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Coding workspace for spatial teams

Give developers a workspace for spatial tasks.

We build and deploy a coding workspace for developers and analysts. It connects the AI to the spatial data and tools chosen for the job, runs code in an isolated environment and keeps the files, maps and session history together.

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Invited demonstration. Request a session before opening the workspace.

Geospatial coding harnessAxis Spatial applied system
The DeepSeek Harness coding workspace used as the open-source foundation for the Axis Spatial geospatial coding harness.
Axis Spatial configurationSpatial groundingState and contextCompute placementArtifacts and interfacesVerification and assuranceDeployed with protected access, a Cloudflare Container, Axis Geo tools, sandboxed execution and R2-backed workspace checkpoints.
The clean workspace foundation with the spatial capabilities set up around it. The observed Axis Spatial run, including session state and the source-linked result, appears below. View the DeepSeek Harness foundation ↗

Made forDevelopers and spatial analysts who want AI to use geospatial code and tools while keeping the work visible and reviewable.

Demonstrated workflowSentinel-2 imagery → vegetation index → source-linked map

Latest operator check13 September 2026

Observed run · 13 September 2026

The session and its spatial output.

The captured DeepSeek Harness session shows the request, tool activity and corrected interpretation. Beside it, this website preview shows the resulting raster over a basemap.

Conversation and tool activity
The Axis Spatial geospatial coding harness demonstration showing a corrected Helsinki NDVI answer with source and map links.
Current Axis Spatial demonstration captured during the 13 September operator check. The workspace foundation is DeepSeek Harness.
Generated spatial artefact
FilesInteractive map
Helsinki basemap with the real NDVI output rendered as a semi-transparent red-to-green raster layer.
Helsinki NDVISentinel-2 · 27 Jun 2024
Lower NDVIHigher NDVI
© OpenStreetMap contributors
Website preview of the captured output, arranged beside the session in the style of a DeepSeek Harness right-sidebar tab. Zoom and pan to examine the rendered map. Open the public satellite source record ↗

The workflow

Follow the work.

  1. 01

    Define the job

    Set the area, date range, allowed sources and output the team needs.

  2. 02

    Run the work

    Connect the selected data and spatial tools to isolated compute with clear limits and visible actions.

  3. 03

    Review and continue

    Open the source, files and map, review the result and save the session so the work can continue later.

What Axis Spatial adds

Connect the interface to the work your team needs to do.

Built from the open-source DeepSeek Harness workspace and its composable plugin system, then specialised and deployed by Axis Spatial for geospatial tasks. We design the connections, execution, saved work and checks to preserve the meaning of the spatial data throughout the workflow.

Spatial coding workspaceGeospatial coding harnessCode · tools · trajectory · files · checkpoints
Keep the work tied to the real placeKnow what the data and map actually represent

We carry the place, date, source and coordinate system through the workflow and check what each output represents.

Keep connectedThe right place, time and sourceThe right data, software and computeMaps and files that remain usableChecks people can inspect
Connect

Your knowledge, data and tools

Connect the documents, catalogues, files, APIs and professional software the team chooses.

Run

Controlled execution

Run spatial code and tools in an isolated environment with agreed limits.

Continue

Work that can be resumed

Save sessions, files and checkpoints so people can inspect the work and continue it later.

Check

Checks throughout the workflow

Check inputs, actions and outputs against the agreed requirements. Keep the sources and results available for review.

Observed in this demonstrationProtected deployed workspace, Axis Geo tool connection, Element 84 STAC source, isolated raster processing, stored output, signed map viewer and restored R2-backed session checkpoint.

Built for the organisationWe set up the access, connections, compute, saved work and review process around the team and the job.

Observed deployed path · September 2026Cloudflare Access → Worker and Container → DeepSeek Harness workspace → Axis Geo MCP → sandboxed spatial compute → R2 workspace checkpoint and artifacts → signed map viewer.Data path: Element 84 Earth Search STAC → Sentinel-2 source item and COG → bounded NDVI run → source-linked raster, vector and evidence records.

Observed · 13 September 2026

What we can show. What needs review.

Stock workspace entry, a restored session list, a real STAC tool result, source opening and rendered-map opening worked. A subsequent checkpoint was confirmed.

Review the interpretation

The initial explanation mixed whole-scene water metadata with the smaller analysis area and gave incorrect link-renewal advice. Both were corrected in a follow-up turn. We agree the checks and review points with the team and build them into the work.

Understand the scope

This was an operator check of the hosted demonstration. It does not establish continuous uptime, production readiness or completion of the wider acceptance programme.

Access the demonstration

The demonstration runs one session at a time. Request a time with us before opening the workspace.

Other applied workSee AI chat for spatial organisations · See Workflow migration

For your organisation

Tell us about the spatial work.

Tell us which knowledge, data, software and working practices your team needs to bring together.

Tell us about the work