1
What does a family office adviser do in this field?
Three things, in most engagements. Examine a specific proposition the family has been offered, whether a direct venture, a platform or a manager who describes an advantage in technical terms. Assess where automation would genuinely improve an operating business the family already owns. And establish what evidence the office itself should be receiving from its holdings, in a form the principal can read without translation.
The work is advisory rather than executive. Family offices are ordinarily small, and the useful contribution is a clear reading and a defensible recommendation, not a team placed inside the office.
2
How does a family office differ from a fund as a client?
The differences that matter are practical. There is no exit date, so an improvement that pays back over five years is a legitimate proposition rather than a cost to the next owner. There is no investment committee in the institutional sense, so a recommendation must be legible to a principal rather than to a specialist audience. And reputation is personal, which changes the tolerance for public error.
One further difference recurs. A family office receives a great many propositions and has limited capacity to examine them. Much of the value of an outside adviser lies in disposing of the unsuitable ones quickly and with reasons, so that attention remains available for the few that merit it.
3
Where do artificial intelligence and automation actually apply?
Most often in the operating businesses and real assets, rather than in the investment function. A hotel or resort, a property portfolio, an agricultural holding or a manufacturing business each runs on repeated processes: booking and rate setting, maintenance scheduling, procurement, quotation, service records. These are the places where a defined change produces a measurable result.
Within the office itself the opportunities are narrower and largely concern preparation: assembling material for a decision, tracking commitments and obligations, and maintaining a reliable record of what was agreed with each manager. Modest, well-specified work of this kind is generally worth more than an ambitious programme.
4
How should a direct venture or platform be reviewed?
As an owner would review it rather than as an investor in a syndicate. That means establishing what the business actually does when the presentation is set aside, who its customers are, what they pay for, and which parts of the claimed advantage would remain if a key individual left or a supplier changed its terms.
For hotel and resort owners, this is delivered as the Owner’s Audit. The principle is the same across asset types: a disinterested account of what a business does, and of where its value truly lies.
5
How is discretion maintained?
By keeping engagements few and senior-led, by declining to name clients, and by producing findings in a form that does not circulate. We do not publish case studies, and we do not use client work as a reference. Where a family requires a report to be shown to a third party, the version prepared for that purpose is agreed in advance.
This is also why most of our work begins with an introduction. An adviser who solicits family offices is, by the nature of the activity, discussing one family with another.