

Accelerate Climate Innovation with Earth Data & AI
Join AWS, Wherobots and co-hosts 9Zero and Earthmover at the AWS GenAI Loft for a hands-on workshop and innovation showcase focused on building physical world intelligence solutions with geospatial data, AI, and large language models. Discover how climate tech innovators are driving resilience using data about the the earth —from satellite imagery and IoT sensors to infrastructure and climate data—at unprecedented scale and performance.
The event features:
Interactive workshops on building spatial data solutions on AWS using modern technologies
Real-world use cases from climate tech builders pushing the boundaries of location and environmental intelligence
A workshop on building GenAI applications based on real world environmental data, leveraging the data engineering capabilities of Wherobots, Earthmover and AWS services
Explorations of how LLMs can reason directly over geospatial, earth and environmental datasets
Who Should Attend
This event is ideal for data engineers, AI/ML practitioners, and product leaders who want to:
Turn raw geospatial data into real-time intelligence
Scale analytics on top of open formats like Apache Iceberg, Zarr, and Parquet
Power natural language apps with spatial reasoning
Build faster, lower cost, smarter systems with modern data stack tooling
Whether you're building the next climate intelligence platform or integrating environmental sustainability insights into your product, this is your launchpad.
Event Agenda
10:00 AM – Doors Open
Registration & coffee
10:30 – 10:40 | Welcome & Introductions
Kickoff and overview of the day
10:40 – 11:00 | AWS Keynote: Geospatial & Climate Tech
Challenges and opportunities in scaling geospatial workloads across insurance, energy, agriculture, and supply chain & logistics with Patti Caroll and Dagney Duncheon
Geospatial on AWS
Services & architecture patterns (Dave Bianco)
Open Data on AWS, ASDI, Bedrock demo (Chris Stoner)
11:45 – 12:30 | Partner Panel: Building with AWS
Exploring innovation with geospatial partners and open data.
Panelists: AWS, Mo Sarwat CEO @ Wherobots, Margaret Francis COO @ Earthmover, Ryan Buckley CEO @ Shovels, Sergey Sukov CEO @ Action Engine and CTO at EchoTwin AI
12:30 – 1:15 | Networking Lunch
1:15 – 1:45 | Wherobots Workshop 1: Preparing AI-Ready Spatial Datasets (Sean Knight)
Access the Wherobots Data Catalog
Connect to open data, such as Overture Maps Foundation datasets in Wherobots Spatial Data Catalog & STAC
Prepare and explore catalogs in notebooks (vector & raster functions)
1:50 – 2:30 | Wherobots Workshop 2: Achieving Spatially Aware AI (Matt Forrest)
Run managed AI models in Wherobots
Apply segmentation, detection, and classification with SAM or OwlV2
Combine results with external datasets like Open Infrastructure Map
Write enriched data to the Wherobots Spatial Data Catalog and Iceberg
2:30 – 2:45 | Break
2:45 – 3:30 | Earthmover Workshop 3: Low Latency AI Weather Forecasts in the Cloud with AIFS data (Joe Hamman)
Review the latest advances in AI weather forecasting and the ECMWF AIFS model
Build high-performance weather data pipelines with Earthmover and Coiled
Run custom AI weather forecasts using optimized initial-condition data from the Earthmover catalog and store the outputs in your own Repo
3:35 – 4:00 | Fireside Chat: The Future of Geo + AI
Ask-me-anything with experts from Mo Sarwat from Wherobots, Drew Breunig from the Overture Maps Foundation and Joe Hamman from Earthmover
4:00 – Doors Close
4:00 – 6:00 | Offsite Happy Hour
Relax, connect, and continue the conversation. Be sure to RSVP here to save your spot!
About Wherobots: the Spatial Intelligence Cloud by the original creators of Apache Sedona. Build Earth Data+AI products for industries and operations in the physical world 20X faster at the fraction of the cost of existing solutions. Get started on AWS today at wherobots.com.
About 9Zero: We’re a members-only community of founders, investors, scientists, and innovators accelerating climate solutions through meaningful relationships. Apply to join at www.9Zero.com
About Earthmover: the cloud-native platform for weather, climate, and geospatial data. Built by the maintainers of the popular open-source Xarray, Zarr, and Icechunk packages, Earthmover’s data model based on tensors (rather than tables) is the natural fit for weather forecasts, climate models, and hyperspectral Earth-observation data. With cloud-optimized tensor storage, advanced data catalog and governance, high-performance data loaders, and geospatial API integrations, Earthmover supports customers in energy, insurance and finance to develop and operationalize state-of-the-art AI models for prediction and decision making.