Capital gains taxes are assessed on a yearly basis. Investment losses can be “harvested” to offset gains, but markets do not organise themselves around calendar-year planning. Losses appear and disappear throughout the year as volatility creates opportunities that disappear long before a year-end review begins. Purpose-built technology enables what manual year-end processes cannot: continuous monitoring that captures opportunities as they emerge.
In early March 2026, senior leaders from across the financial sector gathered in Zurich for a discussion hosted by NZZ Finanzplatz on the future of artificial intelligence in finance. Among the participants was Ian Keates, CEO of Altoo AG. What became evident during that exchange was not enthusiasm for another technological cycle, but a recognition that something more structural is underway. Artificial intelligence is already embedded across the industry. The more pressing question is how institutions retain control once it begins to influence financial decisions in meaningful ways. Here, Ian shares his thoughts on the impact of AI in the
Private markets now represent nearly 30% of the average family office portfolio. Yet many family offices are not systematically tracking performance or predicting cash flows across these investments. Institutional investors treat private equity, venture capital, and other illiquid assets as measurable, forecastable components of total portfolio strategy. They automate what family offices often accomplish through quarterly manual reconciliation, spreadsheet calculations, and reactive cash management. Purpose-built technology is closing this gap, bringing institutional-grade automation to family office scale without requiring institutional-scale resources.
Consider an example family office quarterly performance review: equities up 12%, fixed income flat, alternatives strong. Respectable returns, but were they the result of intentional decisions or just luck? From expensive managers earning their fees or passive exposure that could be replicated cheaply? Without understanding the sources of performance, the office cannot evaluate past decisions, hold managers accountable, or improve future outcomes. Institutional-grade performance attribution analytics deliver the answers, and purpose-built technology makes it available to family offices without institutional-scale resources.
For family offices, it’s all too easy for diversification strategies to become operational liabilities. When there are multiple custodians, asset classes, and jurisdictions, the structures meant to protect wealth can obscure it. Unfortunately, the persistence of spreadsheet-based consolidation is a symptom of an infrastructure gap. Fortunately, family offices can learn from how institutional investors address this gap.
Markets don't wait for quarterly reviews. Risk management shouldn't either. Institutional investors monitor risks continuously — but not by having their people watch screens continuously. Family offices can achieve the same proactive oversight through automated monitoring technology that tracks multiple risk factors and notifies portfolio managers the moment thresholds are breached.
You know the value of your private equity stakes, your real estate holdings, your venture capital commitments. But do you know when those assets will demand — or return — capital? The difference between reactive improvisation and proactive planning isn't sophisticated treasury management. It's treating your consolidated wealth intelligence as a strategic asset. Purpose-built technology transforms fragmented holdings into forward-looking liquidity forecasts, turning cash flow management from crisis response into competitive advantage.
University endowments like Yale’s and Stanford’s consistently outperform most private portfolios, often by significant margins. The secret isn't just access to exclusive investments or brilliant managers. The real differentiator is something more fundamental: a disciplined, data-driven approach to portfolio management that treats information infrastructure as seriously as investment selection. Most families manage eight or nine-figure portfolios with tools that would be unthinkable in an institutional setting. Yet the gap is closing as purpose-built technology brings institutional-grade capabilities within reach of private wealth.
In 2025, an estimated 142,000 millionaires will relocate internationally, according to Henley & Partners' latest private wealth migration report. The UK alone faces a net outflow of 16,500 wealthy individuals — the largest exodus any country has experienced since tracking began. Dubai, Switzerland, and Singapore welcome thousands more each year. The Great Wealth Migration, as some call it, is well underway. The result is greater physical mobility without greater asset consolidation. Technology to consolidate the data around diverse assets can bridge the gap.
The political climate for sustainable finance has cooled in the United States. Donald Trump’s return to the White House has weakened support for environmental, social and governance (ESG) policies. Fund flows show that enthusiasm has faded among some institutional investors. However, the picture looks significantly different from the viewpoint of family offices. These private vehicles, which manage wealth for ultra-wealthy families, continue to persist in sustainable investing.
