# Pointerra3D ANALYTICS

**Pointerra3D ANALYTICS** creates a digital twin to enable intelligent analysis of physical assets.

## Features Include:

In addition to a Pointerra3D CORE subscription, Pointerra3D ANALYTICS offers a host of features to create living Digital Twins — streamlining workflows, reducing manual tasks, and delivering greater accuracy in real time.

- **Automated Processing & Pipelines:**
  - Cloud-scale processing for LiDAR, photogrammetry, UAV, and mobile mapping data.
  - Run batch or on-demand workflows with built-in QA for consistent results.
- **Classification & Calibration:**
  - Automated ground, object, and asset classification.
  - Update or override schemes as needed, with calibration for multi-sensor accuracy.
- **Feature Extraction:**
  - Extract assets and objects directly from point clouds and meshes.
  - Detect poles & wires, haul roads, ramps, and pit infrastructure.
  - Extract road and rail assets like curb, signage, buildings, and paint stripes.
  - Identify and measure rock bolts for underground conformance.
- **Photogrammetry:**
  - Process imagery into orthos, DSMs/DTMs, and 3D layers.
  - Merge with lidar and control points for survey-grade accuracy.
- **3D Modelling:**
  - Create high-resolution, true-to-life 3D models from imagery.
  - Built-in error checks ensure compliance-ready outputs.
  - Export in formats for GIS, CAD, BIM, and digital twins.
- **Multi-Epoch & Change Detection:**
  - Align multi-epoch datasets to track change over time.
  - Automate construction, maintenance, and environmental monitoring.
  - Generate dashboards to analyse trends, risk, and performance.
- **Conformance, Compliance & Clash:**
  - Compare design vs. as-built for tolerance checks.
  - Detect mesh clashes between models and current conditions.
  - Automate compliance and regulatory reporting.
- **Vegetation Management & Growth Modelling:**
  - Classify vegetation and detect encroachment risks.
  - Model growth to forecast clearance needs.
  - Manage utility corridors and transport rights-of-way.

### Pointerra3D Analytics and Change Management

#### Want to know how **Pointerra3D Analytics** works in your industry?

**Survey & Mapping**  
In addition to a Pointerra3D CORE subscription, survey and mapping firms may opt to add on ANALYTICS features based on their needs and workflows. This is the flexibility our **Digital Surveyor Bundle** affords to Survey & Mapping professionals — enabling them to tailor their toolset for maximum efficiency and value.

With Pointerra3D ANALYTICS, survey and mapping teams can:

- Automatically classify LiDAR, photogrammetry, and other 3D datasets by ground type, asset, or object class.
- Extract key features (such as buildings, vegetation, or infrastructure assets) directly from point cloud data.
- Detect and quantify change over time for compliance, progress tracking, or environmental monitoring.
- Perform automated volume calculations for stockpiles, earthworks, or terrain changes.
- Generate conformance and compliance reports directly from survey datasets.
- Integrate outputs seamlessly into GIS, CAD, and project management tools via API.

By combining automation with instant cloud delivery, Pointerra3D ANALYTICS transforms raw geospatial data into actionable insights — allowing survey professionals to deliver richer results in less time, with greater accuracy and lower operational costs.

**Transportation**  
For transport agencies and operators, Pointerra3D ANALYTICS delivers the tools to turn large-scale survey and inspection data into clear, measurable insights for roads, rail, ports, and airports. By automating processes that once required weeks of manual work, ANALYTICS accelerates the assessment of network condition, compliance, and safety — all within a secure, browser-based environment.

With Pointerra3D ANALYTICS, transport professionals can:

- Perform automated feature extraction to identify and map key assets across the network.
- Manage vegetation monitoring and growth modelling to protect corridors and maintain compliance.
- Process photogrammetry data for rapid, high-resolution mapping and as-built documentation.
- Apply calibration and classification workflows to ensure consistent data quality.
- Detect and measure changes in alignment, elevation, or asset condition over time.
- Calculate volumes for earthworks, maintenance materials, or construction progress tracking.
- Integrate analysis outputs directly into GIS, asset management, and maintenance planning tools.

By enabling rapid, automated analysis at network scale, Pointerra3D ANALYTICS empowers transport organizations to prioritize works, extend asset life, and improve safety — while dramatically reducing the time between data capture and actionable decision-making.

**Natural Resources**  
Across the natural resources industry, predominantly the mining and oil & gas lifecycle — from exploration and construction to operations, maintenance, and closure — Pointerra3D ANALYTICS delivers automated, high-accuracy insights that speed decision-making and reduce risk. By processing massive lidar, photogrammetry, and hydrographic datasets entirely in the cloud, ANALYTICS removes the bottlenecks of manual desktop work and enables data-driven operational excellence.

With Pointerra3D ANALYTICS, MO&G operators can:

- **Underground Mining:**
  - Analyse roadway conformance to design, detecting overbreak and underbreak conditions.
  - Identify and measure rock bolts for conformance, spacing, and installation quality.
  - Conduct convergence analysis to monitor ground movement and safety.
- **Open Pit Mining:**
  - Extract and classify haul roads, ramps, and critical infrastructure.
  - Monitor pit wall geometry, slope stability, and bench conformance.
  - Calculate stockpile, waste dump, and pit volumes with precision for production reporting.
- **Oil & Gas (Onshore and Offshore):**
  - Process hydrographic survey data for offshore rig siting, inspection, and seabed change detection.
  - Monitor and analyse subsea structures and pipelines for conformance and safety.

By addressing the distinct needs of underground and open pit mining, as well as onshore and offshore oil & gas, Pointerra3D ANALYTICS ensures operators can make faster, more confident decisions, reduce downtime, and maintain the highest standards of safety, compliance, and productivity.