How a 4-Advisor RIA Recovered $400k of Pipeline in 90 Days

The pitch nobody hears is the one your client doesn't know they're giving you.

A 4-advisor practice with about $480M under management had a leak they could feel but not name. Quarter after quarter, clients were rolling held-away 401(k)s elsewhere. Spousal accounts went to other firms. Inherited assets walked.

The advisors knew the problem. They couldn't fix it. They didn't have time to fix it because their days were already full.

I came in with a single question. Where exactly is the signal that a client is about to roll something, and who sees it?

The answer was nobody saw it. The signal existed in the data. The data just wasn't being looked at.

The held-away monitor

Every client filled out a held-away accounts form during onboarding. Most never updated it. The form lived in a folder in their Redtail CRM and was last touched in 2021 for most clients.

We rebuilt the form into a quarterly "what's changed" check-in. Quick. Three questions. Sent via Resend.

That alone wasn't the trick. The trick was that we cross-referenced what clients reported with what we could see in their Plaid-connected accounts (clients who had opted in) and with what we knew about their employer transitions from public LinkedIn data.

When the system saw a client with $200k+ in a held-away IRA hadn't logged in to that account for 45 days, it flagged the assigned advisor. When LinkedIn showed a job change, it flagged. When a quarterly check-in came back saying "I just inherited some money," it flagged hard.

The advisor got a Slack notification with the client name, the trigger, the dollar amount range, and a draft outreach. They could fire it off in 90 seconds or rewrite it.

The pre-meeting brief

The other big win was the pre-meeting brief.

Most advisors I've worked with do a quick lookup before a client meeting. They scan the portfolio. They glance at recent activity. They wing the rest.

We built a brief that runs an hour before every calendar-scheduled meeting. The brief pulls:

• -Last quarter's performance vs benchmarks
• -Anything that's changed in the client's allocation since the last meeting
• -Any open service tickets
• -Birthdays / anniversaries in the next 30 days
• -The notes from the last three meetings (summarized)
• -A "discussion prompt" based on prior conversations that the advisor hadn't followed up on

The last one was the secret. Advisors get prompted with stuff they said they'd circle back on six weeks ago and never did. Clients notice when you remember. Clients really notice when you don't.

The birthday/anniversary system

This is the dumbest one and it earned the most in dollar terms.

Every client got a birthday touch. Every client got an anniversary-of-becoming-a-client touch. Every client's spouse got a touch. Every client's kid graduated high school, the system flagged it.

The touches were not auto-sent. They went into the assigned advisor's inbox as drafts. Some advisors edited heavily. Some sent verbatim. Either way, the volume of relationship touches doubled inside 30 days.

The number

Across 90 days the firm recovered or captured $412k of new managed assets that they could directly attribute to either the held-away flag or the pre-meeting brief catching a stale follow-up.

I want to be careful about that number. Some of that AUM would have come in eventually. Some of it came in because the advisor would have eventually called. But these advisors all said the same thing at the 90-day mark. "We caught stuff we would have missed."

Attribution in wealth is messy. The $400k number is the firm's number, not mine. I'd trust about 60% of it as net new because of the system. The other 40% was timing and prior advisor work paying off. Either number is worth what they paid me.

What didn't work

The first version of the held-away monitor pinged advisors for every signal. Within two weeks they started ignoring Slack notifications because the volume was too high.

We added a confidence score and a dollar threshold. Only notifications above $50k of potential AUM and 0.7 confidence got through to Slack. Everything else queued into a daily digest.

Same lesson I keep relearning. AI without a filter is noise. The filter is the product.

What this isn't

This isn't an AI replacing advisors story. The advisors did all the work. The AI was a layer that put the right thing in front of them at the right time. Without the advisors caring about the relationships, the alerts would have generated no revenue.

If your practice doesn't already have a high-touch culture, an alerting system won't fix that. It'll just make your weak follow-up faster.

What I'd build first if you're starting

The pre-meeting brief. Cheapest to build. Highest leverage. Visible value to the advisor on day one.

Held-away monitoring is more powerful but requires data plumbing your firm may not have yet (Plaid connections, opted-in clients, CRM cleanliness). Build it second.

The relationship-touch system requires an advisor culture that already values touches. If you don't have that, build it last or skip it.