Automate vector GIS.
Keep the evidence.
Omniterra turns repetitive vector GIS work into a browser-local decision loop: import data, ask the agent for the spatial job, edit the map and table, validate the workflow, and export a result with a receipt.
Run everyday vector edits and analysis in the browser before escalating heavier jobs.
Import, clean, edit, filter, join, buffer, clip, dissolve, summarize, score, validate, and export.
Use GeoJSON, GeoParquet, Parquet, CSV, JSON, WKT, and cataloged open-data sources.
Keep geometry, attributes, selections, styling, and exports in one browser session.
Natural language becomes validated workflow JSON before the browser changes the workspace.
Export the finished layer or full workspace with lineage, validation notes, and a review synopsis.
01 / Browser Runtime
A real GIS runtime, loaded in the browser.
Run real vector GIS in the browser
Run spatial joins, overlays, filters, summaries, and exports locally so teams can work quickly without sending every layer to a server first.
Keep source data local by default
The workspace can persist in browser storage, reopen after reload, and warn when a portable backup is needed.
Escalate only heavy jobs
The same workflow contract can run in browser, local server runtime, or hosted power runtime when routing, large jobs, or native adapters require it.
Use open vector artifacts
GeoParquet, GeoJSON, Parquet, CSV, JSON, and WKT CSV keep the result portable for GIS teams, data teams, and downstream systems.
Aggregate to stable spatial cells
Cell-based aggregation turns points, events, and assets into comparable hotspot and coverage layers.
Bring travel cost into the workflow
Network-aware analysis supports route outputs now and opens the path to matrices, isochrones, and service-area decisions.
02 / Vector Editor
Import, edit, analyze, and rank in one workspace.
Drop files and start working
Import GeoJSON, CSV, GeoParquet, Parquet, spatial files, OSM-style sources, and curated open-data layers into one browser workspace.
Edit geometry and attributes
Draw points, lines, and polygons on the map, update scalar fields in the table, and commit changes as derived workflow-backed layers.
Clean messy vector data
Assign or transform CRS, detect invalid geometry, repair polygons, filter geometry types, simplify, snap, polygonize, and normalize the source.
Replace common desktop GIS chains
Run spatial joins, nearest joins, field joins, buffers, clips, intersections, unions, differences, dissolves, and polygon summaries.
Turn analysis into ranked decisions
Calculate fields, score weighted factors, run rule checks, and produce shortlist layers for sites, assets, incidents, territories, or corridors.
Inspect the result immediately
Render layers on the map, style by category or metric, inspect preview rows, and keep the selected layer visible across map, table, and overview.
03 / Agentic Workflow
Ask for the spatial job. Run the validated workflow.
Ask for the geospatial job
The chat rail can draft a workflow from a business request, source requirements, selected layer, and current workspace context.
Validate before execution
Every model-authored workflow is checked against schemas, known operations, input refs, runtime support, safety policy, and repair hints before it runs.
One operation catalog for every surface
The browser, model proxy, CLI, MCP server, local runtime, tests, and docs all draw from the same operation definitions.
Automate the same workflows
Operators and agents can list operations, describe tools, validate workflows, run workflows, inspect workspace status, and preview layers.
Give the model spatial context
Layer contracts and compact spatial synopsis give the planner row counts, geometry type, CRS, bbox, fields, join candidates, and quality warnings.
Keep SQL out of the main user path
The model chooses typed operations and parameters. The compiler writes SQL, loads required extensions, and keeps execution deterministic.
Bring one workflow.
Leave with a vector decision loop.
Start with a repeated vector GIS workflow your team still runs across desktop GIS, spreadsheets, and manual review.
Send the data shape, the decision, and the output your team needs. We will scope a Geo-AI Agent for Vector GIS pilot for browser-local vector editing, agentic workflow drafting, or evidence-backed export.