Type A — Data Servicing
End-to-end data services specializing in multi-language datasets, including document capture, data collection and preparation, extraction, cleaning, labeling, annotation, quality assurance, and formatting.



Multi-language genealogy documents, newspapers, and archives to facilitate global ancestry research
QQ Music of over millions non-Chinese songs and lyrics
01 / 03
01
OBJECTIVE
Objective

Scan documents for preservation, extract structured data and organize it into a searchable database — making archives accessible for generations.
Document capturePreservation scanDatabase structuring
Related services & resources
- Type B — Horizontal LLM DataBroad-domain corpora for general-purpose foundation models.
- Type C — Vertical LLM DataDomain-expert data for legal, medical, financial, and industrial AI.
- Type D — AIGCGenerative production pipelines for content at scale.
- AI Data ServicesAnnotation, RLHF, collection, and validation across 50+ languages.
- Global Scanning & IndexingPhysical archive digitization, OCR, and structured indexing.
- Autonomous Driving AnnotationLiDAR, camera, and radar perception labeling for AV stacks.
- AI Data ValidationIndependent dual-layer QA against a contractual 95%+ accuracy SLA.
- 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 Glossary30+ defined terms across AEO, GEO, AIGC, and data operations.
- ContactScope a program, request a sample, or book a technical call.

