Construction automation startup Xpanner raised $18 million to deploy robotics and AI-driven task automation across job sites, targeting manual labor bottlenecks in a sector with persistent productivity gaps. The round reflects investor appetite for physical AI in infrastructure-heavy verticals where labor scarcity and compliance complexity drive ROI.