650 investors onboarded in five days. The documents arrived. Then came the real problem.
Every investor packet had to be pulled down manually, split out of a combined PDF, uploaded, and tagged one at a time. Four people. Five days. An administrative process that consumed the team before any of the actual work could begin.
The COO described it plainly: “It was just like a fucking administrative nightmare that we’ve been meaning to refactor.”
That phrase, “been meaning to refactor,” is where most firms live. The process is known to be broken. The fix keeps getting deprioritized because the team is already at capacity running the broken version.
The second quote is the one that stays with me: someone asked when the firm had last received a valuation from a fund. Four people. Fifteen minutes. To answer a question that should take fifteen seconds.
That is not a search problem. That is what happens when documents are stored but not indexed, ingested but not queryable, present in the system but invisible to anyone trying to use them.
At scale, the cost is not the fifteen minutes. It is the four people who stopped doing something else to spend them.
The firms replacing document ingestion infrastructure are not doing it because it is elegant. They are doing it because the manual version has a headcount attached to it that compounds every time volume grows.
#WealthManagement #RIA #DocumentManagement