Criterica Intelligence — 23,706 production models trained on 475M+ real court records
Real Estate & Construction
Long-Term Market

Large disputes define project economics in real estate and construction. Most are avoidable. None are currently predicted.

Dispute probability modeling, claim severity prediction, and regulatory outcome intelligence for capital-intensive regulated industries.

The Challenge

Construction and real estate disputes are predictable. They are not being predicted.

Disputes in construction and real estate follow patterns that are statistically identifiable: by project type, contract structure, jurisdiction, and counterparty profile. Yet the industry treats litigation as an event that happens to it rather than a risk that can be quantified, mitigated, and priced. Criterica brings outcome intelligence to disputes before they become litigation.

The firms that price legal risk correctly have a structural advantage in bidding, contracting, and capital deployment. The data to do this has existed for decades in court records that no one has aggregated and modeled at scale. Criterica has done that work.

Who We Serve
Construction firms
Dispute probability, claim severity, contract risk scoring
Real estate developers
Litigation exposure by project type and jurisdiction
Infrastructure funds
Project legal risk, regulatory enforcement probability
Surety / bond providers
Claim probability modeling, obligee risk scoring
Municipal contractors
Regulatory and dispute outcome modeling
Capabilities
DISPUTE PROBABILITY

Which projects are most likely to generate claims?

Predict dispute probability by project type, contract structure, and counterparty profile, before construction begins. Price the risk, manage the exposure, or walk away with data to support the decision.

CLAIM SEVERITY

Reliable outcome modeling for disputes in litigation.

Expected value modeling for construction and real estate disputes in litigation. Resolution timeline prediction. Settlement band analysis by venue and case type.

REGULATORY EXPOSURE

Environmental, zoning, and compliance enforcement risk.

Enforcement action probability and severity for construction and real estate regulatory exposure. Which permitting decisions, zoning challenges, and environmental actions historically generate the most costly litigation?

CONTRACT RISK SCORING

Risk-adjusted contract terms before execution.

Score contract risk based on the historical dispute rate of similar terms, counterparty profiles, and jurisdiction. Know what you're signing before you sign it.

Construction, real estate, and infrastructure dispute records spanning federal and state courts across multiple jurisdictions. Regulatory enforcement data from environmental, zoning, and municipal agencies.

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 general contractors, real estate developers, infrastructure funds, surety providers, and public construction agencies.