The platform

Strata — serve your data, then talk to it

One platform, two capabilities. Serve publishes your data as ArcGIS-compatible FeatureServer + Vector Tile services. Ask lets anyone explore it in plain, natural language — with a fully on-prem, local-LLM option. A single, dependency-free binary you install in minutes.

1
binary, no dependencies
REST
FeatureServer + tiles
0
client changes needed
Install in minutes

The opposite of a multi-machine IT project

A GitHub pull or a double-click — no Portal, no web adaptor, no data store to stand up, no planning cycle. Run it on your laptop, then replicate behind a load balancer for high availability.

Single binary

Dependency-free. No database to run — DuckDB is embedded.

On-prem / sovereign

Your servers, your cloud, or a laptop. Your data never has to leave.

Highly available

Lightweight enough to replicate behind a load balancer for an HA pair.

Serve

Upload your data — it's a service

Upload a GeoJSON, Shapefile or CSV into the Strata Data Store and it's instantly an ArcGIS-compatible FeatureServer + Vector Tile service. Browse it like an ArcGIS services directory; ArcGIS Pro, the Maps SDK, QGIS and MapLibre connect unchanged.

strata-server.tabaqat.net/rest/services
Browse Strata like an ArcGIS® REST services directory.
Browse Strata like an ArcGIS® REST services directory.
Open a folder to list its FeatureServer & VectorTileServer services.
Open a folder to list its FeatureServer & VectorTileServer services.
Inspect each service: metadata, extent, query formats, and layers.
Inspect each service: metadata, extent, query formats, and layers.
Preview any layer live on the map — just like Esri's directory.
Preview any layer live on the map — just like Esri's directory.
GET https://strata-server.tabaqat.net/rest/services?f=json

Fully compatible with your ArcGIS Pro

1

ArcGIS REST compatible

FeatureServer + VectorTileServer endpoints, query, statistics, top-features, bins, generateRenderer, related records.

2

Cloud-native geospatial

Serve GeoParquet from local or cloud (S3) storage directly via DuckDB — no import step, no database to run.

3

ArcGIS Pro ready

Discoverable from Pro's “Add Server”, with the catalog handshake and folder-scoped services.

Ask

Then talk to it — in plain language

Ask turns plain-language questions into live maps, tables and charts over your data. A conversational assistant for everyone, a deterministic no-hallucination command mode for professionals, and a fully on-premises, local-LLM option so your data never leaves the building.

Strata · Ask

Which wards in DC have the most schools?

Top 3 wards by number of schools:

Ward 827
Ward 724
Ward 419

Query ran on your Schools layer — 251 features.

Buffer the hospitals by 2 km and color them by capacity

Done — 9 buffers added to the map, styled with 5 class breaks by capacity.

Buffer · 2 km9 featuresClass breaks · 5

A scripted preview — the real product runs live on your ArcGIS services.

Natural language

Ask questions and give instructions in plain language; replies always match your language — Arabic included.

Deterministic commands

Composer commands run with no model in the loop — predictable, no-hallucination operations for pros.

Multi-agent reasoning

An orchestrator plans and delegates to specialists for query, analytics, geoprocessing, styling and charts.

Smart styling & labels

Class-breaks, unique-value, heatmaps, clustering, labels and popups — generated from a description.

Sovereign & private

Run fully on-premises with a local model (Ollama), or use a cloud model — your choice per deployment.

MCP integration

A built-in MCP server lets external AI assistants (e.g. Claude Desktop) drive the live map.

Works with your stack

Connect from the tools you already use

ArcGIS ProArcGIS Maps SDK for JavaScriptQGISMapLibreEsri REST clientsGeoParquetDuckDB

Honest boundaries

Serve is read-only today. Naming what Strata doesn't do is what makes where it wins believable to an Esri-savvy buyer.

Editing via REST (applyEdits) is planned for a later release, scoped to non-authoritative data collection — authoritative, versioned editing stays Esri's job.

No server-side editing or geoprocessing (yet)

No Portal / OAuth sharing model

No Image Server / GeoEvent

Strata is an independent, interoperable product. “Compatible with ArcGIS®” describes interoperability only.

Get Strata

Start free — one simple ladder

Ask (AI) is included at every tier — no separate GeoAI cap. Free on a single machine; Team at $1,200/yr; Unlimited at $2,400/yr with uncapped users.

Free

Run Strata on your own data — no account required.

  • Serve + Ask, single machine
  • ArcGIS REST FeatureServer + Vector Tiles
  • Capped layers & users
  • Community support
Complete spatial platform

Serve your data. Then talk to it.

Strata serves your spatial data over the ArcGIS REST protocol, then lets anyone explore it in plain language — on-prem and sovereign, at a fraction of Enterprise cost. Keep your Esri licenses.