Woodside Energy's decade-long AI journey powers industrial 'Startup Advisor' copilot
How an energy giant uses agentic AI to safely start LNG plants and augment human operators.
Woodside Energy, a global energy producer, has been applying AI for over a decade far from consumer chatbots. Its VP for Digital Andrew Melouney explains that the company built predictive analytics, optimization systems, and machine learning tools across exploration, drilling, maintenance, and plant operations using massive operational data from physical assets. This long-term investment in infrastructure and governance now enables a shift toward agentic AI that supports complex industrial workflows.
A prime example is the 'Startup Advisor,' an AI copilot that helps operators manage the high-stakes process of starting liquefied natural gas (LNG) plants. Rather than replace humans, Woodside designs AI to augment expertise, empowering faster, better decisions. The company's approach reflects a broader industrial AI evolution from isolated experiments to enterprise-wide systems on standardized platforms. Melouney's motto: 'Think big, prototype small, and scale fast.' Woodside's ultimate ambition is an autonomous enterprise where agents deeply interact with core workflows.
- Woodside Energy has spent over a decade building predictive analytics, ML, and optimization tools for exploration, drilling, and maintenance.
- Its 'Startup Advisor' AI copilot helps operators safely manage LNG plant startups, augmenting rather than replacing human expertise.
- The company aims for an autonomous enterprise with agentic AI that deeply integrates into core industrial workflows.
Why It Matters
Industrial AI, exemplified by Woodside, proves that infrastructure and governance enable safe, high-stakes automation beyond consumer tools.