A $25 million funding total fuels Earlytrade as it expands its agentic AI into the U.S. construction market. The platform automates working capital management to solve chronic cash flow gaps. This niche application targets specific operational inefficiencies. Practitioners should watch if these specialized agents outperform general-purpose financial tools in high-friction industries.