AI Annotation & Machine Learning
Kalite Tercüme provides AI Annotation, Machine Learning support, and Machine Translation (MT) Evaluation services designed to improve the performance and reliability of AI models.
The success of AI systems depends on high-quality, accurate, and human-verified training data. With our linguistic expertise and scalable workflows, we deliver enterprise-grade multilingual AI solutions.
AI Annotation Services
- Named Entity Recognition (NER)
- Sentiment Analysis
- Intent Classification
- Semantic & Linguistic Labeling
- Multilingual Dataset Annotation
- Content Moderation Labeling
Use Cases:
NLP, Chatbots, Search Engines, LLM Training, Machine Translation
- Object Detection
- Bounding Box, Polygon & Segmentation
- OCR & Document Labeling
- Facial Landmark Annotation
- Industrial & Medical Image Labeling
- Frame-by-Frame Labeling
- Motion Tracking
- Action Recognition
- Event Detection
- Speech-to-Text Transcription
- Speaker Identification
- Emotion Recognition
- Acoustic Noise Classification
Machine Learning & NLP Support Services
- Dataset Cleaning & Normalization
- Data Augmentation
- Training / Validation Optimization
- Model Testing & Performance Evaluation
We evaluate, score, compare, and analyze multiple machine translation engines with detailed human-reviewed reports.
Our services include:
- MT Quality Evaluation
- BLEU, TER, COMET & human-centric scoring
- Multi-engine MT comparison (Google, DeepL, Custom MT, etc.)
- Segment-level error detection and explanation
- Terminology, fluency, accuracy & style analysis
- Actionable feedback for MT and LLM optimization
- Large Language Model Fine-Tuning Data Creation
- Prompt Engineering Dataset Production
- Multilingual Training Data Development
- AI Localization & Language Optimization
- Translation Dataset Annotation
Why Kalite Tercüme?
- ✅ Linguistic expertise + AI data expertise
- ✅ Multilingual annotation at scale
- ✅ Human-in-the-loop quality assurance
- ✅ Proven experience in MT evaluation & benchmarking
- ✅ GDPR / NDA / Data Privacy compliant workflows
- ✅ Enterprise-ready project management
Our Workflow
- Project Analysis & Data Review
- Annotation Guideline Definition
- Pilot Phase & Quality Validation
- Scalable Production
- Quality Assurance & Reporting
- Delivery & Revisions
Looking for high-quality AI training data or machine translation evaluation?
Contact us today for a tailored solution.
