Build a project-specific team of vetted experts to evaluate your models and create high-quality training data in any domain.
Experts review model outputs, compare responses, score performance, and explain what needs to improve.
Get expert-created prompts, responses, rubrics, preference data, and edge cases for training and post-training.
Create domain-specific evaluation sets that measure model performance across releases and checkpoints.
We match you with professionals whose knowledge, experience, and judgment fit your specific requirements.
From technical and scientific fields to legal, financial, creative, and operational expertise, each cohort is built around your use case.
Describe your company and the AI flows you have that require expert evaluation and validation.
We identify and qualify experts who match your domain and requirements.
Experts complete the work according to your instructions, criteria, format, and timeline.
Work with professionals selected for relevant knowledge and real-world experience.
The expert cohort, task design, and deliverables are tailored to your project.
Receive consistent, organized data in JSONL or your preferred format.
AI models need more than general feedback. They need professionals who understand how real work is done, where mistakes matter, and what a strong answer should include.
Availability note: Project availability varies by field, specialty, location, and client demand. Joining the network does not guarantee an invitation, paid hours, or earnings.
Review AI-generated responses, score their quality, and explain how they can be improved.
Develop realistic prompts, expert responses, rubrics, and edge cases in your field.
Help create tests that measure how well AI performs on real-world tasks.
The Workbench works like a familiar chat. You see a user's question and the AI's answer. You rate the answer, point out what is wrong or missing, and explain why.
Project access and availability depend on client demand and performance.
RATE THIS RESPONSE
Earn up to $200 per hour, depending on your specialty and the project.
Complete projects from anywhere and organize the work around your availability.
Review the scope, requirements, rate, and deadline before deciding whether to accept.
Tell us about your professional background and area of expertise.
We review your credentials and experience through a credential check and structured interview.
Receive invitations when a project matches your expertise and availability.
Accept the projects you want and get paid for approved work.
Vetting and project availability depend on client demand. Joining the expert network does not guarantee immediate or ongoing work.