Fix This Before You Buy Another AI Tool for Your Financial Advisory Business with Kristefor Lysne

What does curling have to do with your firm's data infrastructure? More than you'd think.

In this episode, Mike Langford sits down with Kristefor Lysne, President of Terrapin Technologies, for a conversation about the messy data problem quietly working against wealth management firms — and why getting your data house in order is the prerequisite for everything coming next with AI.

Kristefor has spent 30+ years helping wealth management firms aggregate, normalize, and automate the data behind advisor compensation, reporting, and compliance. He's also a competitive curler at the St. Paul Curling Club — and he has the perfect analogy for what bad data really looks like inside your firm.

In this episode:

• Why AI doesn't fix messy data — it amplifies it
• The brittle spreadsheet trap that breaks when key people leave the firm
• What "bad rocks" in curling taught us about hidden data problems
• Why clean, governed data is the prerequisite for AI adoption
• The difference between a SaaS product and a tech-enabled service
• AEO (Agent Engine Optimization) — what's replacing traditional SEO
• Who the right firm is for a solution like Terrapin

Resources & Links:

• Dan Zitting, CEO of Nitrogen Wealth — The Modern Financial Advisor Podcast
• Oliver Freigang, CEO of qashqade — The 6 x 6lock Podcast

Chapters:

0:00 Cold Open: The Curling Reveal

0:42 Intro

1:48 Kristefor's Curling Life

10:18 Terrapin Technologies: The 60-Second Pitch

12:57 Hidden Data Problems at Wealth Management Firms

16:54 The Brittle Spreadsheet Trap

20:42 AI, Vibe Coding & Why Governance Matters

26:26 Garbage In, Garbage Out: AI Doesn't Fix Messy Data

28:14 How Terrapin Normalizes & Cleans Your Data

31:38 Who Is the Right Firm for Terrapin?

35:00 The Promise: What Becomes Possible With Clean Data

37:31 Clean Data Is the Prerequisite for AI

40:26 MCP Servers & the Future of AI Interfaces

41:15 AEO: What's Replacing SEO

47:07 Where to Find Kristefor & Terrapin Technologies

48:17 Outro