Documents, Vision & Industry

BIM & Point Cloud

Exploit 3D data from your construction sites and industrial facilities

Construction sites and industrial facilities generate massive volumes of 3D data: laser scans, point clouds, BIM models. This data often goes unexploited for lack of suitable tools. Wikolabs processes this data with specialized AI models to extract insights, detect deviations between plans and reality, and automate site documentation.

The problem
Without our solution

Manual comparison between BIM model and field reality takes days and is error-prone. Raw point clouds aren't directly exploitable. Construction deviations are only detected during handover, often too late. And 3D documentation sits unused in heavy, unindexed files.

Our answer
With our AI agent

Our pipelines process point clouds (LiDAR, photogrammetry) to extract meshes, segment components (walls, beams, equipment) and automatically compare them to the reference BIM model. Deviations are quantified, located and presented in an interactive 3D web interface for construction or maintenance teams.

Deployed in 4 steps

01
3D data collection & preprocessing

LiDAR or photogrammetric scan receipt, point cloud cleaning, registration and alignment.

02
AI segmentation & classification

Automatic identification of architectural or industrial components in the point cloud via 3D deep learning.

03
BIM vs. field comparison

Reference BIM model overlay with field scan. Deviation detection and quantification to the centimeter.

04
Report & 3D web interface

Compliance report generation and access via lightweight 3D web interface. Sharing with project and maintenance teams.

Measurable results

01
Deviation detection in 2h vs. 2 weeks

AI compares the field scan to the BIM in a few hours. Teams intervene before deviations become disputes.

02
Automatic documentation

Every scan generates complete, indexable 3D documentation. No more paper plans and lost site notes.

03
Rework reduction

Early non-conformity detection reduces rework costs by 30–50% on complex construction projects.

Frequently asked questions

Ready to start?

Let's deploy BIM & Point Cloud in your business

Free 30-minute audit. We analyze your context and deliver a concrete roadmap.