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What we build

Our Solutions

High-complexity, expert-generated datasets purpose-built for frontier model training and evaluation. We go far beyond commodity crowdsourcing.

Our full suite

Everything you need to train frontier models

Seven specialised solutions covering every stage of model development — from pre-training to safety evaluation.

Image annotation Most popular
📦

Image Annotation

High-quality, human-verified image annotations for training computer vision models.

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Audio annotation
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Audio Annotation

High-quality, human-verified audio annotations for training speech recognition and synthesis models.

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Video annotation
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Video Annotation

Comprehensive video annotations for training action recognition and object tracking models.

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3D & LiDAR annotation
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3D & LiDAR Annotation Services

High-quality 3D and LiDAR point cloud annotations for training autonomous driving and robotics models.

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NLP annotation
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NLP Annotation

High-quality natural language processing annotations for training language models.

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Data classification
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Data Classification Services

Accurate and consistent data categorization for improved model performance.

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The Diraflow difference

Why our data outperforms
the alternatives

Across every solution we offer, the same quality principles apply — because the gap between average and exceptional training data compounds over every future model generation.

❌ Commodity data providers

What you get elsewhere

  • ✗Generalist crowdworkers with no domain knowledge
  • ✗No calibration or consistency enforcement
  • ✗Volume-first mentality — quality as an afterthought
  • ✗Recycled or semi-synthetic content passed off as original
  • ✗No audit trails, no versioning, no transparency
✦ Diraflow standard

What you get with us

  • ✓Vetted domain experts — PhDs, researchers, senior practitioners
  • ✓IAA monitoring and calibration tasks on every project
  • ✓Quality-first: we decline work we can't do exceptionally well
  • ✓Original, human-generated content — zero AI fill-in, ever
  • ✓Full audit trails, version control, and transparent QA reports
Ready to start?

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Send us a brief and we'll come back with a tailored proposal — scope, timeline, and pricing — within one business day.

✉contact@diraflowai.com
⏱Response within 1 business day
🔒NDAs signed before any project discussion
🚀Most projects begin within 1–2 weeks of scope agreement

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