--- title: | Articles description: Articles | --- [Skip to content](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles#main-content) [![Private Wealth Systems](https://privatewealthsystems.com/hubfs/PWS%20Logo.png)](https://privatewealthsystems.com/) Platform [Performance Reporting](https://privatewealthsystems.com/private-wealth-performance-reporting/) [Intelligent Aggregation](https://privatewealthsystems.com/private-wealth-account-aggregation/) [Portfolio Accounting](https://privatewealthsystems.com/private-wealth-portfolio-accounting/) [Portfolio Management](https://privatewealthsystems.com/private-wealth-portfolio-management/) [Investor Portal](https://privatewealthsystems.com/private-wealth-investor-portal/) [Why PWS](https://privatewealthsystems.com/why-private-wealth-systems/) Who We Serve [Ultra High Net Worth](https://privatewealthsystems.com/uhnw-personal-financial-management/) [Family Offices](https://privatewealthsystems.com/family-office-portfolio-management/) [Registered Investment Advisor](https://privatewealthsystems.com/investment-advisors-performance-reporting/) [Endowments & Foundations](https://privatewealthsystems.com/performance-reporting-endowments-foundations-pensions/) [Investment Consultants](https://privatewealthsystems.com/portfolio-management-for-institutional-consultants/) About Us [Our Company](https://privatewealthsystems.com/company/) [Insights](https://privatewealthsystems.com/private-wealth-systems-blog) [Careers](https://privatewealthsystems.com/jobs/) [Login](https://app.privatewealthsystems.com/auth/login) [Get Started](https://privatewealthsystems.com/contact) Platform + [Platform Overview](https://privatewealthsystems.com/portfolio-management-technology-platform/) [Performance Reporting](https://privatewealthsystems.com/private-wealth-performance-reporting/) [Intelligent Aggregation](https://privatewealthsystems.com/portfolio-management-technology-platform/) [Portfolio Accounting](https://privatewealthsystems.com/private-wealth-portfolio-accounting/) [Portfolio Management](https://privatewealthsystems.com/private-wealth-portfolio-management/) [Investor Portal](https://privatewealthsystems.com/private-wealth-investor-portal/) [Why PWS](https://privatewealthsystems.com/why-private-wealth-systems/) Who We Serve + [Ultra High Net Worth](https://privatewealthsystems.com/uhnw-personal-financial-management/) [Family Offices](https://privatewealthsystems.com/family-office-portfolio-management/) [Registered Investment Advisor](https://privatewealthsystems.com/investment-advisors-performance-reporting/) [Endowments, Foundations & Pensions](https://privatewealthsystems.com/performance-reporting-endowments-foundations-pensions/) [Investment Consultants](https://privatewealthsystems.com/portfolio-management-for-institutional-consultants/) About Us + [Our Company](https://privatewealthsystems.com/company/) [Insights](https://privatewealthsystems.com/private-wealth-systems-blog) [Careers](https://privatewealthsystems.com/jobs/) [Login](https://app.privatewealthsystems.com/auth/login) [Get Started](https://privatewealthsystems.com/contact) # Blog [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles) ## [Socially Responsible Investing (SRI): Reshaping Private Wealth Management](https://privatewealthsystems.com/private-wealth-systems-blog/socially-responsible-investing-sri-reshaping-private-wealth-management) [Craig Pearson](https://privatewealthsystems.com/private-wealth-systems-blog/author/craig-pearson) Mar 20, 2026, 3:21:02 AM Social investing has become a universal theme, yet the practical application remains as personal as ... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/socially-responsible-investing-sri-reshaping-private-wealth-management) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles) ## [Re-Defining Client Reporting](https://privatewealthsystems.com/private-wealth-systems-blog/re-defining-client-reporting) [Craig Pearson](https://privatewealthsystems.com/private-wealth-systems-blog/author/craig-pearson) Mar 20, 2026, 3:20:59 AM For decades client reporting was defined by its role as a back office burden with a singular purpose... