Overview

AI-powered development for high-volume litigation

Pattern's development tools help firms analyze complex medical and exposure data, verify completeness, and ensure every case meets evolving MDL and settlement standards.

With automated record review, validation, and valuation modeling, Pattern turns unstructured records into a structured, compliant case profile that carries forward into settlement.

Strengthen case
Strengthen case quality through verified data
Identify and resolve
Identify and resolve evidentiary gaps early
Simulate valuation
Simulate valuation to guide strategy
Maintain compliance
Maintain compliance as court requirements evolve

How it works

Comprehensive record analysis and data validation

Pattern reads and structures case records using AI trained for mass tort litigation. The system extracts treatment details, product use, and injury references, cross-checking each case against litigation-specific rules and MDL criteria.

Record analysis and data validation

Key capabilities

Everything you need to strengthen and verify cases

Pattern simplifies complex case development by automating critical review and validation steps.

Data Extraction
Data Extraction

Pulls treatment history, exposure, and injury data from records.

Gap Detection
Gap Detection

Flags missing or incomplete documentation.

Compliance Review
Compliance Review

Checks cases against MDL and settlement requirements.

Valuation Simulation
Valuation Simulation

Models potential outcomes based on known litigation factors.

Development Score
Development Score

Measures completeness and compliance readiness.

Compliance and valuation

Track progress and compliance with confidence

Pattern provides real-time visibility into development status and potential case value across your entire inventory. As new court orders, risk factors, or documentation rules are released, every case is automatically rescored against the updated criteria.

Includes:
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Development Score & Valuation Simulator
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Evidence Lenses
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Compliance Tracking Reports

Stronger cases come from better visibility, not more manual work

Firms using Pattern eliminate bottlenecks, reduce manual rework, and file stronger, more compliant cases. With a complete view of each case’s strength and readiness, teams can prioritize resources, improve bellwether selection, and reduce submission risk.

Data
Data
Validation
Validation
Strategy
Strategy
Settlement Readiness
Settlement Readiness

Part of one connected platform

Development builds directly on the verified data and insights established during the Screening stage. As cases advance, complete case profiles move seamlessly into the Settle stage, ensuring consistency from intake to submission.

Part of one connected platform

Questions about case development or valuation?

Find answers about how Pattern analyzes medical records, verifies completeness, and ensures ongoing compliance with litigation standards.

Build cases that are ready to settle, not just ready to file

Request a demo to see how Pattern helps firms analyze records, fill gaps, and model valuations to prepare complete, ready-to-file cases with confidence.