Announcing the Forge suite. At its head, ForgeMind™ — the AI-native GIS Intent Compiler. Plain-language intent in, validated geospatial pipelines out. The LLM reads intent; deterministic machinery owns structure, validation, and execution — so it refuses rather than guesses. ForgeGIS™ is the GPU-accelerated engine it drives; ForgeData™ is the data-intelligence layer beneath.
Natural-language intent, GPU compute, and data intelligence — three components built for each other.
Natural language in. Correct geospatial pipelines out. Or an honest refusal.
ForgeMind is the natural-language control plane for ForgeGIS. It turns a spoken or typed request into a validated, executed pipeline on the GPU-accelerated engine — and when a request cannot be honored correctly, it returns an explicit refusal rather than a confident guess. Built on a proprietary GIS Intent Compiler that confines the language model to understanding intent and hands everything that must be correct to deterministic machinery. LLM-agnostic; native to the Model Context Protocol in both directions.
Zero confident-wrong results across 79 conversations and 6,696 validated turns — at roughly 25× lower model cost than an agent loop. Read the 102-operation marathon showcase — one conversation, a complete mission plan. →GPU-accelerated geospatial compute & native MCP server — pure Java
239 user-facing operations across 11 geospatial categories, 237 callable by AI agents through a native Model Context Protocol server. The GPU-resident engine ForgeMind is purpose-built to drive — 9×–65× multi-stage pipeline speedups vs GDAL.
Learn more Forge Suite · Data layerThe data-intelligence layer — ask for data by intent
Cost-aware routing, a portable single-file GeoPackage catalog, and a 49-tool MCP surface that turn thirteen heterogeneous sources into one ranked answer — the best-fit correct dataset, with access cost as the deciding tiebreaker.
Learn moreSeaglass Foundry builds a small number of things, carefully — GPU-accelerated software for technical workloads where speed and correctness both matter. The Forge suite is our geospatial stack for the agent era: ForgeMind (the GIS Intent Compiler), ForgeGIS (the GPU-accelerated compute engine it drives), and ForgeData (the data-intelligence layer beneath them). We also ship SwingToPDF™ (vector PDF output from Java Swing), and maintain Worldwind Reforged, a community modernization of NASA's WorldWind released as open source under our Cannonforge banner.
Our standalone developer library, alongside the Forge suite.
Worldwind Reforged is our modernization of NASA's WorldWind — not a commercial product we ship, but a community contribution maintained under our Cannonforge banner. We modernized the toolkit for Java 17+, shader-based rendering, and a clean Maven build, then released the work openly so the WorldWind community can keep building on it.
A modernized Java 17+ build of NASA WorldWind, given back to the community
Shader-based rendering, GPU-accelerated surface shapes, full Maven build, and backwards compatibility with the original WorldWind Java API — a drop-in modernization for anyone still building on WorldWind. Source and releases on GitHub under our Cannonforge banner.
Learn moreLicensing questions, evaluation access, partnership inquiries — we read every email.
rich@seaglassfoundry.com