Work with leading AI labs
Your expertise trains the world's best AI.
Fana matches verified domain experts with leading AI labs for high-quality, well-paid work.
What Fana does
The best AI models aren't built on crowdsourced guesses. They're built on expert judgment, applied in real workflows, validated at every step, and delivered to the labs pushing the frontier.
Fana sits between domain experts and frontier AI labs as more than a marketplace. We design the task environments, vet the outputs, and ensure the data we deliver actually moves model performance. That's what separates us from a labeling platform.
If you have deep expertise in your field, Fana puts it to work in ways that matter. Not clicking through static tasks, but doing real work inside environments built to produce research-grade outputs.
The research behind the data
Real environments. Real tasks. Real judgment.
Frontier models have outgrown static datasets. The next gains come from environments that behave like the real world, tasks that demand real reasoning, and grading that knows right from merely right-looking. That’s the research we do at Fana.
Simulated environments.
We rebuild the actual workflows of a field, its tools, constraints, and decisions, so models meet the conditions they’ll face in deployment.
Expert-authored tasks.
Every task is built by a verified expert to separate true competence from confident guessing, with a clear spec and difficulty calibration.
Verifiable rubrics.
Our experts turn professional standards into structured rubrics, defining correct answers and failure modes, so subjective expertise becomes reliable reward signal.
Why Fana
More than a marketplace.
A network that works for you.
Learn alongside peers.
Access curated resources, articles, and courses relevant to your domain. The work should make you sharper, not just busier.
Connect with experts in your field.
Every verified member is in industry. Compare notes, find collaborators, and build relationships that extend well beyond any single project.
A community, not a transaction.
Most platforms match you to work and disappear. Fana gives you a professional home with ongoing visibility, peer recognition, and opportunities that come through the network.
How it works
Fast to start. Built to last.
Apply
Create your profile, upload your resume, and submit. Takes about 2 minutes.
Get verified & matched
Complete a short, domain interview in your field. Verified experts are surfaced to projects from leading AI labs.
Get paid & build your track record
Every project adds to your profile. The labs you work with can see your history, which opens doors to better projects and potentially full-time offers.
Top 4%
Acceptance rate. Most applicants don't make it through
412
Verified experts across 23 domains
100%
On-time payouts, every project
“Fana gives us confidence in every engagement. The domain depth is unlike anything we've seen from other research vendors.”
“I've worked with a dozen data platforms. Fana is the only one where I feel like a professional, not a contractor.”
Common questions
Questions & answers.
Your expertise is
worth more than you think.
Join verified domain experts who are shaping the next generation of AI, and getting paid to do it.
Apply now →