Scaling AI Workflows in Insurance: M3 Insurance & Stitch Studio
In the latest episode of our Production to Scale interview series, we sit down with Amber Seitz, Manager of Digital Products at M3 Insurance, to discuss how their team transformed quote comparisons using StitchStudio.
Getting into production is only the start of the AI journey.
The real question is: how far can it go?
In the latest episode of our Production to Scale interview series, we sit down with Amber Seitz, Manager of Digital Products at M3 Insurance, to discuss how their team transformed quote comparisons using StitchStudio.
Key takeaways from this episode:
- Measurable ROI: How M3 slashed quote comparison time from 90–120 minutes down to just 15 minutes.
- Human-in-the-Loop Philosophy: Why treating AI like a "junior colleague" protects against E&O exposure while building user trust.
- Change Management: Shifting from a "big bang" rollout to a targeted "land and expand" strategy guided by clear success benchmarks.
- Reclaiming Capacity: Redirecting saved time toward client consulting and high-value mentorship rather than manual data entry.
Watch the full episode to see how M3 Insurance moved beyond the pilot stage to achieve scalable, real-world operational impact.

