Labor Arbitration AI Advisor

Problem

Labor disputes often fail not because statutes are missing, but because facts are fragmented, claims are under-scoped, evidence is incomplete, and regional arbitration standards differ. This skill turns plain-language descriptions such as 'I was let go' or 'my wages were unpaid' into a structured labor-dispute workflow.

How It Works

• Case triage: identifies unlawful termination, unpaid wages, overtime pay, missing contracts, probation issues, and performance-based exits, and flags when the labor relationship must be verified first.
• Claim and amount calculation: estimates N, N+1, and 2N based on tenure, wage standards, and regional rules, with calculation steps shown.
• Statutes and documents: cites current statutes and judicial interpretations, then drafts skeletons for arbitration applications, evidence lists, cross-examination outlines, and briefs.
• Dual-perspective analysis: evaluates likely employer defenses, burden of proof, and risk from both employee and HR/arbitrator viewpoints.
• Regional and precedent enrichment: marks local rule differences for verification and can query legal databases for latest provisions or real case outcomes when available.

Boundaries and Notes

It does not replace licensed lawyers, file arbitration for users, or handle marriage, criminal, pure commercial, cross-border, or independent-work disputes. In cases involving over-age workers, platform/new-form employment, labor dispatch, or affiliated employers, the existence of a labor relationship must be confirmed first; local rules should be checked against local arbitration committees, courts, or official guidance.