From 90 Days to 18: A Regional RIA's Real Numbers After Deploying FastTrackr AI
The number that made the biggest impression wasn't the time savings.
It was the client retention number.
Before FastTrackr AI, the regional RIA's standard advisor transition took an average of 87 days. During that window — nearly three months — clients were exposed to outreach from competitors, confused about their account status, and in some cases actively unhappy with the communication they were (and weren't) receiving from their advisor.
The firm's internal estimate was that they were losing approximately 8–12% of AUM per transition to attrition and incomplete transfers. For a $400M book, that's $32–48M in assets that simply didn't follow the advisor to the new firm.
After deploying FastTrackr AI, average transition time dropped to 18 days.
The client retention number changed too.
The Starting Point
The firm was running a high-volume recruiting operation — 12 simultaneous advisor transitions during their peak acquisition period. Their operations team was, by any reasonable measure, excellent. Experienced, organized, hardworking professionals who had refined the manual process over years.
The problem wasn't people. It was the process ceiling.
Manual repapering for 12 simultaneous transitions means 12 sets of account data to gather, 12 sets of forms to generate, 12 custodial submission queues to manage, 12 incoming rejection batches to diagnose and correct. The ops team was skilled enough to manage it — at a pace that took 87 days.
Hiring more people would have helped at the margins. The workflow would still have taken 60-plus days with twice the headcount. The bottlenecks weren't about hours available — they were architectural.
What Changed After Deployment
FastTrackr AI was deployed across all 12 active transitions simultaneously. The ops team didn't stop working on transitions — they changed what they worked on.
Data collection: Automated structured intake replaced the manual process of gathering client data across CRMs, spreadsheets, and advisor memory. Collection time dropped from 12–18 days to 3–4 days. Completeness increased. The ops team was no longer the bottleneck on data.
Form generation: Forms were pre-populated from verified data, with custodian-specific requirements applied automatically. The firm's NIGO rate dropped from a previous average of approximately 22% to under 3%. Forms that used to come back were clearing on first submission.
Custodial submissions: Submissions happened as forms were completed, not in batches. The queue mentality — accumulate a set and submit together — was replaced by continuous flow. Delays that used to come from batch timing disappeared.
Rejection handling: The small percentage of forms that did generate rejections were automatically diagnosed, the specific correction identified, and the form regenerated. What previously required an ops specialist to manually identify, correct, and resubmit happened in hours rather than days.
Advisor visibility: Advisors had real-time status on every account in transition. They stopped calling operations to ask where things stood — which freed up operations to work on actual problems rather than status updates.
The Timeline
The 87-day average shrank to 18 days over the first three transition cycles.
That's not a gradual improvement. It's a structural change. The same number of accounts, the same custodians, the same regulatory requirements — and an 80% compression in timeline.
The ops team's capacity expanded dramatically. The same team that was managing 12 simultaneous transitions at 87 days each can now manage significantly more volume at 18-day timelines. They've grown the recruiting pipeline without growing the operations team.
The Client Retention Impact
The number that changed more than anyone expected was client retention.
When transitions take 18 days instead of 87 days, advisors spend 18 days instead of 87 days in the window when their clients are most vulnerable to competitive outreach. The math is simple and the effect is real.
Advisors who transferred in under 3 weeks had significantly more bandwidth for proactive client communication — because they weren't buried in operational paperwork. Clients heard from their advisors early, often, and confidently. The anxiety window was short.
The firm's internal AUM attrition estimate dropped from 8–12% to under 2% per transition. On a $400M book, that's a difference of $24–40M in assets retained.
For a firm running 12+ transitions per year, the revenue impact of that retention improvement — at typical AUM management fees — is substantial. Not a back-office efficiency play. A growth strategy.
What the Ops Team Says
The operations team's experience changed in a specific way. The volume of routine, repetitive work went down dramatically. The complexity of the work that remained went up.
They're handling exceptions — the accounts that genuinely need human judgment, the compliance situations that don't fit templates, the client relationship nuances that require conversation. Not form population. Not submission queues. Not reading rejection reasons and transcribing corrections.
Turnover on the ops team dropped. That outcome wasn't in the original business case, but it wasn't surprising in retrospect. Skilled professionals doing skilled work stay. Skilled professionals doing data entry leave.
The Numbers That Drove the Decision to Expand
After the first full quarter on FastTrackr AI, the firm's leadership looked at three numbers:
- Average transition time: 18 days (down from 87)
- NIGO rate: Under 3% (down from ~22%)
- AUM attrition per transition: Under 2% (down from 8–12%)
The business case for expanding the deployment was immediate. They were capturing revenue they had previously been losing. They were retaining advisors who felt, for the first time, that the operational support matched the recruiting pitch. They were competing for — and winning — advisors with larger books because they could credibly promise a fast, clean transition.
The original question had been whether the efficiency gains would justify the investment.
That question stopped being asked about 60 days in.
FastTrackr AI is purpose-built for advisor transitions at scale — automating repapering, form generation, custodial submission, and client data collection so your transitions take weeks, not months.
Related: Meeting Assistant · Advisor Transitions Platform
