Projects
AI-Enabled Personal Financial Agents
Overview
Advancements in artificial intelligence have created the potential for deeply personalized tools that not only help consumers gather and analyze their personal financial information, but also deliver and execute on individually tailored advice. These tools could meaningfully expand access to financial guidance, particularly for households facing financial volatility or limited access to affordable, trustworthy professional services . Yet particularly where they can act on consumers’ behalf, they raise important questions about consumer protection, transparency, accountability, privacy, fairness, and appropriate oversight.
FinRegLab will be working with multiple companies that are building next generation tools to develop metrics for evaluating their performance and long-term impacts on users, with particular attention to low- and moderate-income households . Additional workstreams will focus on evolving market practices and policy guardrails. The overarching goal is to help market participants, policymakers, and advocates converge on shared expectations for what these tools should deliver and how.
Related Publications
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Just a year after the inaugural FinRegLab AI Symposium highlighted the inflection point facing the sector and the broader U.S. economy, participants in the 2025 Symposium described concrete impacts, evolving risks, and expanding opportunities. This report highlights key themes and insights from the event.