Nature Electronics, Published online: 17 June 2026; doi:10.1038/s41928-026-01652-x Assessing the carbon emissions of an electronic device from raw material extraction to disposal requires time-intensive data collection for each component. Now, artificial intelligence agents autonomously generate life-cycle inventories for electronic devices in under a minute and estimate carbon emissions with less than 19% deviation from expert assessments.