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Automate RMD Tracking for Advisory Firms

A practical workflow for financial advisory firms to spot clients nearing RMD deadlines, reconcile custodian distributions, and route exceptions for staff.

Sam McKay |
Automate RMD Tracking for Advisory Firms

RMD tracking is a workflow problem

Required minimum distributions create a recurring operational job for advisory firms. Staff need to identify which clients are approaching a deadline, confirm the relevant accounts and amounts, check whether distributions have been completed, and chase anything unresolved.

The work often sits between systems. Account information may come from a portfolio platform, distribution status from custodian portals, and client instructions from emails or CRM notes. A staff member has to bring those pieces together, then remember which cases need another call or message.

That process gets fragile when the tracking sheet is refreshed by hand or when every custodian reports information differently. A client can appear complete in one system while a related account is still waiting on a distribution. A note that says “handled” may not show who confirmed the status, when it was checked, or what evidence supports it.

The goal of automation isn’t to make a distribution decision for an adviser or to replace custodian records. It’s to create a dependable monitoring process: identify the accounts that need attention, organize the available information, and route exceptions to a person who can resolve them.

For an owner or partner, this is a useful operational question because it repeats every year and creates work that’s easy to underestimate. Manual administration, missed follow-ups, repeated checks, and staff time pulled away from higher-value work can create operational costs. That isn’t a promised saving from an RMD workflow. It’s a reminder to look at the cumulative cost of manual administration, missed follow-ups, repeated checks, and staff time pulled away from higher-value work.

Where the manual process breaks down

A typical manual process starts with someone exporting a client or account list. They identify clients who may need an RMD, add dates and amounts to a tracker, and then check multiple custodian portals for distribution activity. The results may be copied into a spreadsheet, a task system, or CRM notes.

The handoffs are where the process tends to lose clarity. One staff member may update the spreadsheet, another may contact the client, and an adviser may approve an exception. If the status field only says “pending,” the next person still needs to work out what is pending and who owns it.

Common sources of rework include:

  • Different custodians presenting distribution status in different formats.
  • Accounts with incomplete or outdated data in the firm’s systems.
  • Client instructions that are buried in email or meeting notes.
  • A distribution initiated but not yet confirmed as completed.
  • Exceptions that need adviser review but have no clear owner or due date.
  • Staff repeating checks because the last check wasn’t recorded consistently.

A tracker can help, but only if it gives the team a shared view of the work. It needs to show the status, the source of the information, the last check date, the next action, and the person responsible. Otherwise, it becomes another place staff have to update without reducing the work elsewhere.

If the broader issue is unclear ownership across operational tasks, a consistent task process matters too. The guide to tracking team task delegation in financial advisory firms covers how to make ownership and follow-up easier to see.

Define the workflow before automating it

Start by agreeing on what your firm considers a complete RMD record. Your compliance and operations leads should set the rules for the firm’s process, including the authoritative sources for account data, how status is verified, and which situations require adviser review.

A useful record usually includes:

  • Client and household identifiers.
  • Account and custodian details.
  • The relevant deadline and the firm’s internal follow-up date.
  • The expected distribution information, sourced from an approved system or reviewed record.
  • Current status, such as not started, requested, in progress, confirmed, or exception.
  • The source and timestamp for the latest status check.
  • The next action, its owner, and its due date.
  • A link or reference to supporting documentation.

These fields aren’t a substitute for the firm’s policies or a custodian’s official records. They provide a consistent operational view. The firm still needs a clear rule for which systems are authoritative when records disagree.

Also decide what the workflow should do when required information is missing. For example, an account without a current status shouldn’t be labeled complete simply because no exception is visible. It should be marked as needing verification, assigned to a person, and given a follow-up date.

What an RMD tracking agent does end to end

An RMD tracking agent can handle the routine work around monitoring and follow-up while leaving judgment and client-specific decisions with staff. A practical version has six stages.

1. Build the working population

On a set schedule, the agent gathers the approved client and account data needed for the current tracking cycle. That might include household records, account identifiers, custodian names, relevant dates, and any existing task or communication history.

The agent should not assume every record is usable. It flags missing identifiers, conflicting account information, or records that haven’t been reviewed. Those cases go to staff instead of silently entering the normal workflow.

2. Identify approaching deadlines

Using the firm’s approved tracking rules, the agent creates a forward-looking list of accounts that need attention. The firm chooses the look-ahead period and internal review cadence. For example, operations might review a weekly queue and increase the frequency of checks as an internal deadline approaches.

The important point is that “approaching” should be defined by the firm, not improvised by the agent. The workflow should make the internal due date visible and distinguish it from the client or account deadline.

3. Gather status across custodians

Where approved integrations are available, the agent retrieves status data from connected systems. Where information must be checked in a portal or supplied by staff, it can prepare the review queue and record the result entered by the reviewer.

The agent should preserve the source of each status. A note such as “confirmed in custodian portal on [date]” is more useful than a status change with no supporting context. If a custodian’s data is delayed, incomplete, or ambiguous, the record should remain unconfirmed until a staff member resolves it.

This is where process design and permissions matter. The agent should use approved access, follow the firm’s data-handling requirements, and avoid taking actions outside its assigned role. In an initial deployment, many firms will want the agent to read, organize, and route information without initiating transactions or sending client instructions.

4. Compare expected and reported activity

The agent compares the available distribution status with the firm’s tracking record. It can flag accounts with no activity, partial or unclear status, mismatched account details, stale verification, or a missing record of client contact.

