What if your enterprise platform could do more than automate tasks—what if it could reason? In this episode of Discover Dialogues, Vikramsinh Ghatge, Sr. Marketing Director and Editor in Chief at TechDogs sits down with Keith McFarlane, Chief Technology Officer at Globality, to break down how he’s building AI-native platforms that embed decision-making, planning, and trust at their core.Keith shares a rare combination of deep technical clarity and executive-level foresight. From building trust-first LLM systems to teaching AI to interpret human intent, he walks us through the frameworks, team culture, and architectural thinking that power one of the most advanced sourcing platforms in the world.We also explore the psychology of enterprise adoption, why clean data matters more than fancy tools, and how Globality empowers teams to scale AI safely and purposefully.What you’ll learn in this episode:• How agentic AI frameworks are changing enterprise software• What “AI-native transformation” actually looks like from the inside• Where most CTOs go wrong with AI implementation• Keith’s philosophy on build vs. buy decisions• The hidden leadership layer behind every great engineering system🔔 Subscribe to our channel now: https://tinyurl.com/TDYTSubFrom designing AI that understands intent to crafting frameworks that maintain transparency and trust, Keith shares how his team integrates LLMs with sourcing logic, user context, and enterprise compliance. We also dive into his leadership style, build-vs-buy decisions, and how Globality developed its own internal systems when off-the-shelf tools fell short.Whether you're scaling AI, leading a product team, or rethinking how your platform handles complexity, Keith’s insights offer a practical blueprint for building smarter systems.This isn’t just about AI. It’s about how leaders think, structure, and scale smarter tech.About Discover Dialogues:Discover Dialogues is TechDogs’ flagship podcast series where technology meets real-world impact. The show features unfiltered conversations with industry leaders, founders, and innovators who are building what’s next.🔔 Subscribe to our newsletter: https://www.techdogs.com/newsletter 🌐 Visit us at: https://www.techdogs.com