Long-horizon AI agents for workers' comp claims and underwriting.
Workers' comp files develop over days and weeks — and the workers' comp claims agent stays on the file the entire time: FROI intake, jurisdictional deadlines, compensability support, medical record summarization, return-to-work signals, and examiner handoff, one continuous run per claim. The workers' comp underwriting agent carries employer submissions from intake through classification, loss run review, and pricing prep.
One long-horizon agent per workers' comp function.
Each agent below owns every step of its function and runs uninterrupted for hours or days — inside your existing systems, until the work is finished and staged for human approval.
The workers' comp claims agent
One agent runs the claim from FROI to closure. It validates intake and matches the employer, tracks statutory deadlines by jurisdiction, ingests and summarizes medical records as they arrive, surfaces return-to-work signals, supports reserves, and keeps the examiner handoff package current — working the file uninterrupted for days as it develops.
The workers' comp underwriting agent
One agent takes each employer submission end to end. It supports class code application, reviews loss runs, and prepares pricing inputs for new business and renewals — running until the account is decision-ready.
Claims and underwriting workflows in workers' comp.
Every step below belongs to one agent's single continuous run — one long-horizon agent per function, working uninterrupted until the work is finished.
Claims workflows.
Every step below is automated by the single workers' comp claims agent in one continuous run — intake, summarization, file preparation, and routing for examiner approval inside your existing systems.
- 01FROI intake
- 02Injury data capture
- 03Jurisdiction deadline support
- 04Compensability review support
- 05Medical record summarization
- 06Return-to-work signals
- 07Reserve support
- 08Litigation / denial package
Underwriting workflows.
The workers' comp underwriting agent carries each submission through every step below in a single uninterrupted run — intake, extraction, risk summarization, and quote and referral preparation.
- 01Employer submission intake
- 02Risk classification
- 03Loss run review
- 04Pricing input prep
- 05Renewal review
How Layerup deploys here.
Operational details that matter when deploying long-horizon AI agents inside workers' comp operations.
- 01All US jurisdictions supported, with statutory deadline calendars per state.
- 02Designed for long-horizon files that develop continuously, not single moments.
- 03See the deeper workers' comp solution page for the full operational workflow set.
Explore other lines of business.
Layerup runs critical workflows across the insurance and financial services lines below.
Deploy long-horizon AI agents in your workers' comp operation.
Start with one function's agent. Prove the operational lift. Then expand by line of business or by department.