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mit tech review · July 2, 2026

Woodside's 'Startup Advisor' copilot proves AI agents can run critical LNG plants

woodside energy deployed an ai copilot named 'startup advisor' to manage complex lng plant startups. this shift shows how industrial sectors are moving beyond experiments to build autonomous, agent-driven enterprises.

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woodside energy is transitioning from traditional predictive analytics to agentic ai systems with the launch of 'startup advisor,' a copilot designed to help operators manage the complex startup of lng plants. the company cites years of investment in data governance and infrastructure as the foundation for these autonomous, high-stakes tools. melouney stated that the goal is an 'autonomous enterprise' where agents deeply interact with core workflows rather than simply bolting onto existing processes. this evolution signals a maturation of industrial ai, where systems are reimagined to augment human decision-making in safety-critical environments.

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