For High-Performing AI across Industries

Custom Data Collection

Including large-scale web data collection & structured ingestion

Data Transformation & Management

Cleansing, normalization, standardization, validation

Across text, image, video, and 2D/3D workflows

Human-in-the-Loop Model Validation

Error/bias review, edge cases, feedback loops

Generative AI Training Data Services

Including NLP datasets, RLHF, and adversarial red teaming

AI Data Services for Agriculture

Train AI for Smart Farming

Labeling images (crops, weeds, pests, soil), sensor readings (moisture, nutrients, weather), operational data (machinery records), etc., enabling machine learning in agriculture, for tasks such as autonomous machinery operation, pest/disease detection, crop/livestock monitoring, and yield prediction.

• Semantic segmentation for crop monitoring
• Bounding boxes for pest & disease detection
• Keypoint annotation for livestock detection
• Image categorization for livestock management
• Polygonal annotation for field mapping

AI Data Solutions for Autonomous Vehicles

Build Safer, More Reliable Self-Driving Systems

Annotating images (road scenes, vehicles, pedestrians, traffic signs), sensor data (LiDAR, radar, camera fusion), driving scenarios (weather conditions, traffic patterns), etc., to power AI/ML solutions for autonomous navigation, ADAS systems, in-cabin monitoring, etc.

• Bounding boxes/cuboids for 2D & 3D object detection
• Keypoint annotation for pedestrian intent prediction & road user protection
• Polyline annotation for HD map creation & lane-marking systems
• Sensor fusion annotation for 3D road and scene perception
• Temporal tracking across frames for safe navigation & collision avoidance

Training Data Support for IT & SaaS Companies

Build Intelligent Software with the Right Data

AI training data services for LLM Model Development, computer vision models, audio & image recognition, sentiment analysis, and AI agent training. We help IT and SaaS companies accelerate model performance and reliability through high-quality annotation, validation, and supervised fine-tuning.

• 3D point cloud/LiDAR annotation for robotics, AI/VR
• Keypoint & landmark tagging
• Semantic segmentation
• Supervised fine-tuning (SFT) for LLMs
• AI agent workflow logic validation
• Multi-modal data labeling (image, video, & text)
• Audio-to-text transcription

Training Data for AI in Aviation

Multimodal Training Data for Aviation AI Systems

AI training data services for air traffic management, flight route optimization, machinery maintenance prediction, etc. We can label images, videos, sensor data, and flight records, and collect training data from public sources, such as flight records from IATA, FAA, and ICAO, or visual data from Academic/Open datasets, such as TartanAviation.

• Polygonal and bounding box annotation of CCTV footage
• Video annotation for automated flight systems
• Audio transcription of pilot-operator interactions
• Semantic & instance segmentation for automatic runway maintenance
• Sensor & flight data annotation for route optimization

eCommerce Data Annotation and Collection Services

For AI-Driven Search, Discovery, and Customer Experience in eCommerce

High-quality training data for AI-based eCommerce applications, enabling accurate product discovery, intelligent recommendations, and data-driven customer engagement. Our services support computer vision, NLP, and pricing intelligence models with scalable, high-precision annotation and data collection.

• Bounding boxes and semantic segmentation for better object detection & visual search
• Product attribute annotation & named entity recognition for searchability
• Sentiment analysis from customer reviews and support transcripts
• Text classification of product descriptions and customer inquiries
• Product & pricing-related web data collection for AI training

AI Data Solutions for Retail Companies

Powering Intelligent Automation in Retail

Precise image, video, and text annotation for product recommendation engines, consumer sentiment analysis, in-store security solutions, etc. Our retail data annotation services enable smarter stores, personalized shopping experiences, and efficient operations.

