The launch of ChatGPT in November 2022 made artificial intelligence ubiquitous. Now, it seems like tech is on everyone’s lips, and there are countless headlines of venture capitalists and institutions making investments. For example, Stanley Druckenmiller’s family office recently put almost a half billion ($430 million) into Nvidia and Microsoft stock on a big bet for AI technology. But truth be told, artificial intelligence (AI) and machine learning (ML) have been around for decades. Google Maps’s navigation system uses AI to analyse traffic and determine the best routes. And email spam filters use the same technology to keep junk mail out of your inbox.
AI is improving wealth and risk management and automating routine tasks for family offices. It presents the next frontier for the digitisation of business operations. This insight explores some of the use cases of artificial intelligence, examines its limitations, and suggests how the new technology can benefit family office operations.
Use cases for AI in family offices
Portfolio management
According to the CFA Institute, AI can streamline investment portfolio management and optimise returns. It can conduct a robust fundamental asset analysis by processing vast amounts of text-based information. Furthermore, it can also perform asset allocation and provide better return estimates than conventional methods.
For example, Man Group, a hedge fund specialising in AI technology to make trading decisions, has increased its AUM four times since 2014. The firm is now collaborating with Oxford University, in the Oxford-Man Institute, to accelerate research into machine learning which underpins its investment process.
Another famous example is Renaissance Technologies, founded in 1982 by mathematician James Simons. “I want models that will make money while I sleep. A pure system without humans interfering” is Simon’s most famous quote. Indeed he developed the Quant Trading system prevalent on Wall Street today. Since 1988, Renaissance Technologies have amassed more than $100 billion in trading profits. And Medallion, their flagship hedge fund, with average yearly returns of 66%. That is an impressive feat compared to Warren Buffett’s 20% average. By enhancing their portfolio management strategies with AI technologies, family offices can unlock doors to new investment opportunities and increase their rate of returns.
Risk management
Family offices often invest in diverse and alternative asset classes. That can make appropriate risk assessment and management challenging. Artificial intelligence-powered risk management tools can be customised to identify and quantify risks across various assets, allowing family offices to make better decisions.
Furthermore, the holy grail of AI is detecting risks before they even occur. Its ability to crunch massive amounts of data allows it to identify risk scenarios that are invisible to the average human. It can provide warning signals about financial markets, detect fraud, and improve compliance. In fact, scholars recommend the combined use of traditional statistical methods and AI prediction to forecast anomalies in the stock market. That level of insight can prove invaluable to a family office.
Automating operations
Family offices can improve efficiency and productivity by using AI to automate repetitive tasks faster and more accurately. One of the use cases today is capturing invoices and facilitating payments. For example, Sage’s accounting platform uses an AI application to read invoices and extract data. The app then records the invoice to the appropriate general ledger, approves the process, and makes the payment. The technology can also pull the data to automate monthly and quarterly balance sheets.
Artificial intelligence and machine learning are enhancing traditional business processes. They free up the amount of time spent pouring over spreadsheets and free up the family office to analyse, evaluate, and offer the best advice to families. That leads to more efficiency and productivity in meeting their performance targets.
Limitations of AI
Although AI has caught the public’s attention, causing some to fear its impact on white-collar jobs, the reality is that this technology is still in its infancy. For example, while large language models like ChatGPT can write academic papers, they are years away from providing legitimate error-free information. AI is still prone to making mistakes and spreading misinformation.
It’s crucial that family offices recognise that while AI may give significant insights and be effective in automating routine tasks, human skill and judgment are still critical in decision-making. Therefore, AI should be viewed as a tool to supplement family offices’ skills rather than a total replacement for human engagement.
Future of AI in family offices
AI has a profound ability to transform how family offices invest and operate. Using AI, firms can optimise portfolio management and maximise their returns. They can enhance risk management and automate business processes to achieve more efficiency. However, it’s critical to remember that AI is still in its early phases. The technology has not yet been perfected and may be prone to errors. Therefore human intervention is still required for successful decision-making.
While AI provides valuable insights and automation, family offices should regard the technology as a tool to supplement rather than replace personnel. With the appropriate strategy, artificial intelligence (AI) can help family offices navigate the complicated financial landscape and provide more significant results for their customers and stakeholders.