Weather AI & Geospatial Consulting
Aetheris Vision brings applied meteorology, AI weather forecasting, GIS, geospatial regridding, and scientific software together around the result each engagement needs—supported by tools we build in-house when the problem calls for them.
Scientific & Earth-Data Systems
Independent scientific judgment, carried through to working software. Direct engagement on atmospheric science, AI/ML weather systems, and the pipeline work that keeps them honest in production.
Atmospheric‑Science SME
AMS Certified Consulting Meteorologist judgment applied to model output, grid interpolation, and forecast verification — the domain expertise that makes an automated pipeline trustworthy.
AI Weather Forecasting & ML Systems
Design, evaluation, and integration of AI weather forecasting and hybrid NWP/ML systems, including GraphCast and Pangu-Weather workflows, uncertainty quantification, and reanalysis data such as ERA5 and MERRA-2.
Data‑Pipeline Modernization
Assessment of existing operational frameworks and a practical path off them — legacy interpolation code, brittle ingest jobs, and undocumented grid assumptions replaced with something verifiable.
Technical Program Leadership
Technical direction for integrated product teams on defense and civil-agency modernization: technology assessment, risk-managed deployment, and staff training.
GIS & Geospatial Regridding
Move weather, climate, satellite, GIS, and environmental data from the form you have to the form your downstream work requires. Services include CRS transformation, reprojection, spatial interpolation, resampling, and data-aware remapping across raster, point, and specialized grid geometries.
Coordinate systems & projections
Transform between geographic and projected coordinate systems while preserving the geometry the destination requires.
Specialized grid geometries
Handle rectilinear, curvilinear, point-based, HEALPix, and other source or destination layouts across resolutions and extents.
Data-aware remapping
Match the method to continuous, categorical, or conservation-sensitive fields instead of applying a one-size-fits-all interpolation.
Verification & delivery
Check the result for missing data, artifacts, and conservation errors, then prepare it for the model, analysis, or operational system that needs it.
Need the Data Done Correctly Without Spending Months Assembling the Toolchain?
Show us the source, the destination, and what the result must support. We'll take it from there.
Federal & Cleared Delivery
Both disciplines above are deliverable through federal, prime-teaming, and cleared channels — this is how we deliver, not a separate offering.
Custom Software & Web
We also build and maintain custom web applications — including this site — for select clients. Web development services