The agent’s job is to identify the discrepancy, not decide what it means. A difference between two systems could reflect timing, a data issue, an account change, or another circumstance that needs a person to assess.

5. Route exceptions to the right person

Each exception should become an assigned task with a reason, owner, and follow-up date. A clean queue might separate cases that need a data check from those that need client contact or adviser review.

The task should include enough context for the next person to act without repeating the entire investigation. For example: which account is affected, what the latest source says, when it was checked, what information is missing, and what the agent recommends as the next operational step.

The agent can prepare a draft message for staff review when client contact is appropriate under firm policy. It shouldn’t send sensitive instructions or make a recommendation on its own.

6. Close the loop and preserve the record

After a staff member resolves an exception, the agent updates the workflow record with the reviewed status, source, timestamp, and next action if one remains. The case is only marked complete when the firm’s defined completion criteria are met.

That gives the team a history of what happened, rather than a spreadsheet cell that changed from “pending” to “done.” It also makes it easier to spot recurring problems, such as a custodian feed that arrives late or a particular type of record that regularly needs manual review.

For a more focused treatment of the tracking workflow, see how to automate RMD tracking for financial advisors. If the next step is handling the client-facing and processing work after a case is identified, automating RMD processing for advisory clients is a related workflow.

Keep exceptions visible, not buried

The value of automation comes from making unfinished work easier to see and assign. A dashboard or queue should answer a few basic questions without staff stitching together several reports:

  • Which accounts need attention soon?
  • Which records have no recent status check?
  • Which cases are waiting on a custodian, client, adviser, or internal review?
  • Who owns each open action?
  • Which cases are overdue against the firm’s internal follow-up date?
  • What information supports the current status?

Use a small set of status values with clear definitions. If staff can interpret “in progress” in several ways, the queue will reproduce the same confusion as the old spreadsheet. Make “confirmed” mean that the required evidence has been checked and recorded, not merely that a request was started.

It also helps to separate workflow stages. A client contact task, an account status check, and an adviser decision aren’t the same action. When each is represented separately, managers can see what is holding up a case and route the next step without restarting the process.

Add people where judgment is needed

An RMD workflow needs review points. Staff should handle missing or conflicting information, account changes, unusual status reports, and any case that falls outside the firm’s documented rules. Advisers should review matters that require professional judgment or client-specific advice.

That division lets an agent take on repetitive checks without making it the decision-maker. The system can surface a likely exception and assemble its history. A person decides what to do, records the outcome, and remains accountable for the client relationship.

The same principle applies to related work. A Meeting Prep Agent can support meeting preparation for an adviser. An Advice Document Agent can support document preparation for staff review. These agents can reduce surrounding administrative load, but they should each have a defined scope and approval process.

Estimate the business case from your own workflow

Start with the work your team actually performs. Track how much time goes into preparing the annual population, checking custodian status, updating records, contacting clients, resolving exceptions, and reviewing completed cases. Include repeated checks and time spent reconstructing what happened when a record is unclear.

Then estimate the portion that an agent could safely prepare or route. Don’t count every minute as a saving. Staff will still need to review exceptions, validate source data, and handle client-specific decisions. The more useful calculation is the time the firm can redirect from routine tracking to work that requires staff judgment.

For a firm with several advisers and multiple custodians, even a modest amount of repeated checking can add up across a full tracking cycle. Compare that operating cost with the cost of implementation, oversight, and ongoing maintenance. This is a prompt to examine the firm’s broader operational exposure, not a guarantee that RMD automation alone will recover a particular amount.

A short review of the current workflow can clarify where the work sits and which handoffs create the most rework. Book a 60-min Omni Audit to map the process, identify suitable automation points, and agree on what should remain under staff control.

What to review before launch

Before putting the workflow into regular use, test it with a controlled set of records and compare the agent’s output with staff-reviewed information. Include ordinary cases and exceptions. Check that the right accounts appear, source references are retained, and unresolved records stay visible.

Set clear permissions for reading data, updating workflow status, creating tasks, and drafting communications. Decide who can approve changes to the firm’s rules and who reviews the exception queue. Keep a fallback process for system downtime or records that can’t be reconciled automatically.

Measure operational results that your team can verify. Useful measures include the number of records requiring manual correction, time from an exception being identified to assignment, the share of cases with a recorded source and timestamp, and the volume of overdue internal follow-ups. Review those measures with operations and compliance staff before expanding the workflow.

An RMD tracker is only useful if the team trusts what it shows. Trust comes from clear sources, consistent status definitions, and a visible path from an alert to a reviewed outcome.

Make the next step a workflow review

The first step isn’t choosing software. It’s drawing the process from account identification through final status confirmation. Note which system supplies each piece of information, who checks it, where exceptions go, and how the firm records the outcome.

That gives you a practical boundary for automation. The agent can organize approved information, identify cases that need attention, and create a clear follow-up task. Your staff keeps control of client communication, advice, and exceptions that need judgment.

See Omni for financial advisory firms to understand how an audit can map this kind of workflow. The Omni Audit can help review the process and identify potential next steps. There’s no deck to sit through.

If you’re ready to review your current RMD process, book a 60-min Omni Audit. We’ll look at the data sources, staff handoffs, and exception paths that determine whether automation will save your team time without obscuring who is responsible.

For the financial advisory-specific audit details, see the AI audit for financial advisory firms.