Criterica Intelligence — 23,706 production models trained on 475M+ real court records
Employment & Workforce Risk
Long-Term Market

Employment litigation is high-volume, enterprise-relevant, and among the most predictable categories in the corpus.

Termination risk scoring, EPLI exposure modeling, and class action probability for employers, insurers, and HR platforms.

The Challenge

Employment litigation follows patterns. Employers are not using them.

Employment litigation including wrongful termination, discrimination, harassment, wage and hour, and class action follows statistically identifiable patterns by industry, jurisdiction, employer size, and claim type. The companies with the most exposure are the least likely to have systematic prediction infrastructure. Most manage employment litigation reactively, after claims are filed. Criterica moves that window forward.

The statistical patterns are clear. Jurisdictions vary dramatically in plaintiff win rates. Certain claim types in certain industries carry outsized settlement exposure. Class action probability correlates with organizational and geographic factors that are knowable before any claim is filed. None of this intelligence reaches employers today. Criterica changes that.

Who We Serve
Employers
Employment litigation exposure, termination risk, class action probability
HR platforms
Embedded termination and dispute risk tools, compliance scoring
EPLI insurers
Employment practice liability modeling, claim severity prediction
Labor counsel
Case risk scoring, settlement strategy, outcome benchmarking
Gig economy platforms
Worker classification risk, dispute probability modeling
Capabilities
TERMINATION RISK SCORING

Quantify the litigation probability of employment decisions.

Outcome probability modeling for terminations by industry, jurisdiction, protected class status, and termination type. Know the statistical profile of the decision before it's made.

CLASS ACTION PROBABILITY

Early warning for wage and hour and discrimination class exposure.

Identify the organizational and jurisdictional factors that predict class action certification and success. The signal is in the data: most employers just do not have access to it.

EPLI MODELING

Employment practice liability pricing and reserve modeling.

Claim severity prediction for employment practices liability claims. Settlement band analysis by claim type, jurisdiction, and employer profile. Reliable reserve inputs for EPLI carriers.

SETTLEMENT INTELLIGENCE

Data-driven settlement strategy for employment disputes.

Settlement probability curves by claim type and case age. What does the historical distribution of outcomes say about this claim at this stage? Answer that question before you negotiate.

Employment litigation coverage across federal circuits and all major state court jurisdictions. Wage and hour, discrimination, harassment, wrongful termination, and class action outcome records drawn from real filed cases.

Statistics shown reflect historical or illustrative model outputs derived from real case data. They are not predictions or guarantees of any individual outcome. Litigation results depend on facts, jurisdiction, judge, and counsel, and vary case by case. Model accuracy is subject to selection effects and changing legal dynamics.

Criterica serves self-insured employers, HR technology platforms, EPLI carriers, labor and employment law firms, and workforce analytics companies.