Transforming Spatial Data Into Intelligent AI Understanding For Autonomous Navigation Systems.
Precise 3D Localization
We deliver accurate cuboids, segmentation, and point-level labeling for reliable LiDAR perception and autonomous navigation systems.
Scalable Annotation Workflows
We combine automation and expert review to ensure consistent 3D annotation quality across large spatial AI training datasets.
Advanced Sensor Fusion
We align LiDAR, radar, cameras, and depth maps to improve multimodal understanding across intelligent perception and mapping systems.
Reliable Spatial Intelligence
We create structured 3D datasets that improve detection, tracking, mapping, and prediction across autonomous AI and robotics systems.
About
Turning 3D Sensor Data into Structured Intelligence for Spatial AI and Autonomous Systems
3D point cloud and LiDAR data power modern autonomous systems by enabling machines to understand depth, distance, motion, and spatial geometry.
At Anotag, we transform raw sensor data into structured AI training datasets that improve perception, mapping, and navigation performance.
Our 3D annotation services support autonomous vehicles, robotics, industrial automation, smart cities, and advanced mapping systems.
From cuboid annotation and point cloud segmentation to sensor fusion and HD map labeling, we combine expert-driven workflows with AI-assisted tools to deliver scalable, high-precision spatial datasets for real-world AI applications.
Comprehensive 3D Annotation Services for LiDAR, Spatial Mapping, and Autonomous AI Systems
Comprehensive 3D Annotation Services for LiDAR, Spatial Mapping, and Autonomous AI Systems
A Structured Approach to Scalable 3D Annotation for Spatial AI Systems
A Structured Approach to Scalable 3D Annotation for Spatial AI Systems
Our 3D annotation process combines AI-assisted automation, expert spatial annotators, and multi-layer quality assurance to deliver accurate, consistent, and scalable LiDAR annotation services. From sensor calibration to structured delivery, we ensure every point cloud is annotated with spatial precision, enabling reliable autonomous navigation, robotics, and machine learning performance.
Ready to Scale Your 3D Annotation with Precision and Speed?
Powering Spatial Intelligence Across Industry-Specific Autonomous and 3D AI Applications
Powering Spatial Intelligence Across Industry-Specific Autonomous and 3D AI Applications
Expert-Driven 3D Annotation Designed for Accuracy, Scale, and Spatial Intelligence Systems
Expert-Driven 3D Annotation Designed for Accuracy, Scale, and Spatial Intelligence Systems
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3D Domain Specialists
Teams trained specifically in LiDAR, point cloud tools, and sensor fusion.
Flexible Format Support
KITTI, NuScenes, Waymo, PLY, LAS, ROS bags, and custom schemas.
Scalable Enterprise Workflows
From small pilots to large-scale mapping and fleet projects.
High Spatial Accuracy
Industry-grade QA for reliable object localization and tracking.
Secure & Compliant
ISO-aligned environments, encrypted transfers, and strict access control.
Seamless MLOps Integration
Deliverables designed to plug straight into your training and simulation pipelines.
Ensuring Spatial Accuracy, Consistency, and Reliability Across Every 3D Annotation Dataset
Ensuring Spatial Accuracy, Consistency, and Reliability Across Every 3D Annotation Dataset
Spatial Consistency Validation
Maintains accurate object boundaries, depth values, and cuboid rotations across frames.
Point-Level Accuracy Audits
Randomized checks confirm class precision on dense point clusters and sparse regions.
Cross-Frame Tracking Validation
Verifies smooth object trajectories and eliminates drift across motion sequences.
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Multi-Sensor Alignment Checks
Ensures LiDAR-camera-radar calibration holds across scenes and time steps.
Edge-Case Escalation Workflow
Special handling for occlusions, low-light scans, reflections, and dense traffic scenes.
Secure, Compliant, and Integration-Ready 3D Annotation Workflows for Enterprise AI Systems
Secure, Compliant, and Integration-Ready 3D Annotation Workflows for Enterprise AI Systems
ISO 27001 Aligned
Global-standard security controls protect all 3D data and sensor streams.
NDA + Restricted Access
Only authorized teams handle your vehicle, mapping, or robotics sensor datasets.
AES-256 Encryption
Secure movement of LiDAR, point clouds, and fused sensor files across the workflow.
Isolated 3D Workspaces
Dedicated environments protect high-value spatial data and proprietary configurations.
Frequently asked questions
Ready to Give Your Models Depth and Context?
Get perfectly annotated LiDAR and 3D point cloud datasets that accelerate autonomous driving, robotics, and mapping AI.
Book a demo to see how Anotag’s 3D annotation pipelines deliver accurate, production-ready point-cloud datasets — faster, safer, and deployment-ready.