What we deliver

Our Human-in-the-Loop annotation services ensure your ML models are trained on the highest quality data:

  • High accuracy via multi-pass HITL workflows (annotate → review → QA → adjudicate)
  • Flexible scale: from pilot batches to continuous pipelines supporting hundreds of thousands of items/month
  • Security & compliance: role-based access, encrypted data transfer, and ISO-grade controls for sensitive projects
HITL how

Types of tasks and data we handle

Comprehensive annotation services across all data modalities

Documents

Documents

  • OCR correction, form field extraction
  • Table parsing, semantic restructuring
  • Redaction and data masking
Image & Video

Image & Video

  • Bounding boxes, polygons, instance & semantic segmentation
  • Keypoints/pose, temporal tracking, activity/event tagging
  • Video frame sequencing, interpolation checks, per-frame QA
3D & Sensor

3D & Sensor

  • LiDAR point cloud labeling, voxelization
  • Sensor fusion alignment
  • 3D bounding boxes and segmentation
Text & NLP

Text & NLP

  • Named entity recognition (NER), intent labeling
  • Pairwise comparison, summarization verification
  • Prompt-response evaluation, content classification, hallucination checks
Audio

Audio

  • Transcription, speaker diarization
  • Keyword spotting, sound event labeling
  • Multi-language support
Documents

Documents

  • OCR correction, form field extraction
  • Table parsing, semantic restructuring
  • Redaction and data masking
Image & Video

Image & Video

  • Bounding boxes, polygons, instance & semantic segmentation
  • Keypoints/pose, temporal tracking, activity/event tagging
  • Video frame sequencing, interpolation checks, per-frame QA
Image & Video

Image & Video

  • Bounding boxes, polygons, instance & semantic segmentation
  • Keypoints/pose, temporal tracking, activity/event tagging
  • Video frame sequencing, interpolation checks, per-frame QA
3D & Sensor

3D & Sensor

  • LiDAR point cloud labeling, voxelization
  • Sensor fusion alignment
  • 3D bounding boxes and segmentation
Text & NLP

Text & NLP

  • Named entity recognition (NER), intent labeling
  • Pairwise comparison, summarization verification
  • Prompt-response evaluation, content classification, hallucination checks
Audio

Audio

  • Transcription, speaker diarization
  • Keyword spotting, sound event labeling
  • Multi-language support
Documents

Documents

  • OCR correction, form field extraction
  • Table parsing, semantic restructuring
  • Redaction and data masking

Our Advantages

Understand how our data collection approach improves model quality, compliance, and time-to-market.

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Optimized for quality

We have a two-layer QC process that ensures the quality of the output. This is enabled by a short feedback loop process.

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End to end solutions

From data collection and cleaning to data annotation, we offer End to end solutions for your training data needs.

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Cost efficient

Our pricing is transparent and economical. We are more cost-effective than contract workers and large annotation platforms.

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Completely managed

Our services are fully managed with dedicated account managers to ensure smooth operations.

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Scalable workforce

Start with a single person and grow with us. We scale our team based on your demands.

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Data security

Data security is paramount. We are GDPR compliant and ISO 27001 certified.

Industries we serve

Purpose built AI data services for the workflows, challenges, and scale unique to your industry.

Build a production grade HITL pipeline

Get high-quality labeled data at scale with our Human-in-the-Loop annotation services. From pilot projects to production-scale pipelines, we deliver accurate annotations with guaranteed SLAs.