Data Services

Enterprise-Grade Data Solutions

🏷️

Labeling & Annotation

Multi-modal annotation at scale with guaranteed quality:

  • Image, video, text, and audio annotation
  • 3D LiDAR and point cloud labeling
  • Industry-specific (financial docs, healthcare scans)
  • 1M+ labels per hour with 98%+ accuracy
  • Consensus labeling and quality control
📊

Taxonomy & Classification

Custom ontology design for your domain:

  • Ontology design and custom taxonomy development
  • Hierarchical classification systems
  • Entity recognition and relationship mapping
  • Domain-specific knowledge graphs
⚙️

Data Processing & Enrichment

End-to-end data preparation:

  • Data aggregation from multiple sources
  • Preprocessing and normalization
  • Context and metadata augmentation
  • Quality scoring and confidence metrics
AI Model Development

Custom Model Development

🤖

Model Development

Custom AI models tailored to your use case:

  • Computer vision (object detection, segmentation)
  • NLP and LLM fine-tuning (RLHF, instruction tuning)
  • Predictive analytics and forecasting
  • Recommendation systems
🎯

Fine-tuning & Optimization

Domain optimization:

  • LLM instruction fine-tuning
  • Domain adaptation and transfer learning
  • Model compression and quantization
  • Few-shot optimization
📈

Evaluation & Testing

Rigorous testing frameworks:

  • Custom benchmark dataset creation
  • Multi-metric evaluation frameworks
  • A/B testing and champion/challenger models
  • Bias detection and fairness analysis
ML Infrastructure

Production-Ready Infrastructure

💻

Development Environment

Complete toolkit for AI experimentation:

  • Development tools (Jupyter, VSCode integration)
  • ML frameworks (TensorFlow, PyTorch, Hugging Face)
  • Experiment tracking (W&B, MLflow)
🚀

Deployment & Serving

Production-ready model serving:

  • Model serving (TorchServe, TF Serving)
  • REST/GraphQL API management
  • Kubernetes and Docker deployment
🔄

MLOps & Monitoring

Automated workflows:

  • CI/CD for model deployment
  • Drift detection and alerting
  • Automated retraining pipelines
Service Models

Flexible Engagement Options

Data Services

Pure Data Delivery

High-quality labeled data at scale for teams with clear requirements.

  • Client-defined volumes & specs
  • Transparent pricing
  • Fast turnaround times
  • 98%+ accuracy guarantees
Data + Models

Data Planning & Model Development

Consultative approach combining data strategy with custom models.

  • Data requirements consulting
  • Custom model development
  • Fine-tuning and optimization
  • Quality guarantees & SLAs
Full Stack

Complete AI Solution

Dedicated teams providing end-to-end AI solutions.

  • Dedicated project teams
  • Complete solution delivery
  • ML infrastructure setup
  • Strategic consulting