We provide high-fidelity labeling to move AI models from research to production. Secure, managed, and infinitely scalable.
Bounding boxes, semantic segmentation, and key-point annotation for autonomous systems.
Sentiment analysis, NER, and Human Feedback for Large Language Models.
Transcription and diarization for speech-to-text accuracy.
No crowdsourcing. 100+ experts in a secure, audited facility.
Every data point undergoes automated checks and Senior Lead review.
Strict NDA and NDPR/GDPR compliant data handling.
Engineering-grade answers for high-stakes AI projects.
We target a Cohen’s Kappa or Fleiss’ Kappa score of 0.80+ for objective tasks. We provide full transparency into disagreement logs so you can refine your model’s logic.
Yes. We "pepper" pre-verified Gold Sets into the live stream. If an annotator’s performance falls below the threshold, they are automatically removed for recalibration.
Absolutely. We are platform-agnostic. We regularly work within client-owned instances to ensure data sovereignty and seamless pipeline integration.
We maintain a Living Guideline Document and a shared "Uncertainty Log." We prefer a 24-hour sync cycle to calibrate on edge cases rather than guessing.
Have a specific technical requirement?
Chat with a Technical Lead