Operational Intelligence for
Insurance Defence Litigation
Purpose-built for panel law firms defending blue-chip insurers. GAAS LAW delivers the operational clarity, consistency, and audit confidence that insurer-panel relationships require.
The Operational Reality
Volume & Velocity
Panel firms handle thousands of insurance defence matters annually. High-volume, evidence-heavy claims—particularly noise-induced hearing loss, military injury, and industrial disease—require consistent methodology, rapid medical review, and defensible causation analysis at scale.
Insurer Expectations
Blue-chip insurers demand real-time reserve visibility, consistent case handling across fee earners, SLA compliance, and audit-ready documentation. Manual processes cannot deliver this at the speed and consistency required.
Methodology Sensitivity
Causation disputes turn on methodological precision—CLB vs LCB vs Moore calculations, age-correction factors, audiometric pattern analysis. Getting this wrong costs cases. Getting it right, consistently, requires structured intelligence.
File Readiness & Escalation
Supervisors and partners need instant visibility into matter health, missing evidence, deadline risk, and liability exposure. Manual status updates and spreadsheet tracking introduce lag and inconsistency.
How GAAS LAW Solves This
GAAS LAW is not a generic legal AI product. It is a defence-first, insurer-aware operational platform designed around the realities of panel litigation practice.
Evidence & Records Command Centre
Track medical records, personnel files, audiograms, HSE reports, and witness statements with automated chase reminders. Missing evidence is flagged immediately. Outstanding requests are visible to supervisors. No more manual spreadsheets or buried email threads.
Insurer benefit: Real-time visibility into evidence completeness. No surprises at trial prep stage.
Medical Review Engine
AI-assisted audiogram analysis, symptom timeline generation, age-related comparison charts, and inconsistency flagging. The platform highlights timeline discrepancies, missing GP records, and audiometric quality concerns—but all outputs require human review before inclusion in defence strategy.
Insurer benefit: Faster medical review, consistent quality across fee earners, reduced expert instruction costs.
Causation Methodology Engine
CLB, LCB, and Moore methodology calculations with confidence scoring and solicitor override. The platform performs the numerical heavy lifting—age correction, binaural weighting, noise-attributable apportionment—while allowing fee earners to apply professional judgment and adjust outputs based on case-specific factors.
Insurer benefit: Defensible, audit-ready causation analysis. Methodology consistency across the panel.
Liability & Quantum Analysis
Breach assessment scoring, defence strength indicators, contributory negligence tracking, JC Guidelines lookup, and settlement range estimation. The platform surfaces key arguments for both sides, flags risks, and provides supervisor-reviewable recommendations.
Insurer benefit: Reserve confidence, settlement discipline, authority limit compliance.
Matter Health Scoring & Supervisor Oversight
Every matter has a real-time health score based on evidence completeness, task status, deadline proximity, methodology confidence, reserve review status, and supervisor approval. Partners and supervisors see portfolio-wide health at a glance. Red-flagged matters surface immediately.
Insurer benefit: Portfolio visibility, proactive risk management, panel quality assurance.
Governance & Human Oversight
GAAS LAW operates on the 70/30 Rule: AI handles 70% of routine operational work—data extraction, pattern recognition, timeline generation, calculation execution, consistency checking—while lawyers retain the critical 30%: judgment, strategy, client advice, negotiation, and courtroom advocacy.
All AI-generated outputs require human review before they inform defence strategy. Medical summaries, causation calculations, and liability assessments are marked as "pending approval" until a qualified fee earner confirms them. Audit logs track every review, approval, and override.
Approval Workflows
Medical reviews, causation methodologies, and liability recommendations require supervisor sign-off before they inform settlement decisions.
Explainability
Every AI suggestion includes rationale—what data informed it, what patterns were detected, what assumptions were made.
Privilege Protection
All matter data, AI outputs, and internal notes are marked as privileged client work product. Role-based access controls prevent unauthorized disclosure.
Audit Trails
Full audit logs for every action, approval, override, and export. Procurement-friendly, SRA-compliant, ready for external review.
Why This Matters for Insurer-Panel Relationships
Portfolio Visibility
Insurers gain real-time insight into panel firm performance—matter health, reserve accuracy, SLA compliance, risk flags—without waiting for monthly reports.
Consistency Across Firms
When multiple panel firms use GAAS LAW, insurers benefit from consistent methodology, comparable reporting, and standardized case readiness scoring.
Trust & Governance
Human oversight, audit trails, privilege protection, and explainable AI outputs give insurers confidence that panel firms are using technology responsibly.
Built for Insurance Defence. Built for Operational Excellence.
GAAS LAW is purpose-designed for the realities of panel litigation practice. Not a generic legal AI tool—an operational intelligence platform for insurance defence law.