AI Advisor Workflow Agent

Wealth operations run across a CRM, a portfolio system, custodians, and a document tool that rarely talk to each other. An Advisor Workflow Agent runs the repetitive work between them, moving data and triggering the next step. It runs the workflow; a person handles the exceptions.

Tecla builds it inside your environment and runs it, wired into the CRM, portfolio, custodial, and document tools your team already uses.

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The shift underway

The advisor tech stack has grown into a dozen tools that do not connect, and the gaps between them are filled by staff doing manual work. The numbers show the drag that creates and why firms are automating it.

57%

of advisers name a lack of integration between core tools as their top technology pain point.

Source: Orion Advisor

67%

of advisers now run integrated tech stacks, but the integration is rarely native or complete.

Source: Kitces Research

25–40%

more clients served per adviser when the repetitive cross-tool work is automated.

Source: Cerulli Associates

How it works

Inside the agent

Most advisor work is a sequence of small steps across disconnected tools, the kind of cross-tool shuffling that no single platform automates well. The agent runs those sequences end to end, holds at the steps that need a person, and keeps a record.

01

Trigger

Starts a workflow from the event that should kick it off: a CRM update, a new document, a completed task, or a scheduled time, so nothing waits for someone to remember it.

Starts the work
02

Data Move

Carries the right information between the CRM, portfolio system, custodian, and document tools, so the same update does not get re-keyed into four places.

Moves the data
03

Step Runner

Runs each step of the workflow in order, from parsing a statement to updating a record, and adapts when a document or format is not what it expected.

Runs the steps
04

Exception Handler

Holds and routes the steps that need a person: a missing signature, an ambiguous document, or anything outside the rules, so an exception never silently stalls.

Catches the snags
05

Close & Log

Completes the workflow, updates the systems of record, notifies the adviser, and logs what happened, so the task closes cleanly with a trail.

Closes the loop

Human in the loop

The agent runs the routine steps, but it holds at the ones that need judgment: a missing signature, an ambiguous document, anything outside the rules. A person handles those exceptions, so automation never quietly does the wrong thing at scale.

Scoped to you

This is a typical advisor workflow build. The exact steps are scoped to how your firm runs: which tools your stack includes, which workflows eat the most staff time, and where a person needs to step in.

See what this would look like built around your portfolio operation.
‍ Book a scoping call

Related agents

How it reaches production

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

A workflow tool that demos cleanly can break the first time a real document or screen is not what it expected. A scoped brief, a named team, and someone accountable at each stage are what make this one dependable in production.

Sprint

Scope, fixed price

We map the workflows that eat the most time, the tools they cross, and the steps that need a person, then return a plan and a price before you commit.

AI Solutions Lead
Build

Built into your environment

Senior engineers build the agent inside your environment, wired into the CRM, portfolio, custodial, and document tools your workflows run across.

AI Systems Lead
Run

Monitored and improved

The agent adapts as your tools and processes change, and we report against the metrics set at scope: workflows automated, staff hours saved, exceptions handled cleanly.

Systems Lead + Engineers
Own

Yours, improving

The system is yours to keep, and it holds the workflows together as tools change, instead of breaking the way a screen-scraping macro does when a screen moves.

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

Reliable enough to run unattended

Automation that breaks silently is worse than a manual process, because no one notices until the work is wrong. What makes this one safe to run unattended is the structure around it: what it runs, what it holds for a person, and the trail it leaves.

Reviewed by trajectory

Every step leaves a trail

Each action the agent takes across your tools is logged as it happens, so a workflow is auditable end to end.

Human in the loop

It holds where judgment is needed

The agent runs the routine steps but stops at anything ambiguous or outside the rules, routing it to a person. Judgment stays human.

Tuned over time

It holds together as tools change

As your tools update their interfaces, the agent is kept current, so workflows keep running instead of breaking like a brittle screen-scraping script.

Start the build

Connect the work your tools leave undone

A scoping call maps your onboarding chain and returns what the agent would handle end to end, what escalates to your team, and the fixed-price Sprint to build it.

Talk to us

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

What operations leaders ask about workflow

What is an AI advisor workflow agent?

It runs the repetitive, cross-tool work that fills the gaps between an advisory firm's systems: moving data between the CRM, portfolio, custodian, and document tools, triggering the next step, and chasing what stalls. Tecla builds and operates it inside your environment, so workflows run end to end with a person handling the exceptions.

How is it different from Zapier, Power Automate, or RPA?

Those either expect clean inputs and need someone to build and babysit each flow, or they replay screen clicks that break when a screen changes. The agent handles the unstructured inputs and judgment that generic automation cannot, and Tecla operates it so it keeps working as your tools change. It is built for the cross-tool wealth stack, not a generic connector.

Does it act without oversight?

No. It runs the routine steps but holds anything ambiguous or outside the rules for a person, a missing signature, an odd document, an exception. Judgment stays human; the volume is what gets automated, so nothing quietly does the wrong thing at scale.

Why not just use the automation built into our CRM or portfolio tool?

Single-vendor automation only reaches inside that vendor's tool, which recreates the broken-handoffs problem between systems. Wealth operations are cross-tool by nature, so the value is in the layer that spans the CRM, portfolio, custodian, and document tools, which is exactly what Tecla builds.

What does Tecla's advisor workflow build cover?

Tecla scopes the build to your firm: which tools your stack includes, which workflows eat the most staff time, and where a person needs to step in. It runs inside your environment across the systems you already use, and Tecla operates it.

What kinds of workflows can it run?

Client data updates that need to reach several systems, document intake and filing, task handoffs, status chasing, and the routine multi-step processes that currently need an operations person. The build starts with the workflows that cost your team the most time.

How is our data kept secure?

The agent runs in your environment, integrated with your systems, under your own access rules. Client and firm data stays within the boundaries you already answer to, and you own and control the system Tecla operates, rather than routing work through an outside platform.

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 maps your highest-drag workflows and the tools they cross, so the agent that follows fits how your firm actually operates.

We have an operations team already. Where does the agent fit?

It takes the repetitive cross-tool shuffling off the team, so their time goes to client work and the exceptions that need judgment. Tecla builds and operates it alongside them, handling the volume and routing the snags.

How do we get started?

A scoping call maps your highest-drag workflows and returns what the agent would automate, 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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