Keith McFarlane CTO At Globality On Architecting AI-First Enterprises

 

AI is no longer just about generating outputs—it's about building intelligent, decision-capable systems that plan proactively and earn organizational trust.

In this episode of Discover Dialogues, Vikramsinh Ghatge, Senior Marketing Director and Editor-in-Chief, speaks with Keith McFarlane, Chief Technology Officer at Globality. With a rich background leading engineering at Oracle, LiveOps, and now Globality, Keith shares how enterprise platforms are being reimagined in an AI-native era.

He unpacks Globality’s philosophy on platform development—rooted in agentic AI, where systems don’t just respond, but actively plan, make decisions, and operate within context. Keith also discusses the critical distinction between intelligence and trust, explaining why trust is often the bigger hurdle. He offers a behind-the-scenes look at how his team achieved agility, control, and resilience by building tailored internal tools rather than relying on third-party vendors.

Key Takeaways:

• What agentic AI is—and how to implement it responsibly

• Integrating reasoning and contextual understanding into enterprise workflows

• Why trust is a bigger challenge than performance in AI systems

• Designing platforms with scalability, autonomy, and governance in mind

• Lessons from rapidly building high-impact internal systems at Globality

Whether you're a CTO, AI strategist, or enterprise architect rethinking digital infrastructure, this episode offers a practical guide for developing AI-native platforms with lasting value.

The conversation also explores organizational challenges such as adoption hurdles, security demands, and cultivating strong engineering cultures in the age of autonomous technology. Keith shares insights on the "build vs. buy" dilemma, preparing for the future while addressing today’s needs, and instilling an AI-first mindset across the enterprise.