Mass Litigation, Industrial-Strength
Large enterprises in financial services, e-commerce, healthcare, transportation, and telecom face thousands of substantively similar claims every year — labor disputes, consumer complaints, regulatory matters, small-claims litigation. Most in-house teams handle this volume with spreadsheets, intake forms, and senior associates pulled across hundreds of files. The result is delayed responses, missed fraud patterns, inconsistent positions, and excess settlement spending.
Lawra for In-House Litigation is a purpose-built service for the operational reality of mass litigation. We deploy AI agents that classify, value, and respond to claims at scale; integrate directly with court systems and your internal legal ERP; detect fraud across thousands of files; and generate first-draft defenses in minutes. Your senior counsel spends time on the matters that need judgment, not on triage.
What In-House Teams Achieve
Estimates based on industry benchmarks and pilot deployments. Actual results vary by claim complexity, jurisdiction mix, and existing process maturity.
Capabilities
An end-to-end operations platform for in-house litigation — built for departments that handle volume the way operations teams handle volume.
Automated Liability Calculation
Per-claim liability estimation based on facts, jurisdiction, claim type, precedent in your matter database, and your firm's settlement history. Settlement decisions become data-driven, not gut-feel.
Fraud Detection at Scale
30+ fraud-verification checkpoints applied to every claim: document tampering signals, duplicate-litigation patterns, anomalous claim values, repeat plaintiff networks, signature inconsistencies. Caught at intake, not after settlement.
Granular Case Classification
Every claim auto-classified by product line, claim type, value bracket, jurisdiction, and complexity. Your dashboards finally tell you which products generate which liabilities — and where the operational levers actually are.
Court System Integration
Direct integration with court systems (CNJ Brazil, PACER U.S., CGPJ Spain, others on request) for filing, case tracking, sentence retrieval, and deadline monitoring. No more manual docket checking.
Defense Brief Generation
First-draft defenses, motions, and responses generated from your firm's playbooks and the claim's specific facts. Senior counsel reviews and approves; the platform handles the boilerplate.
Multimodal Evidence Analysis
Beyond documents: audio recordings, video evidence, financial records, messaging-platform exports — all analyzed with the same evidentiary rigor and citation discipline as text. Critical for fraud cases.
How It Works
Discovery
We map your current claim flow, classify your matter mix, integrate with your legal ERP and court connections.
Build & Train
Custom workflows for your top claim categories, fraud-detection tuning to your matter patterns, defense playbooks codified.
Pilot
Run a defined claim cohort end-to-end through the platform with full senior-counsel review. Measure outcomes against baseline.
Scale
Roll out across the full claim volume with ongoing operations support, model curation, and quarterly performance reviews.
Who This Is For
Financial Services
Banks, fintechs, insurers, payments — high-volume consumer disputes, regulatory matters, small-claims litigation.
E-Commerce, Logistics, Telecom
Marketplaces, transportation, mobile carriers, delivery platforms — standardized consumer complaints at scale.
Healthcare and Regulated Industries
Healthcare networks, pharma, energy, utilities — regulatory matters, employment claims, product-liability volume.
Talk to Us About Your Claim Volume
Every engagement begins with a free 60-minute scoping conversation. We'll review your claim mix, current process, and integration landscape — and tell you honestly whether mass-litigation automation is the right fit and what realistic outcomes look like.
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