Facility digitization
Organize scanned building structure into floors, walls, openings, surfaces, and other modeled elements.
Spatial intelligence · built environment
Point cloud to CAD. Scan to BIM for operations.
Turn captured 3D scan data into structured building geometry for defense planning, training, and simulation workflows.
Primary capability
Scan-to-BIM for operational environments
Our pointcloud-to-CAD work converts observed spaces into organized building geometry. The current pipeline reconstructs structural elements, openings, surface information, and MEP geometry for review and downstream modeling.
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Capture
Point-cloud data
Start with captured XYZ point data from common point-cloud file formats, with colour where available.
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Understand
Structure and systems
Reconstruct floors, walls, door openings, surfaces, and pipe systems from the observed geometry.
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Apply
Structured 3D model
Carry organized building geometry into planning, training, simulation, and continued CAD/BIM work.
Current technical scope
- Multi-floor structure
- Doorway analysis
- Surface & texture reconstruction
- MEP pipe segmentation & fitting
Applications
Digitize the environments that already exist
Structured geometry from captured spaces can support teams that need a usable spatial reference instead of a raw scan alone.
Planning & rehearsal
Use reconstructed environments as spatial context for walkthroughs, planning, and mission-rehearsal workflows.
MEP reconstruction
Identify pipe points, group physical pipe instances, and fit clean cylinder and elbow geometry.
Technology & deployment
A modular spatial-processing stack
Designed to turn captured or generated inputs into usable 3D environments, with each reconstruction stage inspectable on its own.
Structured geometry
Separate reconstruction stages produce inspectable building elements rather than leaving teams with only raw points.
Modular processing
Structure, openings, surface information, and MEP geometry are handled as distinct but connected workflows.
Deployment options
Private deployment options with encryption in transit and at rest, and role-based access control.
Trust & procurement
Established acquisition pathways
Limit Labs works through recognized defense innovation and procurement channels.
- SBIR Awardee Small Business Innovation Research program
- DIU Awardee Defense Innovation Unit
- Sole Source Authority Direct-to-Phase award pathway
Security posture
- ITAR-aware workflows
- NIST 800-171 practices
- Encryption in transit & at rest
- Role-based access control
Company resources
Defense capabilities
Review the existing Limit Labs defense materials, or contact us to discuss a scan-to-BIM requirement.
Additional capabilities
Generated environments when capture is not the input
Our generative products remain available as secondary tools for synthetic interiors and outdoor environments.
Roomseed
Generate furnished interior scenes from floorplans for virtual-environment workflows.
Open Roomseed
Worldseed
Generate larger outdoor environments with terrain and placed 3D assets for simulation and training.
Open WorldseedGet in touch
Discuss a scan-to-BIM requirement
Tell us about the capture, the environment, and the downstream workflow. We will tell you plainly what is in scope today and what is still in development.