Enterprise AI Training Data
AI Data Collection Services
Enterprise-grade training data at scale — collected, annotated, and quality-assured by India's largest AI data workforce.
Data Types
What We Collect
Image & Video Data
High-resolution images and video footage across diverse environments, lighting conditions, and demographics.
Examples: Street scenes, product images, facial datasets, surveillance footage
Audio & Speech Data
Multilingual speech recordings, ambient audio, and conversational datasets for ASR and NLP models.
Examples: Voice commands, call center audio, regional language corpora
Text & NLP Data
Structured and unstructured text datasets for language models, chatbots, and document AI.
Examples: News articles, social media posts, legal documents, product reviews
Sensor & IoT Data
Time-series sensor readings, LiDAR point clouds, and telemetry data for industrial and automotive AI.
Examples: Vehicle telemetry, industrial sensor logs, GPS traces
Labeling Capabilities
Annotation Types
Bounding Box
Rectangular region labeling for object detection models.
Semantic Segmentation
Pixel-level classification for scene understanding.
Keypoint Annotation
Skeletal and landmark mapping for pose estimation.
Named Entity Recognition
Tagging entities — people, places, organizations — in text.
Sentiment Analysis
Classifying text tone and emotional polarity at scale.
Audio Transcription
Verbatim and normalized transcription with speaker labels.
3D Point Cloud
LiDAR annotation for autonomous vehicle and robotics AI.
Polygon Annotation
Precise shape tracing for irregular object boundaries.
Accuracy You Can Trust
Quality Assurance
Automated Validation
Rule-based and ML-assisted checks flag outliers and format errors instantly.
Peer Review
A second annotator independently reviews flagged and sampled items.
Final Audit
Senior QA leads sign off on every batch before delivery.
Industry Applications
Use Cases
Autonomous Vehicles
Road scene datasets, LiDAR annotation, and traffic sign labeling for self-driving AI.
Medical Imaging
Radiology image annotation, lesion segmentation, and pathology slide labeling.
Retail Analytics
Product recognition, shelf monitoring, and customer behavior datasets.
Voice Assistants
Multilingual speech corpora and intent-labeled datasets for conversational AI.
Security Surveillance
Anomaly detection datasets, facial recognition training data, and activity labeling.
Agricultural AI
Crop disease detection, yield estimation, and drone imagery annotation.
Our Differentiators
Why Choose APAR Nexus
Scale
Rapidly scale from pilot to production with our pan-India annotator network.
Speed
Fast onboarding and agile delivery cycles keep your AI roadmap on track.
Quality
Multi-layer QA with automated and human review ensures benchmark-grade data.
Security
All projects are covered by NDAs, role-based access, and encrypted data transfer.
Request a Free Pilot Project
See our quality firsthand — submit your requirements and we'll deliver a sample dataset within 48 hours.