From raw point clouds to architect-ready terrain models

Geospatial Data Processing & AI-Driven Analysis

jps models production applies AI-native workflows to geospatial data processing — from LiDAR-to-design terrain models for architects to production-grade BIM outputs for contractors and consultants.

Raw scan data is only useful once it is registered, cleaned and turned into something a design team can open. We take point clouds from terrestrial laser scanners, mobile systems and drone LiDAR and turn them into registered datasets, terrain surfaces and scan to BIM models. Capture can be arranged through our survey partners for 3D laser scanning in Dubai and across the UAE, or we can process data your own team has already collected. Because processing is done remotely, we support projects in Saudi Arabia and the wider GCC with the same workflow and the same senior-level quality control.

What we deliver

LiDAR-to-design terrain models and site context surfaces for architectural studios and landscape practices
Read how this transformed a 160-acre estate design →
Advanced point cloud processing and 3D model generation using AI-powered classification and filtering
Building Information Modeling (BIM) model generation and refinement via machine learning
Seamless integration with design tools (Rhino, Revit, SketchUp) via industry-standard deliverable formats
Terrain analysis, volumetric calculations, and change detection using AI agents
Automated dimensional validation and discrepancy detection against design specifications
As-built documentation and compliance verification for facility management
Rapid turnaround times and exceptional quality through AI-native processes (no large personnel teams required)

Deliverables & file formats

01Architect-ready terrain surfaces (mesh/NURBS)
02Site context models for concept design
03Classified point clouds
043D terrain and surface models
05BIM models (LOD 200–400)
06Volumetric reports
07Discrepancy and deviation reports

File formats

Registered point clouds: E57, LAS/LAZ, RCP/RCS (Autodesk ReCap)
Scan to BIM models: Revit (RVT) and IFC
Terrain and site models: Rhino (3DM), DWG/DXF, SketchUp, mesh (OBJ/FBX)
Reports: PDF deviation, volume and registration reports
Point clouds: E57, LAS/LAZ, RCP. CAD/BIM: DWG, DXF, RVT, IFC, 3DM, SKP. GIS: SHP, GeoTIFF, KML. Reports: PDF.

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Equipment & accuracy

Capture is carried out with survey-grade terrestrial laser scanners, mobile/drone LiDAR and GNSS equipment through our vetted partner network; processing uses industry-standard point cloud and CAD/BIM software alongside our AI workflows.
Accuracy is specified per project to suit the deliverable and confirmed in our proposal.
BIM level of development: LOD 200–400, agreed per project
Where local licensing is required, fieldwork is delivered with licensed local survey partners.

Typical projects

Several billion LiDAR points turned into a lightweight, design-ready terrain model for a large estate with multiple buildings. Case study: LiDAR terrain model for a luxury estate →
Facade scan registration delivered as a georeferenced RCS/RCP point cloud for a restoration project. Case study: Embassy facade 3D scanning, Oslo →
As-built scan to BIM for renovation, fit-out and facility management.

Who it's for

Architects and landscape designers who need a terrain or site model they can design on
Contractors who need as-built models and deviation checks against design
Consultants and engineers needing point cloud processing without an in-house team
Developers and facility managers who need accurate records of existing buildings

How it works

01Scope. We agree the area, level of detail, coordinate system and file formats you need.
02Capture or data hand-over. Scanning is arranged through our partners, or you send us your existing raw data.
03Processing. Registration, cleaning, AI-assisted classification and modelling.
04Quality control. Senior review of registration, geometry and completeness before delivery.
05Delivery and support. Files in your chosen formats, with a short report and follow-up support.

Frequently asked questions

What is scan to BIM?

Scan to BIM means turning a laser scan point cloud into a BIM model, usually in Revit or IFC, that shows the building as it really is rather than as it was drawn.

Can you process point clouds we have already captured?

Yes. We regularly carry out point cloud processing on data captured by other teams, as long as the raw scans or a registered cloud are available.

Do you offer 3D laser scanning in Dubai?

Yes. On-site capture in Dubai and the rest of the UAE is arranged through our survey partners, and processing, modelling and QC are handled by us.

Can you work on projects in Saudi Arabia?

Yes. Processing is done remotely, so we support projects in Riyadh, Jeddah and the Eastern Province. On-site capture is arranged per project.

How long does processing take?

It depends on project size and the level of detail required. Turnaround is agreed upfront and depends on project size; we respond to enquiries within one business day.

Discuss your project

Working in the UAE or Saudi Arabia? Send us your drawings or scope and we'll reply with an approach and quote.