PUB-015/Whitepaper/Aug 2026
The browser as the first deployment layer for spatial AI
A practical position on using browser-based spatial experiences to test reach, comprehension and workflow value before committing to native software or specialised hardware.
Business value
Browser-first delivery lowers the cost of early evaluation and lets stakeholders test a spatial idea on existing devices before investing in specialist deployment.
Evidence and measures
- - Public browser experiences can test reach, interaction and early understanding without a sign-up or installation.
- - WebXR and richer device modes remain available for tasks that benefit from immersion.
- - Device performance, adoption and operational return require separate evaluation and are not implied by browser access.
Research Questions
- 01Which spatial tasks are already useful in a browser?
- 02When does an immersive device materially improve the task rather than the spectacle?
- 03How should accessibility and device coverage shape the deployment decision?
Method
- 01Test the core experience on the devices stakeholders already use.
- 02Separate reach and comprehension evidence from immersive-performance evidence.
- 03Measure time to first understanding, task completion, accessibility and repeat use before claiming value.
Evidence
- 01Simam research note: Why the browser is the first deployment layer for spatial AI.
- 02Simam Immerse and 3D Stadium Viewer public browser experiences.
- 03Existing WebXR and spatial-interface research records in the Simam archive.
Next Steps
- Run a cross-device performance baseline for one venue or infrastructure task.
- Compare browser, WebXR and native delivery for the same operator journey.
- Publish the point at which additional hardware creates measurable task value.
Related live work
Related Whitepaper records