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

The regulated outcomes intelligence backbone.

Atlas is not an application. It is the operating infrastructure beneath every Criterica Intelligence product — the data architecture, model fleet, decision logic, and workflow layer that regulated capital markets need to act on legal outcomes with confidence.

Platform Capabilities

A full deal-flow and portfolio management platform, built on the model fleet.

01
IC Memo — Autonomous UW Report

A 9-section, bank-grade Investment Committee memo generated automatically for every case. Executive Summary through Recommendation — including legal merits analysis, judicial intelligence, financial projections, and settlement analysis. Auto-computes APPROVE / CONDITIONAL / DECLINE. Print-ready for board presentation.

02
Intelligence Panel

Embedded in every case: Win Probability Card with comparable case distribution, Comparables Card (P25/P50/P75/P90 from real cases), Judge Profile Card with ruling patterns, Strategy Paths Card, and Settlement Zone Card. Full predictive context at the point of decision.

03
Servicing Automation

A multi-stage automated servicing cadence: structured outreach, per-case reply matching to docket, and automatic cadence reset on response. Portfolio servicing that runs without manual intervention.

04
Risk Signal Command Center

Five live panels: score deterioration, escalation queue, unresponsive matters, stale cases, and unscored intake. Real-time portfolio risk monitoring with signal feed and servicing alerts in the executive dashboard. Know what needs attention before it becomes a problem.

How It Works

From intake to portfolio monitor in four steps.

01
INTAKE

4-step structured intake: Client, Legal, Funding, Review. Captures jurisdiction, NOS code, parties, counsel, damages, and procedural posture.

02
SCORE

Live scoring against the production model fleet. Win probability, settlement curve, duration, damages range, and risk band — computed at submission.

03
DECIDE

IC Memo auto-generated. Intelligence Panel populated. Underwriting queue updated. Recommendation surfaced with full audit trail for committee review.

04
MONITOR

Automated servicing cadence activates. Risk signals tracked. Portfolio score bar and capital utilization updated in real time as the case progresses.

Atlas Architecture
01
Atlas Ontology

The structured map of every entity, relationship, and event type across regulated outcome markets. Judges, courts, attorneys, cases, venues, firms, outcomes, claims, financial flows — defined with precision so models speak the same language across jurisdictions, case types, and time.

02
Atlas Data Layer

Ingestion, normalization, deduplication, enrichment, and lineage tracking for real court records. Every record has a source ID, timestamp, jurisdiction, and chain of custody. No synthetic augmentation. No proxies. Real adjudication data only.

03
Atlas Model Layer

Production models covering outcome, duration, severity, recovery, behavior, venue, judge, claim-type, and pricing. Every model is jurisdiction-specific. Every model is tested against real outcomes before it goes live. The layer that converts structure into prediction.

04
Atlas Decision Layer

Converts model outputs into recommendations, risk flags, rankings, and actions. A litigation finance fund manager sees a funded/unfunded recommendation. An insurer sees a reserve adequacy signal. An enterprise legal team sees outside counsel performance rank. Same underlying intelligence, routed to the decision context.

05
Atlas Workflow Layer

Routes decisions into underwriting queues, claims workflows, case management platforms, settlement pipelines, and capital allocation systems. Atlas does not require you to change your workflow — it embeds into the workflow you already have.

06
Atlas Audit Trail

Every score, flag, recommendation, and alert is fully explainable. Atlas records the model version, training data vintage, feature weights, and decision pathway for every output. Institutional buyers need to explain their underwriting decisions. Atlas makes that possible.

07
Atlas API

The integration surface for partners, funders, insurers, courts, enterprise systems, and legal technology platforms. RESTful, documented, versioned. Prediction infrastructure embedded in systems that already run your business — not a parallel workflow that competes with it.

Positioning

Everything plugs into Atlas.

Criterica Intelligence operating modules — Underwrite, Monitor, Resolve, Capital IQ, Claims IQ, Litigation IQ — are all Atlas-native. They consume Atlas data, run Atlas models, surface Atlas decisions, and write back to Atlas on every outcome.

The platform compounds with each engagement. Every audit, every underwriting decision, every resolved case makes Atlas smarter. Data network effects — real ones, not a marketing claim.

The API response.

Your engineers integrate it in a day.

One POST, one response. Plaintiff win probability, settlement curve, case duration, damages range, risk band, and a recommendation — structured JSON your systems can act on without interpretation.

Request
POST /v1/atlas/score
Authorization: Bearer <api_key>
{
"case_id": "CC-2847",
"case_type": "med_malpractice",
"jurisdiction": "nysd",
"filing_date": "2024-09-12",
"plaintiff_counsel": "firm_id_8821",
"defendant_type": "hospital_system",
"claimed_damages": 2500000
}
Response 200 OK
See Atlas in action

Request a demo for your fund
or institution.

Walk through the IC Memo, Intelligence Panel, and Risk Command Center with your own case data. No commitment required.
Request a Demo

See Atlas in your data.

Start with a diagnostic audit using your own portfolio.

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.

Atlas · Reporting Suite

30+ integrated reports — built into every Atlas deployment.

Every report pulls live from the portfolio. No export, no assembly. From LP waterfall to judicial exposure — the output exists the moment the data does.

Portfolio
Portfolio Summary
Capital Velocity
Vintage Analysis
Concentration Risk
Adverse Events Log
Pipeline Funnel
Risk
Stress Test
Score vs. Outcome
Loss Development
Risk Exposure
Watchlist Exposure
Score Delta Report
Judicial
Judge Exposure
Circuit Intelligence
Venue Differential
Counterparty Credit
Geographic Distribution
Firm Scorecard
Capital
LP Waterfall
Fee Yield
Cash Flow Forecast
Borrowing Base
Disbursement Log
Capital Attribution
Specialty
Settlement Forecast
Duration Analysis
Mass Tort Summary
Governance Exposure
Model Calibration
Morning Brief Archive
Atlas · Role-Based Dashboards

Five dashboard roles. Each sees exactly what it needs.

Atlas is not a single interface. The same data layer powers five purpose-built views — each scoped to a distinct role and decision context.

Litigation Funder
Underwriting & IC Memo
Portfolio Health
Risk Signal Feed
Servicing Automation
LP Waterfall Report
Morning Brief
Insurer
Reserve Modeling
Defense Score
Judicial Exposure
Mass Tort Summary
Settlement Forecast
Loss Development
Law Firm
Judge Intelligence
Venue Differentials
Counterparty Profiles
Outcome Probability
Circuit Intelligence
Case Timeline
Enterprise Legal
Portfolio Exposure
Outside Counsel Benchmarks
Regulatory Risk
Governance Exposure
Concentration Scoring
Stress Test
LP / Investor
LP Report
Waterfall Modeling
Capital Attribution
Vintage Analysis
Cash Flow Forecast
Fee Yield