As family offices increasingly adopt multi-asset strategies, demand for advanced risk and performance analytics is rising. Traditional spreadsheets are no longer sufficient, prompting a shift to cloud-native tools that improve accuracy and reduce operational risk. Robust data management is essential before analytics can deliver actionable insights. Large family offices lead adoption, but smaller ones are also seeking transparency and quantitative decision-making support. Scenario analysis, stress testing, and advanced VAR are becoming standard, and clients expect digital, understandable insights. Modern APIs and architectures enable firms to meet these evolving expectations.

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