Episode summary
The WealthStack Podcast: Rethinking Technology, AI and the Advisor Experience with Freedom Dumlao
Summary
Freedom Dumlao argues that the biggest wealthtech challenge is not adopting more tools but redesigning the advisor experience around time, data flow and reliability. He says advisors spend too much effort on manual servicing, fragmented systems and waiting for processes to finish, which leaves less time for the personalized work clients value. Vestmark’s strategy, he says, is to make its products modular, integrable and increasingly AI-enabled so firms can add capabilities without a massive overhaul.
Dumlao frames AI as most useful when it removes mechanical work and speeds up integrations, not when it merely generates text. He says Vestmark has been building toward agentic AI that can prepare proposals, automate workflow steps and help coordinate back-office tasks while still leaving humans to validate decisions. For him, the real leap is from chatbot-style assistance to systems that can initiate work and present a completed draft for review.
He also pushes back on the idea that compliance slows innovation. In his view, regulation creates useful design constraints and a quality baseline, while consumer software has reset user expectations for speed and usability. The result, he says, is a market where firms must deliver industrial-grade reliability with consumer-grade experience, and where the advisor’s moat is validation and judgment rather than raw information.
Key takeaways
- Freedom Dumlao says the main bottleneck for personalization is advisor time, not a lack of interest in serving clients better.
- He argues that integration work across CRM, portfolio management and reporting systems is one of the biggest hidden drags on RIA productivity.
- Dumlao says agentic AI is already useful for tasks like generating and comparing proposals or executing workflow steps, while client-facing robot calls are still hype.
- He believes compliance should be treated as a design constraint that improves software quality, not as a brake on innovation.
- Dumlao says advisors add value by validating AI-generated ideas against client goals and circumstances, not by simply providing information.
- He expects Vestmark’s roadmap to emphasize safe, useful AI and deeper interoperability with client-owned AI tools.
Notable quotes
“the advisor experience is quickly becoming a technology problem, and how AI and digital transformation are reshaping the operating system of RAAS”
“we've got to make big investments. And we we reorganized around that problem instantly uh and I think became fast friends uh focusing on that”
“The biggest barrier for uh an advisor in providing that personalized uh experience for their client tends to be the amount of time they have available”
“what we are doing and what we think is uh the best strategy for that is first of all we build our products so that each individual thing”
“validation is is greater than information in this case”
How the episode opens
Ready to leverage technology to unlock business growth and create scalable, personalized experiences for your clients? Join the RAIA Edge Nashville conference on April 14th and 15th. Register today on riiaednashville.com.
Welcome to the Wellstack podcast. I'm your host Shan Rossi, the director of Wellstack Content Solutions, and today we're diving into what's really happening behind the curtain of modern portfolio management, why the advisor experience is quickly becoming a technology problem, and how AI and digital transformation are reshaping the operating system of RAAS. And to unpack all this, I certainly need a professional.
And I'm joined by someone with one of the most important seats in wealthtech right now, chief technology officer at Bestmark, Freedom Dumlau. Freedom, welcome to the show. Shannon, thank you so much.
I'm excited to be here. It's great getting a chance to finally catch up.
Absolutely. Well, I appreciate you letting me pull you away from all the vibe coding you've got going on under the hood right now. And I want to warm you up with what I promise will probably be the hardest question that you will get this entire conversation. All right?
Because I want to know, listeners want to know what makes freedom, well, freedom both personally and professionally.
Oh, that's a great question. Uh, so yeah, give me a chance to talk about myself, why don't you? Uh so you know um professionally and personally I consider myself somewhat of a maker.
So you know when I'm not at work uh helping teams build the technology that powers Vestmark. Uh at home I'm usually in the wood shop or I'm in the kitchen trying to create something uh either amazing or terrible. Either way I'm going to enjoy uh the process.
So, uh, anybody who knows me knows well enough.
From the episode’s captions: roughly the first two minutes, lightly cleaned. Keep watching on YouTube →
Topics
- advisor experience tech
- ai and agentic ai
- data integration
- wealthtech modernization
- ria scaling
Companies and tickers mentioned
- Vestmark
Watch the episode
Summary, takeaways and quote selection by Octagon. Quotes are short excerpts; the full conversation is in the episode.
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