Symbiotic Labs  /  Digital Twin

Digital twin.

Photometric replicas of the real world — captured, refined, and rendered as 3D Gaussian splats you can walk through, render from unseen viewpoints, and feed to an agent. The same scenes, three ways: captured, novel-view, and live.

Selected work 04   projects
Capture
— 01

From walkthrough to twin in a single pass.

A handheld capture pipeline that produces aligned geometry, splats, and semantic layers from one sweep of a space. Every twin we ship starts here — one walk, one file, one source of truth.

Stack3DGS · SLAM · Pose graph
StatusProduction
Year2026
FormatPipeline
Refinement
— 02

Splats that hold their detail after cleanup.

LPM-refined captures retain micro-geometry — foliage, fabric, the edges that usually melt under denoising — while culling the artefacts that break immersion. The twin you'd actually want to ship to a client.

StackLPM · Quality refinement
StatusIn review
Year2026
FormatResearch
Live Twin
— 03

Twins synchronised to the spaces they mirror.

Streamed scene blocks updated as the underlying space changes — new geometry, new lighting, new occupants — without re-baking the whole twin. The visual layer becomes the operations layer for the building it represents.

StackStreaming LOD · Scene blocks
StatusPilot
Year2026
FormatPlatform