Addition Wealth Survey: 72% of Americans Demand Human Oversight in AI Financial Guidance

Addition Wealth has released new survey data revealing a significant "trust gap" in how Americans utilize artificial intelligence for financial management. For fintech professionals, these findings underscore a critical limitation: while AI adoption is mainstream for daily tasks, 72% of consumers still demand human involvement for consequential financial guidance and decision-making.

What was announced

Addition Wealth published the findings of its 2026 Future of Advice Survey: AI and Financial Guidance, a nationwide study involving 1,000 U.S. adults. The data highlights a stark contrast between general AI usage and financial application. While 74% of Americans use AI regularly or occasionally in their daily lives, only 21% utilize it as a primary source for financial decisions. Trust remains the primary barrier, with only 14% of respondents stating they fully trust AI for financial guidance, and 24% reporting they do not trust it for money matters at all.

The survey identified specific areas where consumers are most comfortable using AI, led by saving and investing (42%), followed by tax-related queries (35%), and budgeting (34%). However, comfort levels drop significantly for high-stakes milestones; only 21% would consider using AI for major decisions like purchasing a home. Demographics play a larger role in trust than wealth. Adults aged 18 to 34 are five times more likely to fully trust AI for finances than those aged 55 to 64. Gender also presents a divide, with men twice as likely as women to fully trust the technology for financial choices. Notably, trust levels remained largely consistent across income brackets, suggesting that financial complexity, rather than net worth, dictates the need for human oversight.

"Consumers are increasingly comfortable with AI helping them navigate financial decisions, but they continue to place a premium on human judgment, oversight, and accountability when money is on the line. That's consistent with what we see at Addition Wealth. People will turn to a platform and leverage AI for a lot of their financial questions, but often choose to connect with a financial advisor when they want greater confidence around more consequential decisions."

Ana Mahony, founder and CEO of Addition Wealth.

The companies involved

Addition Wealth is an AI-native financial guidance platform designed to bridge the gap between digital tools and professional expertise. The company operates by partnering with financial institutions and employers to provide employees and customers with personalized financial roadmaps. By integrating AI into the advisory process, the firm aims to make sophisticated financial planning more accessible while maintaining the human element that consumers clearly value.

The firm is led by Ana Mahony, who serves as Founder & CEO. Under her leadership, the company has focused on the intersection of technology and behavioral finance, positioning itself as a hybrid solution in a market often divided between traditional wealth management and pure-play "robo-advisors." Addition Wealth’s model reflects the growing industry trend of "bionic" advice—leveraging machine learning for data processing and educational content while reserving complex strategy and emotional support for human advisors. This approach addresses the specific consumer demands identified in their latest research, particularly the 39% of Americans who prefer human-led guidance supported by AI tools.

What this means

This report is a reality check for fintech firms betting on fully autonomous "AI advisors." The data suggests that the industry is hitting a psychological ceiling; while consumers appreciate the efficiency of AI for budgeting or tax calculations, they are not yet ready to hand over the keys to their long-term financial security. The fact that 72% of respondents want a human in the loop indicates that "human-in-the-loop" is not just a safety feature, but a core product requirement for market adoption. Traditional banks and wealth managers should feel emboldened by these findings, as their human capital remains their strongest competitive advantage against pure-tech disruptors. The next phase of the AI arms race in finance won't be about who can build the smartest bot, but who can most seamlessly integrate that bot into a human-led relationship.