Ground Truth Physical AI news and engineering for real-world data Product news, research, and build notes from Wherobots, the Context Engine for Physical World Data. Wherobots Cloud News Apache Sedona WherobotsDB Spatial Lakehouse Physical AI Computer Vision RasterFlow Engineering Stories Tutorial Havasu Catalog Earth Observation Use Cases Wherobots for QGIS How Wherobots builds with NVIDIA to let AI see the physical world El Niño 2026, atmospheric rivers, and California’s burn scars Orchestrating Wherobots Jobs from AWS Step Functions Measuring the Strait of Hormuz shutdown with Sentinel-2, WherobotsDB and Overture Maps RasterFlow is now available in Public Preview Sort By Most Recent Most Recent Oldest Categories View All View All Use Cases Knowledge Graph Engineering Earth Observation Tutorial Havasu Catalog Wherobots Cloud Computer Vision Spatial Lakehouse RasterFlow Stories WherobotsDB Physical AI News General Apache Sedona Sort By Most Recent Oldest Categories View All Use Cases Knowledge Graph Engineering Earth Observation Tutorial Havasu Catalog Wherobots Cloud Computer Vision Spatial Lakehouse RasterFlow Stories WherobotsDB Physical AI News General Apache Sedona 7 Mins Read 15 Sep 2026 RasterFlow is now available in Public Preview RasterFlow makes planetary-scale earth intelligence workflows easy and costs predictable. We are excited to announce that RasterFlow is now in Public Preview, opening up the power of planetary scale Earth Intelligence to all Wherobots Professional Edition customers! RasterFlow let’s you solve complex monitoring challenges with vision-language models or tailored models for specific use cases, without […] 7 Mins Read 15 Sep 2026 RasterFlow is now available in Public Preview RasterFlow makes planetary-scale earth intelligence workflows easy and costs predictable. We are excited to announce that RasterFlow is now in Public Preview, opening up the power of planetary scale Earth Intelligence to all Wherobots Professional Edition customers! RasterFlow let’s you solve complex monitoring challenges with vision-language models or tailored models for specific use cases, without […] 5 Mins Read 2 Oct 2026 Wherobots for QGIS: Cloud-Scale Spatial Data, from Wherobots Labs Wherobots for QGIS is a new plugin that connects QGIS to Wherobots Cloud. From a panel inside QGIS, an analyst can run spatial SQL against WherobotsDB, load the results as a map layer, push a local layer up to a Wherobots Iceberg table, and pull raster data into the canvas. Why Wherobots for QGIS: Eliminating […] 7 Mins Read 30 Sep 2026 How Wherobots builds with NVIDIA to let AI see the physical world The world and what happens in it is digitized by petabytes of raw and derivative spatial datasets of various data types and scales, and the potential for applying AI to it is immense. But the AI models and agents we use every day need connectivity to tools that turn this data into usable insights and relationships. Wherobots gives AI the ability operate on and understand raw physical-world data, and NVIDIA GPUs are core to it. Architecturally here’s how this works at a high level. 10 Mins Read 24 Sep 2026 El Niño 2026, atmospheric rivers, and California’s burn scars: one SQL engine, two data models 7,713 mapped building footprints sit inside or within 500 m (1,640 ft) of the 42 Eaton basins USGS rates high hazard for debris flows, and 388 km (241 mi) of mapped road and path cross the low ground below the scar. WherobotsDB finds both in SQL: a join to the USGS basins for the buildings, and a raster vector join over elevation for the roads. 6 Mins Read 22 Sep 2026 Orchestrating Wherobots Jobs from AWS Step Functions: A Reference Architecture When the execution engine is loosely coupled with orchestration, the pipeline is blind while waiting for one fact: did the job finish, fail, or die? This was the case with jobs running inside Wherobots Cloud and the AWS pipeline launching it… That was not cool with me, so we designed a reference implementation using AWS […] 8 Mins Read 16 Sep 2026 Measuring the Strait of Hormuz shutdown with Sentinel-2, WherobotsDB and Overture Maps WherobotsDB read 719 Sentinel-2 scenes in place, fetched about 1.5 GB of the 151 GB, and joined the detections against Overture Maps land polygons to measure a 95% fall in traffic through the Strait of Hormuz corridor. Loading at Kharg and waiting at Fujairah held at 2025 levels, and the analysis cost about $63. 9 Mins Read 31 Aug 2026 How to score every building in a state for catastrophe risk: an exploration project Part 1 of a series: What’s possible? I didn’t start this project to build a real risk model, not one that can be used by an insurer tomorrow. But it is a workflow that an insurer can put into practice to create their own risk scores with Wherobots and their own expertise. The idea was […] 1 2 3 … 16 Next » Sign up for our newsletter Be the first to know about releases and industry news. We care about your data; read our privacy policy. SUBSCRIBEΔ