AI Lab Unfiltered

Beyond the Tool: Mapping Workflows for Real AI Adoption

March 3, 2026·41 min
Episode Description from the Publisher

AI adoption doesn’t fail because the tools aren’t powerful—it fails because organizations don’t treat AI like a system.Drew Veach (BizStream) and Pete Terryn (NuWave) sit down with Taryn Kutches, co-founder of Joyn Collective, to unpack what “systems thinking” actually looks like in the real world: aligning people, process, and data, mapping your current state vs. future state, and building a now/near/next roadmap that teams can follow.They also dig into the most overlooked part of AI transformation: behavior change. From balancing “business architecture” with “behavioral architecture” to reframing AI from “efficiency” to “new value,” this conversation is a practical guide for leaders who know they need to do something with AI—but aren’t sure where to start. Chapters(00:00) Systems Thinking in AI: People, Process & Data(01:36) Meet Taryn Kutches + The Joyn Collective Origin Story(02:42) Mechanical Engineering → Why Systems Thinking Matters(06:23) What “Systems Thinking” Actually Looks Like in Organizations(08:39) Mapping Current State → Future State → Now/Near/Next Roadmap(11:20) AI Is Just the Tool — Don’t Start With Implementation(12:43) Business Architecture vs. Behavioral Architecture(16:23) Fear, Leadership Vulnerability & AI Adoption(21:08) “The Future Is Collective” — Why Transformation Takes Partners(24:07) Why Behavior Change Is Harder Than Technology(30:06) From Efficiency to New Value — Reframing AI’s Purpose(36:00) The Future of AI: More Human Work, Not Less

Podzilla Summary coming soon

Sign up to get notified when the full AI-powered summary is ready.

Get Free Summaries →

Free forever for up to 3 podcasts. No credit card required.

Listen to This Episode

Get summaries like this every morning.

Free AI-powered recaps of AI Lab Unfiltered and your other favorite podcasts, delivered to your inbox.

Get Free Summaries →

Free forever for up to 3 podcasts. No credit card required.