Services

AI-Powered Data Services for Physical AI

Large, in-house workforce

ADAS & multi-sensor specialists

Compliant by design

Accelerate development with expert-led data collection, annotation, calibration, synthetic data, and validation services – all powered by Deepen's in-house global workforce and proprietary tools.

Why Teams Choose Deepen AI

Deepen AI combines production-proven tools, a large managed workforce, and deep ADAS and robotics expertise to deliver reliable, scalable data services for safety-critical systems.

LargeManaged Workforce

Expertise in multi-sensor annotation

Proprietary, Safety-First Tools

Purpose-built for autonomous systems

Physical AI Focus

ADAS, robotics, and beyond

End-to-End Platform

Collect, Calibrate, Annotate, Validate, Generate

Built for the New Era of Physical AI

Serving diverse industries with specialized data solutions for autonomous systems.

ADAS & Autonomous Vehicles

Perception systems for highway and urban driving
Object detection and tracking for all road users
Safety validation for L2+ automation

Robotics

Navigation and obstacle avoidance
Pick-and-place perception systems
Multi-robot coordination data

Humanoids

Human-robot interaction scenarios
Manipulation and grasping data
Indoor navigation and mapping

Off-Highway & Industrial

Mining and construction equipment
Agricultural automation
Maritime
Aerospace

Core Services

Comprehensive data services designed for the complete autonomous systems lifecycle.

Data Collection Services

Multimodal fleet data ingestion from vehicles, robots, drones
Coverage across on-road, off-road, warehouse, industrial, and humanoid scenarios
Automated tagging and scene classification

Sensor Calibration Services

Intrinsic and extrinsic calibration for LiDAR, camera, radar, IMU, and vehicle
Visualization dashboards to inspect and debug calibration quality
Cut calibration time from hours to minutes

Data Annotation Services

2D & 3D labeling for images, video, and LiDAR
ADAS, robotics, and multi-sensor fusion expertise
Vision Language Action Models

Synthetic Data & Scenario Generation

Generate rare and edge-case safety scenarios
Scenario variation for different environments and behaviors
Integration with Safety Pool and third-party datasets

Data Validation Services

Automated QA checks with human-in-the-loop review
Error analysis and iterative improvement
Production-ready, model-safe datasets

Custom Engineering & Integration

Tool customization, integration, and workflow automation
AI models, edge optimization, and bespoke data pipelines
Embedded teams to support complex deployments

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Flexible Engagement Models

Choose the partnership model that best fits your team's needs and capacity.

Data Collection Services

Access curated real, synthetic, and shared datasets via Safety Pool and partners.

Sensor Calibration Services

Access curated real, synthetic, and shared datasets via Safety Pool and partners.

Data Annotation Services

Access curated real, synthetic, and shared datasets via Safety Pool and partners.

AI-Powered Data Services for Physical AI