We provide qualified human expertise and a verified data infrastructure to evaluate, improve, and align AI models across healthcare domains.
Each expert’s profile spans education, work history, scientific output, and verified credentials.
Data is cross-validated through 30+ U.S. and 100+ global sources to ensure every expert is real, qualified, and relevant.
Experts worldwide
What’s inside an expert profile
Education
Institution, faculty, and program — each tiered by public information, prestige and admission difficulty.
Work history
Full career timeline with experience, patient volume, and condition mix. Workplaces ranked in tires.
Scientific contribution
Publications, peer-review status, citation impact, and journal tier — verified through institutional links.
References
Peer and patient feedback analyzed to confirm clinical reliability.
Licenses & training
Ongoing NPI and state license checks to ensure active, compliant experts.
Languages
Verified proficiency based on education, country of practice, and public records.
Other work
Participation in trials, NHS or government-funded research, and specialty programs.
Every expert completes structured AI training combining general education with project-specific courses — ensuring they understand how models learn, how to evaluate outputs, and how to write meaningful justifications.
Training process
1
General AI training
Soft exam to verify understanding
Experts selects a project
2
Category & project onboarding
Learn rubric logic & pass short applied exam
3
Project specific training
Pass final exam to unlock access
1
Lumos handles the sourcing, vetting, and qualification. You manage experts in your own environment.
Ideal if you already have internal infrastructure or custom workflows.
Includes
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Credential and background verification
Interview and qualification process
Project training
2
Host your evaluations, data labeling, and human-in-the-loop workflows directly in Lumos.
We handle quality assurance, anti-cheating, and analytics — you focus on outcomes.
Includes same as above plus
Support of all modalities and outputs
Quality control
Anti-cheating
Audit-ready logs
Our platform capabilities
We charge a service fee on expert hours — 10% during pilot, 15% at scale. No hidden costs, no minimums, and full transparency on expert pay.
Start with a pilot
Lower entry cost for validation and setup
Transparent pricing, no hidden fees
Expert onboarding and operational support
Launch in 24–48 hours
Scale as you grow
Unlimited scale — pay only for active hours
Flexible hourly rates based on your input
Volume discounts with long-term commitment
Dynamic expert pay tied to task complexity and speed
Just $49/month flat fee
Post a job on the platform — get 10 guaranteed applications. No calls. No vetting. No training. Just sourcing. A lightweight option for teams who just need applicants fast.
Guaranteed 10+ applications per job
3 job posting per month
No vetting
No training or quality control