Case studies

Proven at scaleResults from AI leaders

Leading autonomous vehicle company

Train computer vision models on real-world driving scenarios

Custom 3D bounding box pipeline with sensor fusion validation across 50+ object classes: pedestrians, vehicles, cyclists and traffic infrastructure.

94%Model accuracy improvement

3MImages annotated

6 weeksFaster deployment

Healthcare AI startup

Secure annotation environment with certified medical annotators, DICOM tooling and clinical QA review aligned to FDA submission requirements.

99.2%Diagnostic accuracy

200KImages labeled

FDAApproval achieved

Global social media platform

Round-the-clock multilingual moderation with AI-assisted pre-classification, escalation tiers and appeals management across time zones.

99.7%Content accuracy

<2 minResponse time

500M+Items reviewed a month

Foundation model company

Expert rater recruitment, task design and calibration, producing 2M+ preference pairs across diverse domains with ongoing red-teaming.

2M+Preference pairs generated

−34%Hallucination rate

12 weeksPipeline runtime

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