Institutional AI optimises what institutions do. On Merrill's Meeting Journey, the 17% personalisation gap, and which side of the table gains the hours.

A tool, or a colleague of your advisor? An institution can only personalise how it handles your money — never attention to you. What the friendly AI really is.

A weekly reading of AI deployment in private wealth from the client's side — what institutions are building around high-net-worth clients, and what they now face.

Occasion: CFO Dive survey data — 91% of CFOs expect finance teams to hold flat or shrink; the composition is shifting from pyramid to diamond, with fewer junior roles and more mid-level as automation takes the entry-level floor. The position occasioned: an institution was never constituted to hold the person — only to employ people who sometimes did, and those are the roles going. Not a depth being lost, but an absence becoming legible. The surveys released this week describe

In the art world of the Decision-Maker, alongside the figure of the New Collector, another figure has always been present: the Inheritor Collector. This figure did not arrive at the collection. They were born into it. The works were on the walls before they could read the labels, and the names — the artists, the periods, the provenance — were part of the architecture of childhood. The Inheritor Collector is not dazzled by the collection. They have lived inside it. The definin

In the art world of the Decision-Maker, a particular figure appears with increasing frequency: the New Collector. The moment this figure is most visible is the moment of consideration. A catalogue is open, perhaps a digital file is displayed on the screen. The advisor’s voice is heard in the room — present, persuasive, attentive — and the Decision-Maker is listening. They trust the advisor. They know the market, the artist, the auction history, the price trajectory, the next

The Decision-Maker lives in four worlds — wealth, art, philanthropy, lineage. Wealth is the most documented, and the most easily misread. Mass AI handles the vocabulary fluently. Discretionary trusts, family limited partnerships, holding structures, jurisdictional layering, generation-skipping vehicles — the terms are explained with confidence, the mechanisms described with precision. A Decision-Maker asking what a particular instrument is, or how it generally functions, will

On the ninth of April 2026, in honour of the United States’ semiquincentennial — the 250th anniversary of the Declaration of Independence — Forbes published its ranking of the 250 greatest living self-made Americans. The list was assembled in stages. The magazine first mined its own 109-year archive for what it described as classic tales of entrepreneurial capitalism. Its current beat reporters were asked to suggest candidates. The two together — the institutional record and