deepen.ai: Precision AI Data Solutions for Autonomous Systems

deepen.ai is a safety-first, enterprise-grade AI data platform designed for high-accuracy annotation, calibration, and validation in autonomous vehicles and robotics. Built with cutting-edge tools for multi-sensor data processing—including LiDAR, camera, radar, IMU, and vehicle sensors—it delivers AI-powered point cloud annotation, ML-assisted object detection and tracking, and sub-1-degree calibration precision. The platform supports 2D and 3D bounding boxes, semantic and instance segmentation, lane marking, and scenario labeling, all enhanced by advanced features like the Segment Anything Model (SAM), Propagate Labels, and Frames Classification that boost productivity by up to 7x. With real-time analytics, built-in QA workflows, customizable export options, and secure deployment across cloud, on-premises, and dedicated hardware environments, deepen.ai ensures scalable, compliant, and collaborative data management. Its Deepen Exchange marketplace and Safety Pool initiative foster global data sharing and safety standardization, backed by industry leadership in OpenLABEL, openODD, and OpenSCENARIO 2.0. Trusted by professionals in robotics, autonomous driving, retail, and agriculture, deepen.ai combines innovation, security, and compliance to accelerate the development of reliable AI systems.

Key Features:

• Multi-sensor data labeling (LiDAR, camera, radar, IMU, vehicle sensors)
• AI-powered point cloud annotation with one-click bounding boxes and segmentation
• ML-assisted object detection and tracking
• 2D and 3D bounding boxes, semantic/instance segmentation, lane marking, and polyline annotation
• Frames Classification with auto-labeling for up to 80 common classes (7x productivity boost)
• Real-time productivity analytics and quality assurance workflows
• Customizable and scalable calibration workflows
• Targetless calibration for LiDAR-Camera, LiDAR-Radar, and other sensor pairs
• Sub 1-degree angular error, centimeter-level transfer error, pixel-level re-projection accuracy
• Deepen Exchange: a collaborative data sharing and marketplace platform
• Safety Pool: a global initiative for safety-related data in autonomous driving
• Support for flexible deployment: cloud, on-premises, virtualized, or dedicated hardware
• Secure API and drag-and-drop integration for ML pipelines
• Comprehensive team and user management with granular permissions
• Advanced visualization tools for monitoring calibration accuracy and error metrics
• Enterprise and startup/researcher-focused calibration services
• Industry-leading compliance certifications: ISO 27001:2013, GDPR, ISO 9001:2015, AICPA SOC, TISAX, HIPAA
• Multilingual support (English, Japanese, Korean)
• Free 14-day trial available for new users

Pricing: deepen.ai offers a free 14-day trial, making it ideal for evaluating its capabilities before committing. While specific pricing details are not publicly listed, the platform supports both enterprise and startup/researcher use cases, suggesting a flexible pricing model with tiered options. The inclusion of a trial indicates a freemium or usage-based approach, but the best fit based on available information is 'trial'.

Conclusion: deepen.ai stands out as a powerful, secure, and standards-driven AI data platform that delivers exceptional precision and efficiency for sensor calibration and annotation in autonomous systems—perfect for teams striving for safety, scalability, and innovation in advanced AI development.