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Citi Institute

May 14, 2026

AI in the Family Office

Sector ReportPrivate MarketsReal EstateEquitiesFinancialsInformation Technology

Family offices are at a turning point, leveraging AI to achieve operational leanness and institutional rigor while maintaining strict data privacy.

Key Takeaways

  • 1.Privacy and data security are the non-negotiable primary barriers to AI adoption in family offices.
  • 2.The current focus of AI implementation is operational leanness and efficiency rather than alpha generation.
  • 3.AI adoption is accelerating, with 22% of family offices now using it for operations or analysis, up from 13% in 2024.

Table of Contents

  • Executive Summary
  • Key Takeaways
  • Jargon Buster
  • How AI Could Transform Family Offices
  • Lessons from Institutional Investors' AI Journey
  • Main Areas where Family Offices can Apply AI
  • Most Commonly Used AI Models and Tools
  • Different Approaches to AI Adoption.
  • Navigating Challenges and Best Practices
  • Change Management
  • Data Security and Privacy
  • Explainability.
  • Regulations and Governance
  • Talent Management and Upskilling
  • Implementation - Buy vs Build
  • What Does the Future Hold?
  • How Does it Differ from Institutional Investors' Wish List?
  • More Automation Allows Greater Focus on Investment
  • Conclusion

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Authors

Helen KrauseAjay KamathSavina ChahalAlexandre MonnierAlex Miller

Securities

MSFTAddeparChatGPT (OpenAI)

Themes

Operational Leanness vs. Alpha GenerationData Privacy as a Non-Negotiable ConstraintGenerational Bridge

Regions

North AmericaEuropeAsia PacificUnited States