Train AI, Shape the Future of Law
The models shaping the future of AI are only as rigorous as the legal experts behind them. Apply your expertise where it matters, and get paid to do it.
As seen on
This is not busywork.
The most advanced language models still hallucinate case holdings, misapply standards of review, and invent statutory provisions. You're the legal filter that catches what machines can't — one annotation at a time.
Three steps.
No overhead.
Apply & Qualify
Complete a short legal reasoning assessment. We evaluate your ability to identify flawed arguments, apply correct standards, and distinguish good law from bad. No resume required — your analysis speaks.
Get Matched
Based on your background and assessment results, you're matched to projects in your areas of strength. Constitutional law, contracts, torts, IP, criminal law, regulatory — you choose what fits.
Work & Get Paid
Complete tasks on your own schedule. Each task has clear specifications and a defined scope. Payment is per-task, processed weekly, starting at $50/hour.
What you'll actually do.
Write a prompt
Craft precise legal prompts designed to probe the boundaries of model reasoning — not trivia, but questions that expose flawed legal analysis, misapplied doctrines, and invented authorities.

Review AI output
Evaluate model-generated solutions line by line. Identify logical gaps, missed edge cases, and incorrect theorem applications.

Write the correct solution
Author a complete, rigorous solution that demonstrates the correct reasoning path. This becomes a training signal.

Where models need you most.
These are the areas where current AI systems consistently struggle. Your expertise directly addresses the hardest open problems in legal reasoning.
Constitutional & Administrative Law
Evaluate AI reasoning about fundamental rights, separation of powers, judicial review standards, and administrative agency authority. Verify claims about precedent, standards of scrutiny, and constitutional interpretation.
Contract & Commercial Law
Review model outputs on contract formation, UCC provisions, breach remedies, and commercial transactions. Catch misapplied doctrines, confused consideration analysis, and incorrect damage calculations.
Criminal Law & Procedure
Assess AI-generated analysis of criminal elements, defenses, and procedural protections. Verify mens rea classifications, constitutional criminal procedure, and the interaction between substantive and procedural rules.
Tort & Civil Liability
Evaluate reasoning about negligence standards, strict liability, causation chains, and damages. Identify misapplied duty analyses, confused proximate cause tests, and errors in comparative fault calculations.
Intellectual Property & Regulatory
Review model outputs on patent, copyright, and trademark doctrines, as well as regulatory compliance frameworks. Verify fair use analyses, obviousness determinations, and regulatory interpretation.
Paid to contributors
Expert annotators
Annotations completed
Built for people who think in precedent.
Law Students
JD and LLM candidates with strong doctrinal foundations and legal writing skills.
Practicing Attorneys
Licensed attorneys looking for flexible, intellectually engaging work outside billable hours.
Legal Academics
Law professors, fellows, and researchers applying scholarly analysis to AI training data.
Judicial Clerks
Current or former clerks with experience in legal research, opinion drafting, and case analysis.
Around the web
People love the work.
A few threads from contributors who’ve been at it for a while.
u/NameGivenMe
Critical thinking and explication
I love Dataannotation! They are paying me to do both; to trainthese faculties and enjoy the process.
I'm getting paid more to make them shaper than ever andinform the course of possibly the most consequentialdevelopment in history: Artificial Intelligence!
u/Explorer182
Rubric work
Hate to say this, but rubrics are my favorite.
I know. When im doing them they make my brain go crazy, yet i miss them when not around.
u/C_Gull27
Working in math
The one where I get to work in the subject I enjoy and applied to the site for (math)
Data Annotator
Productive, Flexible, and Good Pay
“The pay is very competitive and more than enough for the work I produce.”
u/OhLemons
Fact-checking and research
I really enjoy fact-checking.
Researching different topics is really fun, and it's easy to spend a full day working on these projects because the topics can vary so much.
Ai data annotator
Glassdoor
“The project assignments can be really interesting are often fun, and can usually be done any time of day or night.”
My experience has been nothing but positive so far.
Victor Bizuett
Legit company
“Legit company, tasks are complex enough and most of the time they are quite fun to accomplish”
u/Traditional_Big2860
I love DA!
Last week I decided to take the coding assessment and got accepted within a day, now after 5 days of work I've surpassed 1k!
I still can't believe this. I'm really grateful.
u/LegendNumberM
Making models fail
I like the projects where I make prompts to make models fail.
I love seeing the subtle to downright hazardous ways these models fail to do as expected.
u/Dangerous_Darling
Learning through fact-checking
Same. Love fact-checking. And I learn so much!
u/Dangerous_Darling
100k club
.png)
Woooooooooooo hit the 100k club last week, but I waited to post until my paid out also hit 100k!
Thanks DAT, I've been able to live an awesome life because of this job.
Frequently Asked Questions
Have questions? Here we answer the most common questions.
You'll work on tasks that help AI perform better, like reviewing responses, checking accuracy, refining prompts, and rating outputs. No coding or technical background needed.
Projects vary but commonly include reviewing AI-generated text, ranking responses, checking facts, labeling data, and reviewing content in specific subject areas. All focused on improving real production AI systems.
This is ideal for people with strong reasoning skills, attention to detail, and subject-matter expertise who want flexible, remote work with real impact. Researchers, students, professionals, and independent contributors who enjoy analytical work and want to contribute to advancing AI systems.
This is a flexible, task-based contractor role. You work remotely on your own schedule, focused on output quality rather than hours logged. There is no long-term commitment required, and you can work as much or as little as you choose.
Get ahead in a changing workforce.
No recruiters. No interviews. Just meaningful work and real compensation.
.png)
.png)
.png)
