🔥 Just Released: 250+ AI Marketing Prompts

Get Free Library

Expert Human Feedback for LLM Evaluation & Training

We connect you to our global network of 250,000+ vetted business professionals — marketers, lawyers, accountants, and more — who review LLM outputs and deliver feedback to improve your model.

Start Hiring

Global Network of Vetted Experts — Ready to Evaluate Your AI

We’ve hand-built a curated network of 250,000+ business professionals across key domains — all screened through rigorous skills-based and soft skills assessments. Only the top 5% are selected.

Build Your Human Feedback Team in 30 Days

Available Expertise:

  • Legal — Contract law, compliance, policy review
  • Finance — Accounting, analysis, reporting logic
  • Marketing — Tone, brand consistency, customer messaging
  • Sales — Conversational AI, objection handling, B2B alignment
  • HR — Performance review prompts, policy alignment, sensitive language
  • Product — UX writing, feature descriptions, structured reasoning
  • Operations — Workflow automation, SOP adherence, edge case handling

Why AI Teams Love Us

Domain-Experts

Domain experts, not generalist. Only the top 5% of applicants are accepted into our vetted global network.

Speed

Build and launch your expert feedback team in 30 days or less.

Flexibility

Scale up or down based on project needs - no long-term commitments.

Cost-Efficiency

Access global talent from regions like the Philippines, South Africa, and Latin America.

No HR Admin Burden

We handle compliance, payroll, and benefits to pay our global domain-experts.

White-Glove Delivery

Dedicated project managers ensure high-quality output and clear communication.

How it works

  1. You set the goals — scoring outputs, fine-tuning support, or evaluation.
  2. We build your team of domain experts — pre-vetted, trained, and ready to scale.
  3. We deliver structured feedback — with scores, comments, and insights you can act on.
  4. You improve your model — faster, safer, and more cost-effectively.

Use Cases

Trusted experts embedded in your AI workflow — helping you:

  • Review and improve model outputs
  • Stress-test edge cases and failure modes
  • Align tone, accuracy, and brand voice
  • Generate high-quality prompt/output data
  • Support red teaming, fine-tuning, and QA cycles

Let Real Experts Help You Improve Your Model

AI needs human domain expertise.
We connect you with vetted professionals who evaluate, score, and provide feedback on LLM outputs — so you can fine-tune faster and more effectively.

Ready to get started?

Start Hiring