Finance Experts
Finance moves trillions of dollars a day, and its hardest problems aren't mathematical. They're human: judging risk under uncertainty and reading behavior in markets that keep shifting. AI can process huge amounts of financial data, but it has trouble telling which risks actually matter, and it breaks down when past patterns stop holding. Our finance experts are working to close that gap.
Our Finance Experts Work At
How Our Finance Experts Help Advance AI
Develop Frontier Problem Sets
Create challenging finance problems that today's leading AI models can't yet solve.
Evaluate Model Performance
Check AI outputs for accuracy and correct them to industry standards.
Annotate Finance Data
Label and structure training data with expert-level finance knowledge.
Assess Risk and Safety
Stress-test models to find failures, edge cases, and safety risks before users do.
For AI Companies
Building AI that needs finance expertise? Connect with us to access our community of experts.
Contact UsFor Finance Professionals
Put your finance expertise to work training frontier AI models.
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