Workers-comp & disability claims

Workers-comp and disability claims are multi-party, multi-month, money-moving processes; insurers and TPAs bleed on administrative cost and claim leakage.

Vitals (seed — unverified): market: large claims-admin spend · high claim volume · buyer: carriers / TPAs / employers · model: subscription or per-claim · whitespace: ★★☆

Research status: queued

Seed thesis only — not yet researched to evidence standard. Every claim below is a SPECULATIVE starting hypothesis to be verified, sharpened, or killed during the deep dive.

Seed thesis

• The mess: Per-state regulated workflows; medical/legal document assembly; multi-party coordination over months; leakage from missed steps.
• Why now: Legacy claim systems and manual admin; agents can drive the long-running, regulated workflow and catch leakage.
• The money: Admin-cost reduction + leakage recovery; large recurring spend.
• Whitespace: Underserved by AI-native actors; legacy claim platforms dominate.