Information Communications Technology

LiDARist Company Limited

🌍 Official Website 🏢 HKSTP Source
48 Potential

Decision Maker

Mr. Leo Kwan
lidarist@lidarist.com
90118575
N/A
Raw Description
Founded in 2020, LiDARist's core business is to provide deep learning-based point cloud post-processing services, with a specific emphasis towards underground utility systems. To cope with the demanding underground utility data and the future 3D underground map, LiDARist is now developing a fully automatic approach that maximises the benefits of as-built 3D modelling from point clouds. Specifically, we are constructing a unique neural network for 3D point cloud semantic segmentation of underground utilities. In addition, with various model-fitting and topological algorithms, the segmented point clouds will be converted into 3D models and a sequential pipeline. Ultimately, the approach will be constructed in the form of SaaS which aims to provide an automatic data processing chain to generate as-built 3D BIM of underground utilities so as to embrace the up-and-coming development of 3D underground maps. | Description | Utilising deep learning in three dimensions, LiDARist has been a robust decoder of point cloud data || Our Beliefs | broad mind, vast sight | Product | LiDARist provides AI-powered point cloud post-processing services to point cloud data users, particularly on underground utility data. Through developing a unique neural network for 3D point clouds, semantic segmentation of specific objects (i.e., pipes, pipe fittings, valves, etc.) will be performed on each specific dataset. Followed by model fitting and topological sequencing, the segmented point clouds will undergo data conversion and transformation into 3D GIS pipeline data or BIM format files. The whole approach or services can be offered on cloud platforms or through software as a service (SaaS) for users’ subscription.

Strategic Analysis

Executive Brief

LiDARist is a specialized AI and SaaS firm focused on the "Point Cloud to BIM" pipeline, specifically for complex underground utility mapping. They utilize deep learning and semantic segmentation to transform raw 3D data into actionable topological models for GIS and engineering applications.

Strategic Fit & Lead Score

Lead Score: 48 (40-59: General Research / Engineering)

Why this Score? While LiDARist currently operates as a software-centric SaaS provider, their value chain depends entirely on the quality and reliability of hardware (LiDAR sensors and edge-computing units) operating in harsh underground environments. 6C fits as a strategic hardware enablement partner. If LiDARist develops proprietary scanning hardware or "Edge-AI" processing boxes for field use, 6C's diamond technology becomes critical for thermal management and sensor protection. Furthermore, 6C can provide the material foundation for Quantum Gravity/Magnetic sensors—the next generation of underground utility detection that surpasses traditional LiDAR limitations.

6C Solutions Proposal

Application Area 6C Solution Technical Value Prop
Edge-AI Cooling PCD Heat Spreaders High-density point cloud processing in the field generates extreme heat in GPUs/FPGAs. Diamond (2000 W/mK) prevents thermal throttling, ensuring 100% processing uptime in unventilated underground environments.
Sensor Protection Optical Grade PCD Windows Underground mapping involves dust, moisture, and abrasion. 6C's diamond windows offer the highest Mohs hardness and wide spectral transparency, protecting expensive LiDAR optics from scratches without signal distortion.
Next-Gen Sensing SCD with NV-Centers Traditional LiDAR cannot "see" through solid ground to find buried PVC or non-metallic pipes. Nitrogen-Vacancy (NV) diamond sensors enable quantum magnetometry/gravimetry to detect utilities LiDAR misses.
Remote Power BDD Electrodes For long-term underground monitoring installations, 6C’s Boron Doped Diamond (BDD) electrodes enable ultra-stable electrochemical sensing and wastewater monitoring alongside mapping.
Hardware R&D Custom MPCVD Systems If LiDARist transitions to a full-stack hardware/software company, a 6C reactor allows them to grow proprietary coatings for their specific sensor arrays in-house.

Engagement Hooks

  • Technical Question: "As you scale your deep learning models for real-time underground BIM generation, is your edge-computing hardware encountering thermal limits that degrade processing speed in the field?"
  • Value Statement: "6C's Diamond technology provides the thermal and optical foundations to move your AI from the cloud to the most rugged underground hardware, enabling real-time, zero-latency utility mapping in environments where standard sensors fail."