AI Multiplies - If Your Foundations Are Ready - Saahil Panickar & Zack Brown

Hosted by Alex Birke (https://www.linkedin.com/in/alexbirke/), live from the SAFe & AI Summit 2026 in Amsterdam, this episode of Agile Amped features Saahil Panickar, SAFe Fellow and SPCT, and Zack Brown, Partner Solution Strategist at Atlassian. AI is a force multiplier and that's exactly the problem. It amplifies the current state of your organization, including its dysfunction. Companies with poor data quality, inconsistent tooling hygiene, or undisciplined processes will find that AI makes those problems significantly worse, not better. As Saahil puts it: garbage in, garbage out, just faster and at scale. Zack adds the practitioner perspective from Atlassian: successful AI implementation requires specificity. Rather than chasing a broad AI strategy, identify two concrete use cases, point them at real contextual data, and build from there. The conversation introduces the concept of the "gated garden", a secure, human-curated single source of truth from which AI models draw their inputs and the ongoing practice of data gardening to keep it valid. The guests draw a clear parallel to previous enterprise tech waves: DevOps, cloud, SRE. Each went through hype, failure, and a more disciplined second wave. AI will be no different. A first wave of failures is coming for organizations that skip the foundations. The ones that invest in individual AI literacy, proper mechanics, and intentional pilots will lead the second. Their closing message reframes the competitive landscape: it's no longer big eats small, or even fast eats slow. In an AI-enabled world, the organizations that outlearn the competition will be the ones that survive and thrive. Connect with Saahil Panickar and Zack Brown: • LinkedIn Saahil Panickar: https://www.linkedin.com/in/saahilpanikar/ • LinkedIn Zack Brown: https://www.linkedin.com/in/zacktb/ • Website: https://scaledagile.com/ • Website: https://www.atlassian.com/