Criterica Intelligence — 23,508 production models trained on 106M+ real court records
Financial Institutions
Expansion Market

Legal risk lives inside every credit decision. It is rarely quantified.

Every loan to a company with active litigation carries embedded legal exposure. Criterica makes it a modeled variable, not a footnote.

The Challenge

Legal outcomes move balance sheets. Credit models do not reflect that.

Every loan to a company with active litigation carries embedded legal risk. Distressed debt positions are often defined by their litigation trajectories. Law firm lenders are underwriting the performance of litigation portfolios. And yet in each of these contexts, the legal outcome component is treated as qualitative color rather than a modeled variable that belongs in the credit decision framework.

Criterica quantifies legal risk for financial decisions. Calibrated outcome probability for pending litigation, duration modeling for capital planning, and portfolio-level legal risk aggregation: applying the same quantitative rigor that credit models apply to financial variables to the legal variables that affect them.

Who We Serve
Banks
Legal exposure underwriting for commercial borrowers
Private credit funds
Legal risk in borrower portfolios, covenant monitoring
Distressed debt investors
Litigation-adjusted asset valuation, recovery path modeling
Family offices
Alternative legal asset investments, claim pool valuation
Specialty lenders
Law firm, claim, and judgment-backed lending infrastructure
Capabilities
LITIGATION-ADJUSTED CREDIT RISK

Quantify the legal exposure embedded in borrower portfolios.

Model the expected impact of pending litigation on borrower asset values and cash flows. Probability-weighted litigation exposure as a credit input, for underwriting, covenant monitoring, and portfolio surveillance.

DISTRESSED DEBT INTELLIGENCE

Know the litigation trajectory before you buy.

Outcome probability for the litigation that defines a distressed position's recovery path. Duration modeling for timeline-sensitive capital deployment. Data-driven entry and exit decisions, not qualitative case summaries.

LAW FIRM LENDING

Docket-level outcome modeling for litigation-backed receivables.

Underwrite law firm credit against the statistical performance of their active dockets. Concentration risk by case type and venue. Portfolio-level outcome probability for firms with contingency fee practices.

LEGAL ASSET VALUATION

Calibrated pricing for judgment-backed and settlement-backed instruments.

Outcome-weighted valuation models for legal receivables, settlement-backed instruments, and claim pools. Institutional-grade pricing infrastructure for an asset class that has historically lacked it.

Commercial litigation, bankruptcy, securities, and financial services enforcement coverage across federal circuits and state courts: the venues where financial institution legal risk concentrates.

Criterica serves banks, private credit funds, distressed debt investors, law firm lenders, specialty finance platforms, and family offices with legal asset exposure.