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/re-defining-client-reporting) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [Achieving a Single Source of Truth: The Future of UHNW Portfolio Management](https://privatewealthsystems.com/private-wealth-systems-blog/imagine-a-single-source-of-truth-for-uhnw-investment-data) [Craig Pearson](https://privatewealthsystems.com/private-wealth-systems-blog/author/craig-pearson) Mar 20, 2026, 3:20:53 AM There is a growing realization among ultra-high net worth individuals and family offices that when i... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/imagine-a-single-source-of-truth-for-uhnw-investment-data) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles) ## [Q&A with Craig Pearson, Co-Founder & CEO at Private Wealth Systems 2016](https://privatewealthsystems.com/private-wealth-systems-blog/qa-with-craig-pearson-co-founder-ceo-at-private-wealth-systems-2016) [Craig Pearson](https://privatewealthsystems.com/private-wealth-systems-blog/author/craig-pearson) Mar 20, 2026, 3:20:51 AM Q. We’d love to hear more about Private Wealth Systems and your role as co-founder and CEO? Private ... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/qa-with-craig-pearson-co-founder-ceo-at-private-wealth-systems-2016) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [Portfolio Reporting Accuracy in the Age of High-Dimensional Big Data](https://privatewealthsystems.com/private-wealth-systems-blog/scaling-portfolio-reporting-accuracy-in-the-age-of-high-dimensional-big-data) [Craig Pearson](https://privatewealthsystems.com/private-wealth-systems-blog/author/craig-pearson) Mar 20, 2026, 3:20:50 AM By Craig Pearson, CFA – CEO of Private Wealth Systems Portfolio reporting accuracy for family office... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/scaling-portfolio-reporting-accuracy-in-the-age-of-high-dimensional-big-data) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [The Future of Finance](https://privatewealthsystems.com/private-wealth-systems-blog/future-of-finance) [Kelvin Gutierrez](https://privatewealthsystems.com/private-wealth-systems-blog/author/kelvin-gutierrez) Oct 6, 2025, 9:45:24 PM When my father passed away in January his total estate was valued at under $3,500. This is a man who... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/future-of-finance) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [The Hidden Distortions in Family Office Performance Reporting](https://privatewealthsystems.com/private-wealth-systems-blog/hidden-distortions-in-family-office-performance-reporting) [Kelvin Gutierrez](https://privatewealthsystems.com/private-wealth-systems-blog/author/kelvin-gutierrez) May 28, 2025, 9:11:05 AM Family offices manage $5.5 trillion in global wealth—but that wealth is under threat. The investment... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/hidden-distortions-in-family-office-performance-reporting) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [Defining “Scale” for Family Office Fintech: Transaction Volume, Not AUM.](https://privatewealthsystems.com/private-wealth-systems-blog/defining-scale-for-family-office-fintech-transaction-volume-not-aum) [The PWS Team](https://privatewealthsystems.com/private-wealth-systems-blog/author/the-pws-team) Oct 16, 2024, 5:16:40 PM How Family Offices Scale for Success As family offices become more institutionalized there is growin... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/defining-scale-for-family-office-fintech-transaction-volume-not-aum) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [When selecting a data aggregator, choose carefully, and ask the right questions](https://privatewealthsystems.com/private-wealth-systems-blog/when-selecting-a-data-aggregator-choose-carefully) [The PWS Team](https://privatewealthsystems.com/private-wealth-systems-blog/author/the-pws-team) May 15, 2024, 6:23:33 PM When evaluating financial data aggregation vendors for your firm, it is important to be thorough, ex... [Read more](https://privatewealthsystems.com/private-wealth-systems-blog/when-selecting-a-data-aggregator-choose-carefully) [Articles](https://privatewealthsystems.com/private-wealth-systems-blog/tag/articles), [Blog](https://privatewealthsystems.com/private-wealth-systems-blog/tag/blog) ## [How Do UHNWI Perceive Risk?](https://privatewealthsystems.com/private-wealth-systems-blog/how-do-uhnwis-perceive-risk) [The PWS Team](https://privatewealthsystems.com/private-wealth-systems-blog/author/the-pws-team) Feb 21, 2024, 10:33:55 AM According to a recent survey from Citi Private Bank (Global Family Office Report 2023), 68% of famil... 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