Verified data starts with human judgment

ResearchFleet connects data teams with human reviewers to label, verify, and clean datasets at scale - so you can trust every record in your pipeline.

The Problem

Datasets power every decision your team makes. But verifying data at scale is brutally hard. Automated pipelines miss nuance. Manual review in spreadsheets doesn't scale. The result: decisions built on data nobody fully trusts.

Our Solution

ResearchFleet gives human reviewers purpose-built workflows. Define what "verified" means for your data. Distribute tasks to your team or reviewers in the directory. Get results back ready to use - not just to review again.

For data teams

Upload datasets, build review forms, and define verification workflows. Distribute tasks to your team or find reviewers in the directory - and export clean, verified data when done.

My Projects dashboard showing multiple data verification projects with status badges and record counts

For humans

Review records, fill out structured forms, and earn money doing meaningful work. Set your own rates, work at your own pace, and get matched to projects that fit your expertise.

Browse Open Projects page listing research projects with category filters and join buttons

Human judgment at scale

Automated pipelines miss context, edge cases, and ambiguity. Human reviewers understand nuance - and every verified record has a real person behind it. ResearchFleet gives that judgment the infrastructure it needs to work at scale.

AI Form Generator panel with JSON data sample input and a live preview of the generated review form

Transparent by design

Researchers see exactly what they're reviewing. Project owners see exactly what they're getting. Every answer is traceable, every decision is auditable. No black boxes.

Researcher activity log showing completed and skipped records with timestamps, demonstrating full auditability

Domain experts worldwide

Our reviewer network spans domains, languages, and backgrounds - bringing relevant context to your data. Find the right people for your specific dataset, wherever they are.

Researchers directory showing a reviewer profile with domain expertise tags including UX Research, NLP, and Surveys

Ready to trust your data?

Start verifying your datasets with human reviewers. No credit card required.