Editing AI for Wealth Management (section)

== <span style="color: #FFFFFF;">Remembering</span> ==
* '''Robo-advisor''' — An automated digital investment platform providing portfolio management with little human intervention; Betterment, Wealthfront, Schwab Intelligent Portfolios.
* '''Modern Portfolio Theory (MPT)''' — Harry Markowitz's framework for optimal portfolio construction using expected return and variance; the foundation of robo-advisors.
* '''Efficient frontier''' — The set of portfolios offering the highest expected return for each level of risk; MPT optimization target.
* '''Risk tolerance''' — An investor's willingness and ability to accept portfolio volatility in exchange for higher expected returns; assessed by questionnaires and ML.
* '''Tax-loss harvesting''' — Selling investments at a loss to offset capital gains, reducing tax liability; automated by AI at scale.
* '''Direct indexing''' — Owning individual stocks that replicate an index (rather than an ETF), enabling tax optimization at the individual security level.
* '''Behavioral finance''' — The study of psychological biases in investor decisions; AI helps identify and counteract these biases.
* '''Financial planning AI''' — Tools projecting financial goals (retirement, education funding) and recommending saving/investment strategies.
* '''ESG investing (AI)''' — Integrating environmental, social, and governance factors into investment decisions using AI to analyze and score companies.
* '''Natural language interface (wealth)''' — Conversational AI for financial questions and planning; Schwab Intelligent Portfolios Premium chat.
* '''Client segmentation''' — Clustering clients by risk profile, life stage, goals, and behavior for targeted advice.
* '''Suitability''' — The regulatory requirement that investment recommendations match client risk tolerance, time horizon, and financial situation.
* '''RegTech (wealth)''' — AI for regulatory compliance in wealth management: suitability monitoring, AML, reporting.
* '''Personalization at scale''' — Delivering individualized investment experiences to millions of clients using ML.
</div>

<div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">