Family offices are rapidly expanding their service offerings, with family engagement and education emerging as the most frequently added service since 2023. Behind this trend lies a complex reality: successful family engagement requires moving beyond traditional educational approaches to embrace active participation, address learning needs that extend beyond finance, and navigate the challenges of globally dispersed families.
Family offices often recruit talent from investment banks, private equity, and wealth management firms. Yet in family office settings these professionals may find themselves struggling with challenges less common in other areas of the finance industry: managing family dynamics, bridging knowledge gaps between generations, and balancing active business interests with investment portfolios. Advanced digital wealth platforms are emerging as a solution to help family office professionals succeed in this complex environment.
The global family office market has reached $20.13 billion in value and is projected to hit $27.61 billion by 2030. This growth reflects a fundamental shift in how ultra-high-net-worth families approach wealth management, moving from simple stewardship to strategic value creation across generations.
For many family offices, the risks are no longer theoretical. Governance is informal, reporting delayed, and portfolios are growing more complex by the quarter. Yet many still rely on basic spreadsheets to track billions. According to Copia Wealth, citing KPMG data from 2025, more than 57% of global family offices continue to use general tools like Excel for core financial reporting.
Family offices were once discreet custodians of generational wealth. In 2025, they are fast-moving, capital-rich operators reshaping global investment markets. UBS reports that the average family office now oversees about USD 1.1 billion in assets. With over 3,000 single-family offices worldwide managing more than USD 4.7 trillion, their footprint rivals that of institutional investors (UBS Global Family Office Report, 2025).
A gentle ripple has become a deliberate current. High-net-worth families anchored in Europe are quietly expanding their private wealth operations to hubs such as Dubai and Singapore. This is not a retreat from Switzerland, which remains a cornerstone of global fiduciary trust, but a strategic broadening. The map of wealth management is not being redrawn in opposition, it’s being layered with new centres. The motive is not unkindness to tradition, but a desire for jurisdictions that offer agility, clarity, and optionality. As one adviser put it to the Financial Times, family offices in Dubai “can be quieter. That’s more desirable
Inheriting wealth offers opportunity, but often at the cost of autonomy. Across Europe, a generation of heirs is forging entrepreneurial paths of their own, balancing the freedom to innovate with the burden of family expectations. Their challenge is delicate: create independent ventures that satisfy personal ambition, yet remain anchored in the family’s legacy. As one Swiss heir remarked to a UBS roundtable: “I wanted to build something of my own, but respected the foundation that brought me here.”
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Capital gains taxes are assessed on a yearly basis. Investment losses can be “harvested” to offset gains, but markets do not organise themselves around calendar-year planning. Losses appear and disappear throughout the year as volatility creates opportunities that disappear long before a year-end review begins. Purpose-built technology enables what manual year-end processes cannot: continuous monitoring that captures opportunities as they emerge.
In early March 2026, senior leaders from across the financial sector gathered in Zurich for a discussion hosted by NZZ Finanzplatz on the future of artificial intelligence in finance. Among the participants was Ian Keates, CEO of Altoo AG. What became evident during that exchange was not enthusiasm for another technological cycle, but a recognition that something more structural is underway. Artificial intelligence is already embedded across the industry. The more pressing question is how institutions retain control once it begins to influence financial decisions in meaningful ways. Here, Ian shares his thoughts on the impact of AI in the
Private markets now represent nearly 30% of the average family office portfolio. Yet many family offices are not systematically tracking performance or predicting cash flows across these investments. Institutional investors treat private equity, venture capital, and other illiquid assets as measurable, forecastable components of total portfolio strategy. They automate what family offices often accomplish through quarterly manual reconciliation, spreadsheet calculations, and reactive cash management. Purpose-built technology is closing this gap, bringing institutional-grade automation to family office scale without requiring institutional-scale resources.
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Capital gains taxes are assessed on a yearly basis. Investment losses can be “harvested” to offset gains, but markets do not organise themselves around calendar-year planning. Losses appear and disappear throughout the year as volatility creates opportunities that disappear long before a year-end review begins. Purpose-built technology enables what manual year-end processes cannot: continuous monitoring that captures opportunities as they emerge.
