Criterica Intelligence — production models trained on real court records, not synthetic data
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.

Ask about facility surveillanceCriterica Portfolio on the collateral pool
Validated on later periods
Models are tested on cases they never saw
Calibration reviewed
A stated likelihood means what it says
Traces to the record
Every answer links back to the filed record
Same file, same number
Rerun a file and the answer does not move
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. Reliable 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

Reliable 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.

Financial Institutions: entry offer

A facility is only as good as the matters behind it, and those matters change after closing.

Entry offer · On the menu

Monitor and ReScore as facility surveillance

Standing surveillance of the matters behind a facility, re-scored as stage and venue facts change.

Ask about facility surveillance

Criterica Portfolio on the collateral pool →

Sell or syndicate a book →

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

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

Read the Q3 2026 outcomes brief for Financial Institutions →
FAQ

Financial Institutions: questions

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