Desktop installation and verification
Check actual installers, release notes, SHA-256 digests, prerequisites and a small GIS import.
Explore ↗DEVELOPERS / GEOTWINS
Build with geospatial software you can examine.
AGOT, GIS host integrations, spatial processing and GeoAI need clear public installation guides and testable contracts. These documents begin with release-specific evidence and distinguish local execution from future platform ambitions.
01 / GET STARTEDWINDOWS / AGOT GIS METHODS HOSTS / SDK
Choose the technical entry point.
The current AGOT Windows preview and the GeoAI host SDK have separate official distribution channels. A published package does not prove it has passed installed-app acceptance tests in your environment. Start with the correct release, review its notes and verify your desired workflow.
Geoprocessing quality and outputs
Check CRS, projections, geometry, buffer, clip, intersection and durable output evidence.
Explore ↗QGIS, ArcGIS Pro and GeoAI integrations
Understand host packages, model-provider requirements, human approvals and execution receipts.
Explore ↗02 / SOFTWARE
Actual distributions and capabilities.
Use AGOT's product page for current Windows release metadata. QGIS plugins, ArcGIS Pro add-ins and Python SDK packages are distributed and validated separately. Verify host versions, native dependencies, security and any local model runtime before enabling operations that can modify GIS data.
03 / REPRODUCIBILITY
Start from an inspectable algorithm.
Our open examples demonstrate point-to-corridor distance and land-cover class transitions using invented input data. They are deliberately runnable without AGOT or credentials so another person can validate outputs. Real GIS deployments still require real source files, spatial reference systems, geometry validation and native-host testing.
LATEST PUBLIC DISTRIBUTION
Three separately installed development products.
Current public previews include AGOT Desktop 1.0.8, GeoAI Hosts & SDK 0.8.0 and GeoTwins Harness 0.8.0. Harness is an independent local-first agent workstation, not part of the Python SDK wheel or Desktop MSI.
TECHNICAL COLLABORATIONS
Discuss an integration ↗Build against verifiable outcomes.
Describe the target GIS environment, licensed data, required operation and acceptance criteria. Native-host execution and product maturity must be verified independently.