Why Most AI in Workplace Finance Doesn’t Work

Most workplace AI assistants are just search bars with a fancy name — and in personal finance, that’s not enough. This white paper from Marc McDonough, CEO of TIFIN @Work, explores why most AI in workplace finance fails to deliver real value, and how AI agents and knowledge graphs can create truly personalized, actionable guidance.

Redefining What It Means to Invest and Give

Abstract graphic illustrating strategic philanthropy as a powerful tool for intentional wealth transfer.

A $90 trillion wealth transfer is reshaping how money moves between generations. Younger investors aren’t just inheriting assets—they’re redefining wealth with values-aligned investing and strategic philanthropy. For advisors, this creates an opportunity to engage clients through giving, deepen relationships, and drive growth.

The “Innovation at Speed” Mindset in Financial Services

In financial services, slow experimentation is no longer an option. With AI evolving at a compounding pace, firms must adopt an “innovation at speed” mindset—rapidly deploying solutions, iterating with clients, and executing with velocity to stay competitive in today’s fast-changing landscape.

Why Advisor-Led Alts Growth Starts at the Enterprise Level

Abstract graphic with upward arrows symbolizing growth, representing alternative investment due diligence

Alternatives now represent nearly 15% of global AUM and over 40% of industry revenues. Yet many advisors still face barriers to adoption. The real bottlenecks sit upstream at the enterprise level, where centralized research, compliance, and technology support make or break advisor-led growth.

Trust: The Most Overlooked Factor in AI Adoption

AI in wealth management won’t succeed on capability alone—it depends on trust. From clients to advisors to firms, adoption hinges on transparency, security, and alignment. Firms that embed trust into their AI strategies are already outpacing peers in growth and efficiency.