Expert Platform

Put your expertise
to work on AI.

Use your subject knowledge, language skills, or careful judgment to evaluate AI and improve the data behind it. GroundTruth matches qualified contributors to paid project work.

What you’ll work on

Human judgment for better models and better data.

Assignments vary by project. Some require deep subject expertise; others reward careful reading, consistent decisions, and close attention to detailed guidelines.

01

Evaluate model responses

Review, rate, or compare AI outputs for correctness, relevance, clarity, and other project-specific criteria. Explain your judgment so failures can be understood and fixed.

02

Build evaluation material

Write challenging prompts, reference answers, grading rubrics, or test cases grounded in your field. The goal is to measure capabilities that matter in real use—not trivia.

03

Review multimodal data

Inspect text, images, audio, or video against a clear specification. Identify incomplete, unusable, or incorrectly labeled data before it reaches training or evaluation.

04

Audit quality

Review completed work, resolve disagreements, and flag ambiguous instructions or edge cases. Your feedback helps the whole reviewer group become more consistent.

How it works

From profile to project work.

We qualify people for the work each project actually requires, then provide the guidelines and calibration needed to contribute confidently.

  1. 01

    Create your profile

    Tell us about your education, work experience, languages, and subject areas.

  2. 02

    Complete screening

    Take skills or project-specific assessments when they are required for a role.

  3. 03

    Match with a project

    If your profile fits an active project, we’ll invite you to its onboarding and calibration.

  4. 04

    Contribute and improve

    Complete assigned work, receive quality feedback, and get paid under the project terms.

Project availability depends on client demand, your domain, and qualification results. Completing an application or assessment does not guarantee immediate work.

Who should apply

Expertise takes more than one form.

We work with subject-matter experts for technical and domain-specific evaluations, and with strong generalist reviewers for language, multimodal, and data-quality projects.

Whatever your background, the essentials are the same: sound reasoning, clear written explanations, consistency, and the ability to follow a detailed rubric.

  • Finance & accounting
  • STEM & coding
  • Languages & writing
  • Research & analysis
  • Generalist review
  • Multimodal data
Join GroundTruth

Bring your judgment to better AI.

Create a profile so we can understand your skills and contact you when suitable project work becomes available.