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The Marketplace for
AI Domain Experts.
Connecting real companies with verified human intelligence — faster, sharper, and smarter.
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.
Explore domains
— 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
How Liceum.ai Works
Skip the bidding. Start building with verified AI talent.
Hiring talent
Finding projects
01
Create your profile
02
Browse relevant projects
See tasks that actually match your skills.
03
Apply & collaborate
Connect with teams and align on expectations.
04
Deliver & get paid
Submit work, get sign-off, withdraw earnings securely.*
01
Post your project
Share your requirements, scope, and timeline.
02
Get matched with experts
Verified AI professionals apply. No bidding wars.
03
Connect & align
Discuss terms, confirm details, and kick off.
04
Review & pay securely
Approve delivery and pay with confidence.
// 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.
