Skip to content
AI3DRobot
3D, Digital Twins & ScanningLivePoint-cloud analytics

Point-cloud analytics — Highways

Automated segmentation and measurement of LiDAR point clouds. Delivered for a highways client in Pune.

Location
Pune
Year
2025
Duration
7 weeks
Team
6 engineers
Interactive 3D · drag to rotate
29k
km processed
37
classes
−83%
manual digitising

The challenge

The highways team was relying on manual effort that could not keep up with volume, and every miss had a direct cost.

What we built

We owned the whole stack — hardware, firmware, models and dashboards — using Open3D, PyTorch, PDAL so there was one accountable team.

Delivery timeline

  1. Phase 1

    Discovery sprint and site survey

  2. Phase 2

    Prototype built and tested in the Motera lab

  3. Phase 3

    Pilot on site with before/after measurement

  4. Phase 4

    Scale-out, training and handover

Highlights

  • Runs on-premises; no data leaves the site unless agreed
  • Remote monitoring and over-the-air updates included
  • Designed, built and supported from Motera, Ahmedabad
  • Documentation, drawings and source handed over at close

Related 3D projects

← PreviousNext →
3DR&D

Railways · Surat · 2023

Point-cloud analytics — Railways

Automated segmentation and measurement of LiDAR point clouds. Delivered for a railways client in Surat.

4k
km processed
15
classes
−80%
manual digitising
3DLive

Power transmission · Junagadh · 2020

Point-cloud analytics — Power transmission

Automated segmentation and measurement of LiDAR point clouds. Delivered for a power transmission client in Junagadh.

13k
km processed
20
classes
−73%
manual digitising
3DLive

Forestry · GIFT City · 2020

Point-cloud analytics — Forestry

Automated segmentation and measurement of LiDAR point clouds. Delivered for a forestry client in GIFT City.

17k
km processed
27
classes
−88%
manual digitising
3DDelivered

Telecom · GIFT City · 2026

Point-cloud analytics — Telecom

Automated segmentation and measurement of LiDAR point clouds. Delivered for a telecom client in GIFT City.

6k
km processed
17
classes
−91%
manual digitising

Have a problem that needs a machine built for it?

Tell us the constraint — line speed, accuracy, environment, deadline. An engineer will read it and reply with a straight answer, including when the answer is that you don't need us.

Start a projectsales@ai3drobot.com

We reply to every enquiry within one business day.