Legal Expert — Litigation AI Output Reviewer.

Legal Expert — Litigation AI Output Reviewer is a remote review track for evaluating AI outputs in litigation workflows. Reviewers grade citation accuracy, statutory reasoning, and policy adherence; flag risk; and document the corrected analysis so the modeling team can train on it.

Litigation content is judged on precision. AuraOne uses qualified legal and policy reviewers to grade AI outputs the way a senior associate would — with citations, severity tags, and the corrected reasoning alongside the original.

Evaluate legal, policy, compliance, privacy, and governance AI outputs for precision and risk.

• ↳Review AI outputs against current litigation statutes, case law, or policy for Legal Expert — Litigation AI Output Reviewer assignments.
• ↳Verify citations, jurisdictions, and dates against authoritative sources.
• ↳Flag risky reasoning, missed exceptions, and policy-adherence gaps with severity tags.
• ↳Capture the corrected analysis or memo paragraph so the modeling team can train on it.
• ↳Adjudicate disputed treatments against published authority or firm policy.
• ↳Maintain reviewer-quality scores in inter-rater calibration cycles.

• ↳Active or recent qualification in litigation or an adjacent practice for Legal Expert — Litigation AI Output Reviewer work.
• ↳Hands-on experience drafting, reviewing, or advising on real matters.
• ↳Comfort applying multi-page rubrics consistently across long batches.
• ↳Clear written reasoning that cites authority and names the rule being applied.
• ↳Reliable async availability for at least 10 hours per week.

$85–$120 / hr

Expected schedule: contractor, remote specialist work with program-defined task volume and review pacing.

• Legal research
• Citation review
• Statutory analysis
• Policy reasoning
• Litigation

AuraOne uses a shared specialist intake to confirm track fit, review readiness, and the best queue for your profile. Applications submitted from partner job boards carry the source, role, and category on the apply URL.