| Services 01 Data Collection |
| Gather multimodal datasets including text, speech, video, and images across languages, contexts, and domains  |
| Services 02 Data Annotation |
| Fine-grained annotation tasks such as Named Entity Recognition (NER), sentiment analysis, intent classification, sentence segmentation, and concept linking tailored to project goals  |
| Services 03 Labeling |
| Structured for AI model training: class classification, keyword tagging, category assignment  |
| Services 04 Preprocessing & Cleansing |
| Remove duplicates, delete unnecessary information, standardize formats, filter inappropriate content to enhance accuracy  |
| Services 05 Quality Assurance & Review |
| Error checking, sampling review, detailed review logs, and feedback loops  |
Multi-step verification based on internal QA manuals
|
| Strengths 01 Native Experts Across 60+ Languages |
| Accurate annotation and labeling considering grammar, context, and expressions  |
| Strengths 02 Extensive AI Project Experience |
| Tailored datasets for chatbots, voice assistants, search engines, sentiment analysis, and more  |
| Strengths 03 Professional Annotation Platforms & Management Tools |
| In-house annotation tools, QA dashboards, and quality tracking systems  |
| Strengths 04 Dedicated Training & Quality Manuals |
| Glossaries, example guides, and preprocessing standards ensure accuracy |
| Strengths 05 Data Security & NDA Compliance |
| Strict policies to protect sensitive information |
Text for
NLP applications
Multilingual speech
collection and transcription
Video-based
speech annotation
and object recognition
Image captioning and
description generation
Conversation al AI training
datasets & QA scenarios
Sentiment and intent
recognition data (text/audio)
High-quality
prompt- response pairs
for LLM fine-tuning
Services 01 Data Collection |
| Gather multimodal datasets including text, speech, video, and images across languages, contexts, and domains
|
Services 04 Preprocessing & Cleansing |
| Remove duplicates, delete unnecessary information, standardize formats, filter inappropriate content to enhance accuracy
|
Services 02 Data Annotation |
| Fine-grained annotation tasks such as Named Entity Recognition (NER), sentiment analysis, intent classification, sentence segmentation, and concept linking tailored to project goals
|
Services 05 Quality Assurance & Review |
| Error checking, sampling review, detailed review logs, and feedback loops
|
Services 03 Labeling |
| Structured for AI model training: class classification, keyword tagging, category assignment
|
Multi-step verification based on internal QA manuals
|
Native Linguists in 60+ Languages Native Experts Across 60+ Languages |  |
| Accurate annotation and labeling considering grammar, context, and expressions | |
Extensive AI Language Project Experience Extensive AI Project Experience | |
Tailored datasets for chatbots, voice assistants, search engines, sentiment analysis, and more | |
Advanced Annotation & Management Tools Professional Annotation Platforms & Management Tools | |
In-house annotation tools, QA dashboards, and quality tracking systems | |
Strict Security & NDA Compliance Data Security & NDA Compliance | |
Strict policies to protect sensitive information | |
Dedicated Training & QA Guidelines Dedicated Training & Quality Manuals | |
Glossaries, example guides,and preprocessing standards ensure accuracy | |
 |
Text for NLP applications |
 |
Conversational AI training datasets & QA scenarios |
 |
Multilingual speech collection and transcription |
 |
Sentiment and intent recognition data (text/audio) |
 |
Video-based speech annotation and object recognition |
 |
High-quality prompt-response pairs for LLM fine-tuning |
 |
Image captioning and description generation |
Where Language Meets Expertise
