She watched her neighbour’s garage burn down. Now she’s building AI that explains itself before disaster strikes

A lithium battery explosion in a Singapore residential garage is not the kind of event that typically sparks a deeptech startup. But for Muriel Demarcus, a seasoned infrastructure risk professional with three decades of managing billion-dollar projects across Europe and Asia Pacific, it was the…