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SMA Crown Confidential Notebook – Note: The Source of Wealth
Occasion: Deutsche Bank Private Bank announced an AI agent for Source of Wealth assessments, in use in its Singapore and Hong Kong booking centres since early September, with a broader rollout planned. Stated boundary, taken at face value: the agent helps identify gaps and inconsistencies and supports preparation of the assessment “for human review”; relationship managers retain accountability for final decisions, and the COO is on record that “accountability remains with our people.” The release gives no reason for the requirement beyond calling Source of Wealth “a core element of the Know Your Customer (KYC) process”; what the agent is expected to add is onboarding volume and speed. The +30% onboarding-volume figure is a projection and is not used.
Position occasioned: beginning with the person, not the assets — the client’s-world occasion in its most direct form: the source-of-wealth question is the bank’s formal way of asking where wealth came from, which is the Old Money / Self-Made axis seen from the institution’s side. The bank asks for its own sake — it has to cover itself — and the question is answered from documents and held as a file; ours begins with the person who holds what the file describes.
This week Deutsche Bank’s private bank announced an AI agent to help prepare source-of-wealth assessments. It is already at work in the bank’s Singapore and Hong Kong booking centres, with a wider rollout planned. It looks for gaps and inconsistencies in the documentation and supports the assessment that follows; relationship managers review it and keep accountability for the final decision. The bank has been plain about that boundary, and we take it at face value. It is a sensible place to put a tool, and a sensible place to put a person.
Source of wealth is among the oldest questions a private bank asks. Where did this come from? It is asked of every large fortune, and it is answered the only way an institution can answer it: from records, statements, filings, a trail that either holds together or does not. An agent that reads the trail more carefully serves that question well.
It is worth asking why the bank wants to know. The announcement does not say; it calls source of wealth a core element of the know-your-customer process and leaves it there. The reason is the bank’s own position. It has to be able to show its regulator that the fortunes it takes on are clean, and the file is how it shows it. The answer decides whether the bank may take the client, and how closely it must watch the account afterwards. What the agent is expected to add, by the bank’s own account, is pace: more clients onboarded, in less time. None of this is a criticism. A bank has to cover itself, and it should. It does mean that the question is asked for the bank’s sake, and that its use ends with the bank. It is not asked about the client as such.
But the question has another reading, one the file cannot reach. Those who inherited their wealth and those who built it have both, in the bank’s sense, a source. They do not stand in the same relation to it. One holds what was handed down with its codes already attached; the other holds what was made, and remembers making it. Each reveals something about the other. Neither shows up in the assessment, because the assessment is about the assets and where they came from, not about the person who now has to decide what they are for.
That is where we begin. Where the sector starts with the holdings and works backward to the holder, we start with the individual: their character, their relationship to what they hold, the questions they keep returning to. The bank asks where the wealth came from, and asks it for itself. We are concerned with who it has made of the person holding it, and who they intend to be with it. We hold the person, not the portfolio.
Founder & CEO of SMA Crown Confidential
Bespoke AI Intelligence for Private Decision-Makers
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