Case Studies

Proven at Scale

Real results from AI leaders building the future with Neurvix infrastructure

Leading Autonomous Vehicle Company
Leading Autonomous Vehicle Company

Train computer vision models on real-world driving scenarios

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

Results
94%
Model accuracy improvement
3M
Images annotated
6 weeks
Faster deployment
Healthcare AI Startup
Healthcare AI Startup

Annotate medical imaging data while maintaining full HIPAA compliance

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

Results
99.2%
Diagnostic accuracy
200K
Images labeled
FDA
Approval achieved
Global Social Media Platform
Global Social Media Platform

Moderate harmful content across 30+ languages in real-time

24/7 multilingual moderation with AI-assisted pre-classification, escalation tiers, and appeals management across time zones.

Results
99.7%
Content accuracy
<2 min
Response time
500M+
Items reviewed/month
Foundation Model Company
Foundation Model Company

Build RLHF preference pipeline for foundation model alignment

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

Results
2M+
Preference pairs generated
-34%
Hallucination rate
12 weeks
Pipeline runtime

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