Annotation Standards Guide
Best practices for annotation style guides that hold quality across large, distributed teams.
AI Training Pipeline Guide
How human annotation data fits into modern ML training workflows, end to end.
RLHF Implementation Guide
A methodology for building effective RLHF preference data pipelines for LLM alignment.
QA & Quality Standards
How Neurvix holds 95%+ accuracy across every project with multi-layer quality assurance.