Machine learning could allow fire engineers to test more scenarios, explore designs earlier and optimise solutions faster. But in safety-critical engineering, capability alone is not enough – the industry needs to gain confidence in AI-powered solutions too, explains Mott MacDonald’s Tom Lewis.