01
Quality assurance by design
Layered review, calibration, and feedback loops help every annotation set meet the quality bar your model requires.
Overbrim / SME Network
Overbrim SME
Precision AI Training by Global Domain Experts.
01 / For Organizations
Human intelligence for better models.
AI systems become more useful when the data behind them is accurate, contextual, and carefully evaluated. Overbrim SME gives Organizations access to a global network of specialists and the operating discipline to turn their knowledge into dependable training data.
Design your expert pipeline →02
Deep domain matching
We match projects with experts who understand the vocabulary, nuance, and edge cases of your industry.
03
Secure project pipelines
Structured onboarding, controlled access, and clear project operations protect sensitive training data and expert work.
02 / Join the network
Your expertise can shape what AI understands.
We are building a trusted international network for professionals who want meaningful, flexible work at the intersection of their domain and emerging technology.
Apply as a SME ↗Apply globally
Tell us about your location, professional background, domain knowledge, and the kinds of projects where you can contribute.
Complete vetting
Our team reviews your experience, verifies relevant expertise, and uses practical assessments to understand your strengths.
Get matched
When a suitable AI annotation, evaluation, or model-training project opens, we connect you with the right scope and team.
Deliver with support
Clear briefs, quality guidance, and feedback help you do precise work and build a trusted track record in the network.