Enhance and verify your datasets for AI training data
ResearchFleet connects data teams with human reviewers to label, verify, and clean datasets at scale - so your models train on truth, not noise.
Why Human Verification Matters
Automated quality checks aren't enough
Catch Nuance & Context
Human reviewers understand context and catch edge cases that automated systems miss, ensuring your training data is accurate.
Reduce Bias
Human reviewers can identify and flag biased content, helping you build fairer AI systems that serve all users equitably.
Domain Expertise
Browse researchers by domain tags to find reviewers with relevant background for your dataset's subject area.
Better Model Performance
Models trained on verified data produce more reliable outputs, reducing hallucinations and improving downstream task performance.
How It Works
Get started in three simple steps
Upload your dataset
Import JSON. Define what 'verified' means for your use case.
Assign to researchers
Set review workflows, assign to your own team or find researchers in our directory.
Export verified data
Download clean, human-verified data ready for model training.
Ready to build better AI?
Join researchers verifying data for model training. Start for free, no credit card required.