Nature Electronics, Published online: 12 June 2026; doi:10.1038/s41928-026-01653-w A multimodal multi-agent artificial intelligence system that emulates the collaborative process between life-cycle assessment professionals and stakeholders (such as product managers and engineers) can calculate the carbon footprint of electronic devices, performing data collection tasks that can take weeks or months of expert time to under a minute.