Most RIA ops teams think their AI blocker is the model

[Short]

Most RIA ops teams think their AI blocker is the model. It is not. It is their data.

Client records live across four to seven systems. None of them agree on account numbers, name spellings, or beneficiary records. Before any AI agent can process a document, someone has to normalize that source data. At most firms, that step is manual and invisible.

One firm we work with spent six weeks preparing data before their AI pilot could process a single client account end to end. The model was ready on day one. The data was not.

The firms moving fastest on AI are not the ones with the best models. They are the ones that resolved their data problems first.

#WealthManagement #AIAdoption #RIA