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.



Autonomous driving and Smart cockpit datasets for Driver Monitoring System
China Merchants Group: Enterprise-grade dataset for building "ShipGPT"
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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.
23 Countries6 Project Types9 Data Domains25,400 Valid Hours
Related services & resources
- Type A — Data ServicingCore annotation and enrichment across text, image, audio, and video.
- Type B — Horizontal LLM DataBroad-domain corpora for general-purpose foundation models.
- Type D — AIGCGenerative production pipelines for content at scale.
- Enterprise LLM Training DataInstruction, preference, and domain corpora built for fine-tuning.
- AI Data ValidationIndependent dual-layer QA against a contractual 95%+ accuracy SLA.
- Edge IntelligenceData programs for on-device and latency-constrained models.
- QA ProcessThe dual-layer human-in-the-loop review behind every delivery.
- Delivery MethodologyThe six-stage pipeline from scoping through post-delivery audit.
- Case StudiesDelivery outcomes across LLM training, AIGC, AV, and AEO/GEO programs.
- AI Data ServicesAnnotation, RLHF, collection, and validation across 50+ languages.
- AI Glossary30+ defined terms across AEO, GEO, AIGC, and data operations.
- ContactScope a program, request a sample, or book a technical call.

