Data Engine

Training Data, Refined

High-fidelity, multi-modal datasets built with rigorous quality pipelines — the fuel that determines whether your model succeeds or stalls.

Text & Language

Large-Scale Text Corpora

Carefully sourced and cleaned text datasets spanning multiple domains and languages. Built for pre-training, instruction tuning, and domain adaptation.

  • Web-scale corpora with deduplication and quality filtering
  • Domain-specific collections: legal, medical, financial, technical
  • Multi-language parallel corpora for translation models
  • Instruction-response pairs for chat and assistant models

Text & NLP Data

50M+ curated records across 20+ domains

Multimodal

Image, Video & Audio

Richly annotated visual and audio datasets for training the next generation of multimodal models and world simulators.

  • Image-text pairs with detailed captions and metadata
  • Video datasets with temporal annotations and scene descriptions
  • Audio transcription datasets across accents and languages
  • 3D and spatial data for embodied AI and robotics

Multimodal Assets

Image · Video · Audio · 3D

Quality Assurance

Data Quality Pipeline

Every dataset passes through our multi-stage quality pipeline: automated filtering, human review, statistical validation, and bias detection.

  • Automated deduplication and near-duplicate detection
  • PII (Personally Identifiable Information) scrubbing
  • Toxicity and bias filtering with configurable thresholds
  • Human-in-the-loop spot checks with quality scoring
  • Comprehensive data cards and provenance documentation

Multi-Stage QA Pipeline

Filter → Clean → Validate → Audit

Custom Data

Bespoke Data Collection

Need something specific? Our data engineering team builds custom collection pipelines tailored to your exact domain, format, and quality requirements.

  • Custom web scraping with ethical sourcing practices
  • Crowdsourced annotation with multi-tier quality control
  • Synthetic data generation and augmentation
  • Ongoing data delivery with versioning and changelogs

Custom Pipelines

Spec → Build → Deliver → Iterate

Looking for training data?

Describe your data requirements and we'll prepare a sample and quote within one week.

Request Data Sample →