Criterica Intelligence — 23,706 production models trained on 475M+ real court records
Flagship Diagnostic

See the variance before it costs you.

A Portfolio Intelligence Audit runs the Criterica model fleet against a funder's own historical and active portfolio to reveal underwriting variance, attorney concentration, case-type performance, duration distortion, pricing leakage, and monitoring gaps, using 23,706 production models trained on 475M+ real court records.

The Variance Language

The audit does not claim every contractual yield variance equals an avoidable loss. Some matters may still be profitable. The value is identifying which variances were foreseeable through better intake scoring, pricing, duration modeling, concentration controls, and monitoring.

What the Audit Contains

Ten sections, each tied to a decision you make about the book.

01
Portfolio Overview

A structured map of the book: case count, capital deployed, active versus closed, distribution by firm, attorney, case type, jurisdiction, and vintage. The baseline every other section measures against.

02
Return Analysis

MOIC and IRR where close and agreement dates are reliable, estimated IRR where dates need enrichment, and dispersion by firm, attorney, case type, jurisdiction, and duration. Returns measured, not assumed.

03
Contractual Yield Variance

The gap between expected contractual yield and realized yield, expressed as variance rather than loss. Some matters with variance remain profitable. The section isolates which variances were foreseeable.

04
Concentration Risk

Exposure by firm, attorney, case type, and geography, plus active-exposure rollups and hard-stop thresholds. Identifies where a single counterparty or venue carries more of the book than the controls assumed.

05
Attorney / Firm Performance Bands

Counsel ranked into performance bands against a jurisdiction-matched benchmark, controlling for case type and venue. Separates genuine performance from favorable case mix.

06
Pricing & Duration Mismatch

Where intake pricing diverged from modeled risk and where realized duration exceeded the duration assumed at underwriting. The two distortions that quietly erode IRR over a fund life.

07
Monitoring Failures

Matters that should have triggered an alert before they deteriorated: missed settlement windows, adverse rulings, and dormancy that ran past the point where intervention was still possible.

08
Origination Quality

Which origination sources produced stronger or weaker outcomes once controlled for case type and venue. Tells you where to widen intake and where to tighten it.

09
Operational System Gaps

Data-field gaps that limit measurement: missing agreement dates, missing loan-level records, inconsistent close dates, and fields that should be structured but are stored as free text.

10
Recommended Intelligence Controls

A concrete control set: advisory thresholds, hard stops, pricing rules, monitoring alerts, attorney concentration caps, and case scoring rules. The findings translated into operating policy.

Engagement Tiers

Three depths, one diagnostic.

01 · Express
Automated scoring with a faster turnaround.

The Criterica fleet scored against your portfolio export with the headline findings returned quickly. Return dispersion, concentration flags, and the foreseeable-variance cases, without the full sectioned write-up.

02 · Standard
The full sectioned report.

All ten report sections, end to end. Portfolio overview through recommended intelligence controls, with each finding tied to the cases and counterparties behind it. The complete diagnostic.

03 · Deep
Standard, plus an on-site readout and re-underwriting.

Everything in Standard, plus an on-site readout, re-underwriting of the flagged matters against current models, and a board-ready deck built from the findings. For committees that need to act on the result, not just read it.

Best-Fit Clients

Who gets the most out of it.

01
Litigation Finance & Legal Asset Investors
Own and price legal-risk portfolios directly.
10.0/10
02
Insurance Carriers & Claims
Reserve against litigation propensity and settlement timing.
9.5/10
03
Financial Institutions & Private Credit
Lend against legal assets and recovery timelines.
9.0/10
04
Enterprise Legal Departments
Manage a matter portfolio and panel of outside counsel.
8.5/10
05
Law Firms
Benchmark case mix and counsel performance.
8.0/10
06
Legal Technology Platforms
Embed portfolio scoring inside an existing product.
8.0/10
07
Healthcare & Medical-Legal
Score provider-level and claim-type liability exposure.
7.5/10

This is a premium diagnostic for buyers who own, price, fund, insure, manage, or benchmark legal-risk portfolios. The sequence is deliberate: capital first, claims second, enterprise legal third, law firms fourth.

What it is worth

Put a number on the foreseeable variance.

Move the inputs to match your book. The figure is the foreseeable contractual yield variance an audit works to identify earlier. It is illustrative, not a returns promise.

Active book$200M
Foreseeable variance3%
Foreseeable contractual yield variance the audit works to surface earlier, through intake scoring, pricing, duration modeling, concentration controls, and monitoring.
$6.0M
Illustrative only. Not every variance is an avoidable loss, and some matters remain profitable. The audit quantifies the actual figure against your own book.
Request a Portfolio Intelligence Audit.
Bring your portfolio. We run the models against your own book.