AI products for regulated industries
Marzal Labs AI Products

Production-ready AI products
for regulated industries

Purpose-built intelligence for specialty insurance, financial services, and the NHS. Each product deploys in weeks, not months — with compliance and explainability built in from day one.

PolicyCompareIQ™ — Available Now ClassifierIQ™ — Available Now D&O AnalyzerIQ™ — Available Now TriageIQ™ — Coming Soon Deploys in under 4 weeks 100% XAI on every output
Marzal Labs AI Products

Purpose-built AI products for regulated industries.

Each product ships production-ready — domain-trained, compliance-aware, and deployable into your existing infrastructure within weeks.

● Available Now
PolicyCompareIQ™
Policy Comparison

AI-powered clause-level comparison for policies, contracts, and regulatory documents. Every material difference identified, severity-rated, and traced to its source clause.

  • Clause-by-clause comparison with severity rating (Critical / Material / Minor)
  • PDF Side-by-Side viewer with changes highlighted on source pages
  • XAI evidence with confidence score per comparison
  • Prompt Editor — configure comparison framework by business class
  • Accepts PDF, DOCX, and image formats
InsuranceLegal
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● Available Now
ClassifierIQ™
Document Classification

An intelligent classification, categorisation, and code-mapping engine built for specialty insurance. Classifies documents against your taxonomy, scores confidence, and routes low-confidence items for human review.

  • Claims classification against your target categories and schema
  • Batch processing with per-item confidence scoring
  • XAI reasoning trace on every classification output
  • Custom AI agents per business class or taxonomy
  • Dashboard with accuracy and confidence KPIs
InsuranceFinancial Services
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● Available Now
D&O AnalyzerIQ™
D&O Underwriting Intelligence

AI-powered Directors & Officers underwriting intelligence. Real-time risk assessment across eight core underwriting vectors — XAI-sourced, analyst-validated, Lloyd's Market ready.

  • 8 underwriting risk vectors assessed simultaneously
  • Financial Solvency, Securities Litigation, Governance Quality
  • ESG & Fiduciary Disclosure, AI Liability, Insider Trading signals
  • Executive Leadership & Succession risk indicators
  • Full XAI audit trail on every risk vector finding
Specialty InsuranceD&O
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◌ Coming Soon
TriageIQ™
Submission & Claims Triage

AI-powered triage for specialty insurance. Automatically reads incoming submissions and claims, identifies coverage issues, scores priority, and routes each to the right handler — before the first human touches it.

  • Automated first-pass coverage analysis on inbound claims
  • Priority scoring and handler routing by complexity
  • Integration with claims management systems
  • XAI reasoning on every triage decision
  • HITL escalation queue for borderline decisions
InsuranceMGAs
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Impact in numbers

Built to deliver measurable outcomes.

Real figures from production deployments across regulated industries.

85%
Reduction in manual document classification time with ClassifierIQ™
< 4 wks
Average time from kickoff to production deployment across all Marzal Labs AI products
100%
XAI coverage — every automated output includes a sourced, auditable explanation
The right product for your use case

Built for the industries that can't afford to get AI wrong.

Every product in the Marzal Labs range is designed for the specific workflows, compliance requirements, and data constraints of regulated industries.

Specialty & Commercial Insurers

Automate document-heavy workflows across underwriting, policy comparison, and claims — with full XAI and audit trail for Lloyd's and FCA requirements.

Financial Services & RegTech

Classify, extract, and govern documents at scale — built for FCA and PRA requirements with complete model risk documentation on every decision.

NHS & Health Organisations

Reduce admin burden with AI that understands clinical and operational documents. DSPT-compliant, UK-hosted, with HITL oversight built into every workflow.

Why regulated industries trust our products

Every product is built to the same standard.

Not bolted-on compliance. Not a feature list. A consistent set of non-negotiable architectural principles that every product ships with — from day one.

Compliance-ready by design

Every product includes audit trails, explainability layers, and role-based access. Built for FCA, PRA, Lloyd's, and NHS Digital standards from day one.

Deployed in under 4 weeks

Pre-built connectors, configurable workflows, and white-glove onboarding. Production-ready from week one — not a pilot that needs a phase 2.

Human-in-the-loop guaranteed

AI augments your team's judgement — it never replaces it. Every automated decision includes an escalation path, a confidence threshold, and a human override.

Your data stays your data

UK-hosted, SOC 2–aligned, with no model training on client data. Full data sovereignty on every deployment — your data never leaves your environment.

Related capabilities

Products work best on solid foundations.

See our products in action.

Book a 30-minute demo tailored to your use case and data. No sales deck. Just the product, your documents, and honest answers.