NeurvixHuman data for AI

Pilots start within 48 hoursSchedule a demo

Enterprise-grade human intelligence.Built for AI teams that need precision, speed and reliability. AI training data pipelines that plug straight into your ML workflows.

5,000+ domain specialists, organized by expertise, supported by AI tooling.

About Neurvix
Annotations delivered5.0M+
Languages40+
QA accuracy95%
Global workforce24/7

Securityat the speed of emerging threats

Vetted, NDA-bound specialists work in isolated project environments, with a full audit trail on every sample.

Security practices

The pipeline7 stages

Every sample is traceable from collection to deployment.

  1. 01

    Data collection

    Sourced to your exact domain and demographics.

  2. 02

    Annotation

    Domain-matched specialists label every sample.

  3. 03

    Quality review

    Peer and senior QA audit before anything ships.

  4. 04

    RLHF

    Calibrated human preference and ranking data.

  5. 05

    Training

    Expert-ready datasets land in your ML stack.

  6. 06

    Evaluation

    Benchmarking, red-teaming and failure analysis.

  7. 07

    Deployment

    A continuous data flywheel after launch.

One networkEvery timezone

5,000+ expert annotators40+ languages, 24/7 operations

Cultural knowledge, domain expertise and judgment that automation can’t replicate, with AI tooling that multiplies throughput without sacrificing accuracy.

  • Native speakers40+ languages
  • Domain specialistsMedical, legal, scientific
  • AI-assisted pre-annotationFaster first pass
  • QA dashboardsReal time
  • Follow-the-sun operations24/7

Case studiesProven at scale

All case studies

Leading autonomous vehicle company

Training computer vision models on real-world driving scenarios

3D bounding box annotation with sensor fusion validation across 50+ object classes.

94%Model accuracy improvement
3MImages annotated
6 wksFaster deployment

Medical imaging company

Annotating medical imaging data with full HIPAA compliance

Certified medical annotators, DICOM tooling and clinical QA aligned to FDA submission requirements.

99.2%Diagnostic accuracy
200KImages labeled
FDAApproval achieved

Global social media platform

Moderating harmful content across 40+ languages in real time

Multilingual moderation with AI-assisted pre-classification, escalation tiers and appeals.

99.7%Content accuracy
<2 minResponse time
500M+Items a month

Foundation model company

Building an RLHF preference pipeline for model alignment

Rater recruitment, task design and calibration, with ongoing red-teaming coverage.

2M+Preference pairs
−34%Hallucination rate
12 wksPipeline runtime

Quality assuranceReviewed before you see it

Our QA methodology
  1. Stage 1

    Annotator

    First-pass labeling by domain-matched specialists.

  2. Stage 2

    Peer review

    Independent cross-check against the taxonomy and style guide.

  3. Stage 3

    Senior QA

    A senior reviewer audits edge cases and disputed items.

  4. Stage 4

    Client delivery

    Export-ready data shipped with a full audit trail.

Accuracy SLA99%+
Review layers3
Audit coverage100%
Response time<24h

Questionswe get asked

What types of data can Neurvix annotate?

Text, image, video, audio and multimodal data, spanning computer vision, NLP, speech and generative AI training sets. Our workforce is organized by domain specialty, not just data type.

How fast can a pilot start?

Most pilots begin within 48 hours of scoping. A scoped pilot batch validates taxonomy, tooling and the quality bar before we ramp to full production volume.

How is quality guaranteed?

Every project runs through a multi-layer review: automated consistency checks, peer review and senior QA audit, targeting 95%+ accuracy, with per-project SLAs available for regulated industries.

Is our data kept confidential?

Yes. Every annotator, reviewer and team member signs an NDA before touching client data. Work happens in access-controlled environments with full audit trails, and we support on-prem or air-gapped delivery for sensitive workloads.

Do you offer self-serve pricing plans?

No. Neurvix is built for enterprise and research teams with custom volume, compliance and turnaround needs. Every engagement is scoped individually, so talk to our team for a quote.

How many languages do you support?

40+ languages with native-speaking annotators, used across translation, localization, multilingual moderation and NLP annotation projects.

What is Physical AI data?

Data that teaches robots and embodied systems to act in the real world. It spans egocentric video, teleoperation and manipulation recordings, LiDAR, 3D and multi-sensor capture.

Can Neurvix provide egocentric video datasets?

Yes. We collect and annotate first-person video for robotics, wearables and Physical AI, with activity, object and hand-interaction labels.

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Join leading AI companies building on Neurvix infrastructure.