Traditional spatial tools are fragmented, technical, and built for GIS specialists - forcing most teams to rely on consultants and static reports. This creates long wait times for insights and makes it hard to adjust to real-world changes. PangeAI, presented by Marek Miltner, breaks this pattern by introducing geospatial agents that not only respond to natural-language questions like “How has this land changed over time?” or “Where is restoration most viable?”, but also proactively adapt workflows, analyze new inputs, and flag opportunities or risks, without needing manual reconfiguration. By combining datasets with intelligent, self-directed analysis pipelines, PangeAI empowers sustainability teams, investment leads, and project developers to screen sites, monitor impact, and make timely decisions - no GIS skills required. PangeAI turns spatial data into a living, collaborative agent, making geospatial intelligence accessible, actionable, and fully responsive to the needs of modern organizations.
We're happy to present PangeAI as one of our Scientists for Nature 2025 - Nature Finance finalist.