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Type C -
Vertical LLM Data
AI data solutions across specific industry verticals including autonomous driving data annotation, in-vehicle data collection and specialized data services for industry, enterprise or private LLM.
AI data solutions across specific industry verticals including autonomous driving data annotation, in-vehicle data collection and specialized data services for industry, enterprise or private LLM.
AI data solutions across specific industry verticals including autonomous driving data annotation, in-vehicle data collection and specialized data services for industry, enterprise or private LLM.
Autonomous driving and Smart cockpit datasets for Driver Monitoring System
China Merchants Group: Enterprise-grade dataset for building "ShipGPT"
Autonomous driving and Smart cockpit datasets for Driver Monitoring System
China Merchants Group: Enterprise-grade dataset for building "ShipGPT"
Autonomous driving and Smart cockpit datasets for Driver Monitoring System
China Merchants Group: Enterprise-grade dataset for building "ShipGPT"
2D, 3D & 4D Data for Autonomous Driving
The leading AI company in autonomous
vehicle development
2D, 3D & 4D Data for Autonomous Driving
The leading AI company in autonomous
vehicle development
2D, 3D & 4D Data for Autonomous Driving
The leading AI company in autonomous
vehicle development
Type C - Vertical LLM Data
Target
Annotate vehicles, pedestrians, and road objects with 2D & 3D techniques to enable accurate object detection for autonomous driving. Self-driving cars rely on precise visual training to detect, classify, and respond safely in real-world conditions.

01
Target
02
Solutions
03
Results

01
Target
Target
Annotate vehicles, pedestrians, and road objects with 2D & 3D techniques to enable accurate object detection for autonomous driving. Self-driving cars rely on precise visual training to detect, classify, and respond safely in real-world conditions.

02
Solutions
Solutions
Dedicated Process Engineering team for analysis and optimization AI-enhanced workflow with multi-level quality checks Scalable global delivery through crowdsourced workforce managemen

03
Results
Results
Achieved 25% production in Month 1 with 95% accuracy (Target: 90%) and 50% production in Month 2 with 99% accuracy (Target: 95%). Maintained an overall accuracy of 99% with on-time delivery. Successfully expanded operations to Malaysia with 100 annotators and Indonesia with 150 annotators.

01
Target
Target
Annotate vehicles, pedestrians, and road objects with 2D & 3D techniques to enable accurate object detection for autonomous driving. Self-driving cars rely on precise visual training to detect, classify, and respond safely in real-world conditions.

02
Solutions
Solutions
Dedicated Process Engineering team for analysis and optimization AI-enhanced workflow with multi-level quality checks Scalable global delivery through crowdsourced workforce managemen

03
Results
Results
Achieved 25% production in Month 1 with 95% accuracy (Target: 90%) and 50% production in Month 2 with 99% accuracy (Target: 95%). Maintained an overall accuracy of 99% with on-time delivery. Successfully expanded operations to Malaysia with 100 annotators and Indonesia with 150 annotators.