New: AI-Centric Specialty Insurance — Executive Perspective ›

Specialty insurance runs on complexity.
Your AI should understand that.

We help specialty insurers, syndicates and MGAs move faster, price more accurately, and make better underwriting decisions — by bringing AI intelligence to the documents, workflows and risk signals your business already depends on.

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Why Marzal Labs

AI products engineered for the work specialty insurance actually does.

Production-grade, not PoC theatre

Three live products today. Up and running inside your business in under six weeks. Fixed commercial terms — no science projects, no open-ended pilots.

Built for Lloyd's-shaped work

Slip-literate. SOV-literate. MRC v3-aware. Trained on the documents specialty insurance actually runs on — not the public internet.

Audit-grade by default

Every output explained, sourced and traceable. Every regulated decision reviewed by an underwriter. Built for the audit standards specialty insurance answers to — across the UK and US.

Trusted by specialty insurers

STARR

Deployed in specialty insurance · financial services · NHS

Our solutions

Sharper risk selection. Faster decisions. Less time on documents.

Live

PolicyCompareIQ™

Clause-level comparison for renewal workflows. Every change identified, severity-rated, and traced to source. Minutes, not days.

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Live

ClassifierIQ™

Asset classification from schedules, slips, SOVs and loss narratives. The memory loop learns your firm's mappings over time.

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Live

D&O AnalyzerIQ™

Directors & Officers underwriting research in five minutes. Eight risk vectors. Every finding sourced, explained, and ready for review.

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Coming 2026

TriageIQ™

Reads every incoming submission, scores it against your appetite, and routes it before the first human touches it.

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Case studies

Explore our work.

See how we turn complex challenges into real-world impact.

All case studies →

AI Agent · Specialty Insurance

Reducing submission triage from 4.2 days to 18 minutes with 12 AI agents

Specialty Insurance · MGARead more →

Document Intelligence · PolicyCompareIQ

AI-powered clause-level document comparison for policy renewal teams

Financial Services · RegulatoryRead more →

Data Platform · Microsoft Fabric

Building an AI-ready data foundation on Microsoft Fabric for a mid-market enterprise

Mid-Market EnterpriseRead more →

Clinical AI · NHS

NHS trust referral triage — from manual to AI-automated in 12 weeks

NHS & Public SectorRead more →

D&O Underwriting · D&O AnalyzerIQ

D&O underwriting research — from 4 hours to 5 minutes

Specialty Insurance · D&ORead more →

The slip, the SOV, the loss narrative — the documents specialty insurance actually runs on — needed AI engineered for them. Not generic tools retrofitted for our market. That's what we ship.

Mubarack Ali

Founder, Marzal Labs

Executive perspectives & research

How AI is reshaping specialty insurance.

All articles →

Executive Perspective · May 2026

AI-Centric Companies Win the Future — Specialty Insurance.

Why now is the right time to act. What leading specialty insurers are doing with AI. How to become an AI-Centric enterprise. UK / London market and US E&S.

Industry research · PDF · 28 pages

Article · Medium