DMAP-AI by AgriMetSoft is a drought monitoring, research, and decision-support platform. The free Research Version provides point-based SPI analysis with NASA POWER by default and ERA5-Land/CDS as an advanced option; licensed research workflows and Farmer Version tools will expand the platform.