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 itThe brittle spreadsheet trap that breaks when key people leave the firmWhat "bad rocks" in curling taught us about hidden data problemsWhy clean, governed data is the prerequisite for AI adoptionThe difference between a SaaS product and a tech-enabled serviceAEO (Agent Engine Optimization) — what's replacing traditional SEOWho the right firm is for a solution like Terrapin Resources & Links: Dan Zitting, CEO of Nitrogen Wealth — The Modern Financial Advisor PodcastOliver 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