Google Earth AI: Gemini Now Crunches Satellite Imagery in Minutes, Not Weeks

Weeks of manual satellite image review, condensed into minutes. That's Google's pitch for its biggest geospatial AI update yet, unveiled at Google Cloud Next 2026 in Las Vegas this week.

Aerial and Satellite Insights bring Gemini to Earth AI

The headline feature is Aerial and Satellite Insights, a new addition to Google's Earth AI toolkit. Plugged into BigQuery, Google Cloud's data warehouse, it lets analysts automatically analyze thousands of aerial and satellite images without the tedious manual review. A city planner can now track active construction across residential zones to allocate roads and power lines, all from a query.

Google also launched two new Earth AI Imagery models in its Cloud Model Garden. Trained to spot bridges, roads, and power lines, they eliminate the months-long process of training custom models from scratch.

Gemini capabilities in Google Earth go deeper

The Gemini-powered conversational interface already in Google Earth is getting a major upgrade. US-based Professional and Professional Advanced users can ask natural-language questions like "show me dried rivers in this region" or "find algae blooms near drinking water sources." Results come back in seconds, powered by remote sensing foundation models combined with population and weather data.

Partners are already putting this to work. Airbus, Planet Labs, and spatial intelligence firm Vantor are early testers. Vantor's Sentry app, for instance, analyzes post-storm satellite imagery to identify washed-out roads, helping recovery teams prioritize response.

Maps Imagery Grounding turns Street View into a creative canvas

The third announcement targets creative professionals. Maps Imagery Grounding, in private preview for US locations, generates AI visuals anchored in real Street View data. Film studios can prototype a movie scene at an actual landmark in seconds. Ad giant WPP is already testing it for immersive client campaigns.

Google's geospatial AI play matters more than you think

Google is no longer just selling maps. With Earth AI, Gemini-powered reasoning, and partnerships from a company already generating 75% of its own code with AI, it's building a full-stack spatial intelligence platform. The kind of analysis that once required expensive GIS licenses and months of specialist training is now a text prompt away. For urban planners, disaster responders, and environmental analysts, this could be a genuine turning point.