Permission and Forgiveness: AI Engineering in Complex Organisations

Mike Le Galloudec

Mike Le Galloudec (MLG) is a Principal Engineer Advocate at Oakland, where he combines hands-on engineering with technical advocacy, helping organisations understand and adopt the latest advances in AI. His work focuses on designing and delivering agentic AI solutions while making complex technologies accessible to business and technical audiences alike.

Most recently, Mike led the development of Network Rail's first production-grade AI application, using Microsoft Azure and bespoke AI agent frameworks to transform operational data into real-time, actionable intelligence. With a background in data science and a Physics degree from the University of Oxford, he brings a strong analytical foundation to solving complex enterprise challenges. He's also known for having a neural network tattoo (a fitting reminder of his passion for AI).

Alongside his engineering work, Mike is passionate about sharing knowledge and making AI approachable. He hosts Oakland's YouTube channel and creates content for its growing TikTok audience, breaking down AI, data, and emerging technologies into engaging, bite-sized insights. Whether working with organisations across rail, transport, or utilities, Mike combines technical depth with clear communication, helping businesses unlock the practical value of agentic AI and intelligent automation.