From RPA to Reasoning: The Next Evolution of Intelligent Automation
Binny Gill talks with Bryan Lamb — 4-time UiPath MVP and one of the most prolific automation educators of the past decade — about how automation is evolving from task-based bots to AI-powered reasoning systems, and what enterprises need to understand to move from experimentation to real operational impact.
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About this episode
Few people have watched enterprise automation evolve from the inside as long as Bryan Lamb. He has spent decades building automation programs, training more than 250,000 people, and earning recognition as a 4-time UiPath MVP.
Bryan and Binny break down the biggest shift happening right now — the move from task-based RPA to AI systems that can actually reason about work — and what teams need to get right to make it pay off. They also get into “AIQ,” whether enterprises are really ready for what comes next, and what the next generation of automation should look like in practice.
What this episode covers
- Where traditional RPA succeeds — and where it falls short
- The biggest shift happening as AI reshapes the automation stack
- Whether enterprises are actually ready for AI-driven automation
- What “AIQ” is, and why it matters for the next decade
- Systems that automate tasks versus systems that reason about work
About the guest
Bryan Lamb — Automation leader, entrepreneur, 4-time UiPath MVP
Bryan has spent more than three decades building and scaling automation programs, helping hundreds of organizations and over 250,000 people learn automation technologies. His perspective on the shift from RPA to AI-driven reasoning is shaped by deep, hands-on experience inside large enterprises.
Common questions about this episode
What is this episode of The Logic of AI Magic about?
Episode 6 of The Logic of AI Magic. Binny Gill talks with Bryan Lamb, intelligent automation leader and host of the Process Mining Podcast, about how the world is moving from rule-based RPA bots to reasoning systems that understand business logic and adapt.
Who is Bryan Lamb?
Bryan Lamb is Intelligent Automation Leader and Host of the Process Mining Podcast. Bryan Lamb joins Binny Gill, founder and CEO of Kognitos, on episode 6 of The Logic of AI Magic.
What's the main takeaway from this episode?
Why traditional RPA hit a ceiling, how reasoning-based AI changes what automation can actually do, and what process and automation leaders should be doing now to prepare.
Where can I listen to or watch this episode?
You can watch this episode directly on this page or on YouTube at https://www.youtube.com/watch?v=0hiLauS1KNE, and listen on Spotify at https://open.spotify.com/show/5NmKIJu7iEuMv1pdkMkBVn (search for The Logic of AI Magic).
What's the difference between RPA and Agentic AI?
Episode 6 explores why traditional Robotic Process Automation (RPA) hit a ceiling and what reasoning-based Agentic AI changes. Bryan Lamb, a 4-time UiPath MVP, walks through the shift from rule-based bots to AI agents that reason, handle exceptions, and govern themselves — and what enterprise automation teams should do now.
How do enterprises move from RPA to AI-driven reasoning?
Bryan Lamb shares concrete migration patterns from rule-based RPA to agentic AI for enterprise automation: which processes to migrate first, how to keep deterministic execution where it matters, and where reasoning models genuinely outperform scripted bots. A practical guide for automation leaders evaluating the post-RPA stack.