From data to decisions: How family offices get reporting right
A family office may know the value of every investment it owns and still struggle to answer a question from the family over breakfast.
Can we comfortably commit another $10 million to private markets? How much of our wealth is really exposed to the family business? What did maintaining our properties cost last year? If markets fall sharply, what needs funding before they recover?
The information probably exists. Finding it, bringing it together, and putting it into context is another matter.
This is one of the less glamorous jobs of a family office, but one of its most important. Somewhere between the bank statements, valuations, capital calls, and company accounts, a complicated collection of assets has to be turned into a useful picture of the family’s financial position.
The problem isn’t a shortage of numbers
Consider what may sit behind a single-family balance sheet. There are portfolios held with several banks, private equity interests, property, operating businesses, trusts and perhaps art or other assets for which there is no daily market price. Different managers report at different times and in different currencies. Capital commitments made years ago may still have to be funded.
Putting a number next to each asset is useful, but it is not yet insight.
Once the information is brought together, a different picture can emerge. Apparently, diversified wealth may end up depending heavily on a single industry. A substantial investment portfolio may look very different when future commitments to private funds are factored in. Neither is necessarily a problem, but both are things a family should know.
The point of aggregation is to reveal what is not easily seen when each investment is considered separately.
Buying the system is the easy part
This raises an interesting technology question. Should a family office build its own reporting infrastructure or buy one?
Increasingly, the answer is pragmatic. PwC’s 2026 Family Office Survey found a clear preference for third-party technology over developing software internally. For financial asset aggregation, 75% of surveyed family offices using technology bought external software; purchasing was also more common than in-house development for accounting and reporting on illiquid assets.
That makes sense. Building software is expensive, requires specialist expertise, and creates an ongoing maintenance burden. A family office does not necessarily need to become a technology company simply because its affairs are complicated.
But off-the-shelf does not mean off-the-peg.
A platform must still reflect how a particular family owns and uses its wealth. One family may want to understand exposure by asset class and currency. Another may need to be reported across different family branches, trusts, and operating companies. A third may care deeply about cash flows from private investments because distributions fund family expenditure.
Deloitte’s work on family-office technology makes a similar point: technology selection should start with the office’s use cases, reporting requirements and need for data access rather than with the technology itself.
The software may be standard. What the family needs from it rarely is.
AI changes what happens between the numbers
Until recently, much of the reporting burden lay in gathering information: extracting figures from statements, reconciling spreadsheets, updating valuations and preparing packs. That work is necessary, but it absorbs time that could otherwise be spent interpreting the information.
AI is beginning to change that balance.
PwC reports that family offices are already using AI to forecast cash flows, analyse information across portfolios and assist with management reports and board packs. It can also work with documents and other unstructured information that previously required considerable manual processing.
The interesting development is not simply that a quarterly report can be produced more quickly. It is what becomes possible once information can be interrogated more easily.
A family might ask: If we make this investment and our existing private-market commitments are called, what happens to liquidity? Or: What is our total exposure to commercial property once holdings inside funds are included?
Those are much closer to the questions families ask.
There is, of course, a complication. Family-office information can include everything from investment holdings and trust structures to personal expenditure and succession arrangements. Privacy, security and the reliability of AI-generated outputs therefore matter enormously. PwC identifies these as important considerations and stresses the need for human oversight and appropriate data protection.
The attraction of a clever system should never obscure the sensitivity of the information being put into it.
Some decisions remain stubbornly human
Better information does not necessarily make the difficult decisions disappear.
Suppose reporting reveals that 45% of the family’s wealth remains tied to the company founded by the first generation. From a conventional portfolio perspective, that may look uncomfortable. To the family, the same business may represent control, identity, employment, dividend income, and a legacy they have no intention of selling.
A reporting platform can expose the concentration. AI can model different scenarios. Neither can tell the family what it should value most.
That conversation still belongs to people.
Perhaps that is the real opportunity in better family-office reporting. If technology can reduce the time spent finding, reconciling and presenting information, more attention can be given to understanding what the information means.
For a family office, that is the shift that matters: from producing reports about the family’s wealth to helping the family make better-informed decisions about it.