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  1. Home
  2. Research
  3. Liminal
  4. Spatial Data Sovereignty

Spatial Data Sovereignty

Frameworks for controlling ownership and access to spatial computing data streams
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Spatial Data Sovereignty addresses a fundamental challenge emerging from the proliferation of spatial computing devices and augmented reality systems: the question of who owns, controls, and benefits from the vast streams of environmental and behavioral data these technologies generate. As head-mounted displays, AR glasses, and spatial sensors become commonplace, they continuously capture detailed information about physical spaces—mapping building interiors, recording object positions, tracking user movements, and logging interaction patterns. Traditional data governance frameworks were designed for flat, screen-based interactions, not for systems that create persistent digital twins of the real world. Without clear ownership structures, this spatial data risks becoming concentrated in the hands of a few platform providers, raising concerns about privacy, surveillance, and the commodification of shared physical environments. Spatial Data Sovereignty establishes principles and technical standards that define who has rights to spatial information, how it can be used, and under what conditions it must be shared or restricted.

The core mechanisms of Spatial Data Sovereignty involve layered governance models that distinguish between different types of spatial information. Public infrastructure data—such as street layouts, building exteriors, and civic landmarks—might be stewarded by municipal authorities or community trusts, ensuring these foundational layers remain accessible commons rather than proprietary assets. Private interior spaces could be governed by property owners or tenants, who control what spatial information is captured and shared about their homes or businesses. Personal behavioral data, including gaze patterns, movement traces, and interaction histories, would remain under individual control with explicit consent requirements. Technical implementations often rely on distributed ledger systems to track data provenance, federated architectures that prevent centralization, and cryptographic methods that allow spatial experiences to function without exposing underlying raw data to platform operators.

Early frameworks for spatial data sovereignty are emerging from both regulatory initiatives and community-led projects. The European Union's discussions around digital sovereignty increasingly encompass spatial data, while cities like Barcelona and Amsterdam have begun asserting municipal control over urban digital twins. Research consortia are developing open standards for spatial anchors and persistent coordinate systems that aren't tied to single vendors. These efforts connect to broader movements around data cooperatives, indigenous data sovereignty, and the push for public digital infrastructure. As spatial computing transitions from novelty to ubiquity, the governance structures established now will determine whether our augmented reality is shaped by democratic participation and local stewardship, or dominated by extractive platform economics. The trajectory suggests a hybrid future where multiple governance models coexist—public trusts managing civic spaces, private entities controlling commercial environments, and individuals retaining sovereignty over their personal spatial footprints.

TRL
2/9Theoretical
Impact
5/5
Investment
3/5
Category
Ethics Security

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A global nonprofit working to create an open, interoperable spatial computing platform with privacy at its core.

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A global non-profit dedicated to providing privacy and safety standards for the immersive ecosystem (VR/AR).

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Think tank and advocacy group focused on data privacy issues.

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Spatial data company that integrated mobile LiDAR support into their capture app, democratizing real estate digital twins.

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Developer

Supporting Evidence

Evidence data is not available for this technology yet.

Connections

Ethics Security
Ethics Security
Spatial Privacy Zones

Machine-readable geofences that tell devices where recording and sensing are restricted

TRL
3/9
Impact
5/5
Investment
3/5
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Indigenous Spatial Protocols

Frameworks ensuring spatial computing respects indigenous sovereignty over cultural heritage and sacred sites

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2/9
Impact
5/5
Investment
2/5
Ethics Security
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Spatial Access Equity

Infrastructure and programs ensuring equitable access to AR, VR, and mixed reality technologies

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Impact
5/5
Investment
4/5
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Bystander Consent Protocols

Privacy frameworks for people captured by spatial computing devices without their participation

TRL
2/9
Impact
4/5
Investment
2/5
Software
Software
World Graph Indexing

Maps physical spaces as networks of connected anchors, objects, and spatial relationships

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5/9
Impact
5/5
Investment
4/5
Applications
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Spatial Design Collaboration

Real-time co-creation of 3D environments using mixed reality workspaces

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6/9
Impact
5/5
Investment
4/5

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