that every claim is sourced, checkable, and stops short of anything the adviser should say themselves.

Reviewed by trajectory

Every line traces to a source

Each item in the briefing links back to the record it came from, so an adviser can verify anything before repeating it to a client.

Human in the loop

It drafts, it does not advise

The agent assembles and suggests talking points, but the advice, the judgment, and the client conversation stay entirely with the adviser.

Tuned over time

It learns your meeting rhythm

As your data sources and review formats change, the agent is kept current, so the briefings match how your firm actually runs meetings.

Start the build

Give your team back the hours prep takes

A scoping call maps your meeting workflow and returns what the agent would handle, how success gets measured, and the fixed-price Sprint to build it.

Talk to us

Fixed-price AI Systems Sprint. No commitment until scope is confirmed.

What advisers ask before they build

What is an AI meeting prep agent for financial advisors?

It assembles what an adviser needs before every client meeting: recent CRM activity, portfolio changes, plan progress, and open tasks, pulled into one briefing. Tecla builds and operates it inside your environment, so advisers walk in prepared while the advice and the conversation stay theirs.

How is it different from an AI notetaker?

Notetakers work during and after the meeting; this works before it, building the briefing you walk in with. It reads across the CRM, portfolio, and plan, and integrates with whatever notetaker you already run, so the two complement each other.

Does it talk to clients or give advice?

No. It prepares and drafts only. The advice, the judgment, and the client conversation stay entirely with the adviser. Everything it assembles is a starting point the adviser edits and owns.

What does Tecla's meeting prep build cover?

Tecla scopes the build to your firm: which data sources feed the briefing, how the portfolio and plan are summarized, what gets flagged, and how much of the agenda is client-facing. It runs inside your environment on your own CRM and portfolio data.

How is the briefing kept accurate?

Every item in the briefing is sourced back to the record it came from, so an adviser can verify anything before repeating it to a client. The agent surfaces what it found and where; it does not assert what it cannot support.

Where does it sit relative to our CRM and planning tools?

It reads from them rather than replacing them. It connects to the CRM, portfolio, and planning software your advisers already use, pulling their data into one briefing instead of anyone gathering it by hand.

How is client data kept secure?

The agent runs in your environment, integrated with your systems, under your own access rules. Client data stays within the boundaries your firm already answers to, and you own and control the system Tecla operates.

How long does a build take?

It starts with a fixed-price Tecla Sprint that scopes and prices the build before you commit. The Sprint defines the data sources, the briefing format, and how success is measured, so the meeting prep agent that follows fits your firm.

We already have an operations team. Where does it fit?

It takes the repetitive prep off the team, so their time goes to judgment and client work rather than gathering the same information before every meeting. Tecla builds and operates it alongside them.

How do we get started?

A scoping call maps your meeting workflow and returns what the agent would prepare, how success is measured, and the fixed-price Sprint cost. Book a scoping call with Tecla to start.

Have any questions?
Schedule a call to discuss in more detail.
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