• CCTV/Security camera footage labeling
• Product categorization for smarter product retrieval
• Image classification and multi-label tagging for product recommendation engines
• Entity extraction & sentiment labeling for chatbots
• Customer support chatbot development/retraining
• Attribute annotation & hierarchy labeling for visual search

AI Training Data Services for Robotics

Powering Perception, Navigation & Control in Intelligent Robots

Annotating images, videos, LiDAR, depth data, and motion trajectories to enable robotic perception, navigation, and manipulation across industrial, service, and consumer robotics

• 3D Point Cloud/LiDAR semantic segmentation for robotic navigation
• Cuboid annotation for depth perception models
• Skeletal & keypoint tagging for human interactions
• Object detection and localization
• Named Entity Recognition (NER)
• Sentiment analysis
• Human-in-the-Loop auditing of robotic navigation paths

Data and AI Services in Finance

Empowering FinTech Companies, Banks, and Financial Service Providers

Labeling images (check images, document scans, identity verification), financial data (transaction records, market data, trading patterns), document data (invoices, statements, forms), etc., for tasks such as fraud detection, automated document processing, credit risk assessment, algorithmic trading, and regulatory compliance.

• Named Entity Recognition(NER) in financial text for faster data analysis
• Transaction categorization for fraud pattern recognition & suspicious activity detection
• Prompt and QnA pair creation for NLP model training
• Intelligent document processing (OCR) and data validation for financial documents
• Human-in-the-loop (HITL) document verification and labeling

AI Training Data Support for Energy, Oil & Gas Companies

For AI-Driven Monitoring, Risk Management, & Related Applications

Safeguard and optimize operations with comprehensive data labeling for images (satellite imagery, pipeline inspections, equipment conditions), sensor data (thermal readings, pressure monitoring, seismic activity), operational data (drilling logs, production metrics, safety records), etc.

• Semantic segmentation for infrastructure mapping, land use monitoring & environmental impact assessment
• Bounding boxes for equipment & anomaly detection
• Polygonal annotation for geological feature extraction
• Image categorization for thermal & infrared analysis
• Keypoint annotation for facility condition monitoring
• Drone video bounding boxes with temporal tracking for facility surveillance

Data Services for Industrial Infrastructure

AI Training Data for Asset Monitoring & Risk Mitigation

Comprehensive data labeling across satellite imagery, aerial drone inspections, thermal sensors, and geophysical surveys, powering AI/ML and NLP models for intelligent infrastructure monitoring, risk management, operational streamlining, etc.

• Satellite image annotation for land-use & environmental impact analysis
• Object detection for infrastructure inspection & surveillance monitoring
• Geospatial feature extraction for geological modeling & spatial analytics
• Semantic segmentation & bounding boxes for precise mapping
• Drone video annotation for pipeline & facility inspection
• Thermal & infrared labeling for leak & failure detection

AI Data Services for Customer Service & Support

Build Empathetic AI that Understands & Resolves Customer Needs

Labeling conversational data (chat transcripts, support tickets, voice recordings), intent data (customer queries, escalation patterns), sentiment indicators (tone, urgency, satisfaction), etc., for AI/ML and LLM applications such as automated response generation, intelligent ticket routing, sentiment analysis, chatbot optimization, and contextual issue resolution.

• Intent & sentiment classification for query understanding
• Dialogue path & conversational data annotation for flow optimization
• NLP training data services for language model development
• RLHF for response ranking & empathy alignment
• Dialogue summarization for efficient ticket management
• Intent-entity mapping for accurate request processing

AI Data Services for Geospatial Domain

Train AI to Interpret Location Data Accurately

Train AI for Geospatial Intelligence derived from satellite imagery, aerial photography, LiDAR point clouds, and drone footage. Our geospatial annotation services enable machine learning models to extract actionable intelligence from spatial data—powering applications in urban planning, environmental monitoring, precision agriculture, disaster response, infrastructure management, and autonomous navigation systems.

• Satellite image segmentation for land cover & infrastructure mapping
• Polygonal annotation for precise geographic feature detection & mapping
• 3D LiDAR point cloud labeling for terrain & urban modeling
• Image categorization for vegetation health & land use analysis
• Drone video annotation for infrastructure inspection & change detection

AI Data Services for Content Generation

Train AI for Brand-Aligned Creative Writing

Build content generation systems that produce on-brand, factually accurate, and audience-appropriate writing at scale. We help by labeling text data (articles, marketing copy, social media posts), creative metadata (style, tone, audience segments), brand guidelines (voice, messaging, compliance rules), etc.

• Multi-label text categorization for content classification
• Creative metadata tagging for style & audience targeting
• RLHF for style, tone & persona alignment
• Adversarial red team testing for brand safety & bias audits
• Hallucination auditing & fact-verification for accuracy assurance
• Response ranking for quality content selection