When a Hundred Thousand Books Change Hands
An interview with Vineet Mohan by Sean Murphy
A large part of the American wealth industry is about to change hands. Cerulli Associates expects more than a hundred thousand financial advisers to retire over the next decade, around 37 percent of the industry's headcount and 41 percent of its assets. Behind each of them sits a book built over thirty or forty years and every one of those books will have to move to someone else, whether there is a clearly defined process for moving it is exists or not.
The day an adviser moves firms is, financially, the day their income stops. Their revenue is their client book, and until that book has crossed from the old firm to the new one, accounts reopened and assets transferred, nothing is coming in. The move can take months, and along the way advisers typically lose anywhere from ten to twenty percent of their clients to sheer attrition. Vineet Mohan looked at that process, found it as consequential as any moment in an adviser's career, and found it still being run, in his phrase, on spreadsheets and a prayer.
Mohan is the chief executive of FastTrackr AI, and he has picked a narrow, painful problem at the heart of a much larger large one. The United States wealth industry employs close to a million people and manages trillions in assets, and it is in constant motion, ageing advisers retiring, private-equity-backed firms consolidating smaller teams, and a steady stream of breakaways leaving the big national brokerages to set up on their own. When advisers move, what makes them valuable to a buyer is the client book, and moving that book is often a major challenge.
The hard part is mostly related to data. A team of advisers might carry hundreds of households, each with several accounts, individual, joint, retirement, trust, and the information about them sits scattered across a CRM, a performance system and a billing system. Even when an adviser owns their book outright, pulling it into one place is a major exercise, and a change of custodian means reopening every account from scratch. When advisers resign and leave rather than sell, it gets harder still. Under the industry's recruiting protocol they may carry five data points per client; on a non-protocol move they can carry nothing at all, and must rebuild everything from memory and from asking their clients, one intake form and one phone call at a time.
FastTrackr is built to take that apart end to end. It ingests data in structured and unstructured forms, reconstructs the households, then maps the result to the right paperwork, the custodial forms and firm agreements and fee schedules, having already done the mapping for each destination firm and custodian. It sends the documents out for electronic signature and tracks each household through the journey, telling an adviser which five to focus on today out of two hundred, and which are the highest-value relationships to get over the line. In one recent transition of a two-hundred-million-dollar book, Mohan says, every signature envelope was out within three hours.
This is not, he is quick to say, an argument that the humans are no longer needed. FastTrackr was built with transition consultants and people who move books for a living, and it is aimed at them as much as at the firms doing the buying. The common framing is that AI handles the simple high-volume work while people keep the complex tasks, but Mohan thinks AI can do plenty of the multi-step, onerous work too, if the system is built properly. “Anything that needs a decision on the client” is where a human takes over; everything that should happen in the background does.
Mohan treats book transitions as an entry point rather than the whole of it. The same fragmentation runs through onboarding, account maintenance and data migration once a move is done and the client data is fresh, and his ambition for the back office is that the work will simply happen rather than being done by people, freeing staff to move up into judgement and relationships. The handover he is describing is going to arrive regardless, at the scale Cerulli has laid out. He is trying to take out of it the part where an adviser watches months of income freeze and a fifth of their clients slip away while the paperwork catches up.
