
How Financial Advisors Can Turn Messy Data into Actionable Results with Verity Larsen
From Next Mile by Milemarker
March 24, 2026 · 47 min
About this episode
Verity Larsen discusses the challenges of managing data in wealth management and how firms can turn messy data into actionable insights.
Episode 137: This week, Kyle Van Pelt talks with Verity Larsen, Founder & CEO at Versoft Consulting. Versoft partners with RIAs to help navigate complex technology decisions, system conversions, and data strategy. Verity talks with Kyle about the realities behind data lakes in wealth management and why maintaining clean, accurate data is harder than it looks for RIAs. From the myth of "clean data" to the hidden costs of data lakes, Verity shares a behind-the-scenes look at why so many firms struggle to turn data into actionable insights. She also explores the limitations of AI, the operational disconnects that quietly slow firms down, and what it truly takes to make data work for growth and better decision-making. In this episode: (00:00) - Intro (02:00) - Verity's money moment (04:33) - The challenge of validating data in system conversions (08:40) - What it takes for an RIA to maintain clean data (13:28) - The disconnect between management and staff workflow (16:43) - Common reasons people hire Versoft (20:53) - How people can make the most of their current technology (26:27) - Why systems calculate the same metrics differently (32:01) - The limits of AI in data and system…
People in this episode
Host: Kyle Van Pelt
Guest: Verity Larsen
Topics covered
- data management
- wealth management
- technology decisions
- data strategy
- AI limitations
- operational disconnects
Keywords
- data lakes
- clean data
- system conversions
- actionable insights
- technology
- wealth management
- AI limitations
Mentioned in this episode
Organizations: Versoft Consulting, RIAs
More episodes of Next Mile
- How to Build a Scalable Firm Without Tech Overload with Dan Johnson · June 9, 2026 · 35 min
- The Hidden Economics Behind High-Growth Advisory Firms with Patrick Kelly · June 2, 2026 · 46 min
- How Modern RIAs Can Scale Fast with Vib Arya and Sean Meighan · May 26, 2026 · 36 min
- The Hidden Infrastructure Powering Modern Advisory Firms with Aaron Wormus · May 19, 2026 · 34 min
- The Difference Between Growing Fast and Growing Well with Tim Gavin · May 12, 2026 · 33 min
- Growth, Alignment, and the Future of Advisor-Led Wealth Firms with Scott Schwartz · May 5, 2026 · 46 min
Explore listener stats, chart rankings, contacts and more on the Next Mile podcast page.