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The Marketplace for
AI Domain Experts.
Connecting real companies with verified human intelligence — faster, sharper, and smarter.
Hire with confidence.
Deliver with clarity.
Verified, skill-tested AI experts—matched through a clean, noise-free workflow
Verified Human Intelligence,
Not Noise.
Not Noise.
Every expert is identity-verified and signal-validated through real work, not resumes.
End-to-End Workflow
From task posting to delivery and payment, everything happens in one clear, controlled workflow
Assessment-Driven Talent
Candidates are evaluated on real, role-specific tasks so performance is proven before you hire.
No Bidding, No Chaos
Only qualified experts can apply. Eliminating bidding wars, noise, and race-to-the-bottom pricing
Mission Statement
Our mission is to make AI development trustworthy, human-led, and outcome-driven.
Liceum.ai connects teams with verified experts across the AI delivery lifecycle, enabling secure collaboration, skill-based assessment, and confident hiring so meaningful AI systems are built responsibly, efficiently, and at scale.
Experts Across Every AI Workflow
Whether you’re scaling model evaluation or managing human-in-the-loop operations, find verified specialists for your exact task type.
— Data Annotation —
Label and validate complex datasets in areas like medical, legal, geospatial, climate, scientific, and multilingual AI
— Content Moderation —
Review and classify content to ensure safety, policy compliance, and responsible AI outputs.
— LLM Evaluation —
Evaluate model outputs for reasoning quality, hallucinations, bias, and alignment using real-world test cases.
— MLOps —
Operationalize models through deployment, monitoring, evaluation pipelines, and performance tracking.
— Full-stack development —
Deliver AI features into real applications through APIs, orchestration, frontend and backend integration
// A Marketplace Built on Trust and Proven Expertise
Verified Professionals Only
Only identity-verified experts can apply, ensuring accountability from day one. No anonymous profiles. No unvetted participants.
// A Marketplace Built on Trust and Proven Expertise
Secure Data, Always
Your data stays protected at every step. Access is limited with clear boundaries and controls defined by you.
Trusted by AI Engineers & Teams
Building the Future
Building the Future
Domain expert
“Not having to compete on price made a huge difference. We could focus on the work instead of pitching ourselves”
Domain expert
“Projects here felt intentional. Instead of racing on price, we were evaluated on how well we understood the problem — which led to better collaboration overall.”
NeuroStack AI
“Having clear task scopes and verified experts meant we shipped faster without second-guessing quality. It felt like working with an extension of our own team.”
LexForge Labs
“We didn’t waste time filtering applicants. The first few experts we spoke to were already aligned with our domain and ready to contribute.”
Trusted AI talent for next-
generation initiatives.
From evaluation to engineering, work with experts you can rely on.
Find projects