AI-Powered Claims Intelligence

From 500 Documents to
Actionable Intelligence
in Minutes

The first AI reasoning engine built specifically for marine insurance claims. Automatically detect policy breaches, trace evidence chains, and build defensible coverage determinations.

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500+
Documents Processed
4,000+
Rule-Event Comparisons
100%
Evidence Traced
<5min
Analysis Time
The Problem

Marine Claims Are Drowning in Documents

Complex maritime incidents generate hundreds of documents. Finding the conflicts that matter takes weeksβ€”if you find them at all.

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Document Overload

Survey reports, voyage logs, weather data, expert statements, policy documentsβ€”hundreds of files per claim.

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Hidden Contradictions

Critical policy breaches buried across multiple documents. Cross-referencing manually takes weeks.

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Defensibility Gap

Coverage decisions without traceable evidence chains are vulnerable to challenge.

Capabilities

Everything You Need for
Claims Intelligence

A complete platform for ingesting, analyzing, and reasoning over marine insurance claims.

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Bulk Document Ingestion

Upload hundreds of PDFs, images, and documents at once. AI automatically classifies each document type.

🧠

Knowledge Graph Extraction

Automatically extract Rules (warranties, exclusions, conditions) and Events into a structured Neo4j graph.

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Conflict Detection Engine

Systematically compare every policy rule against relevant events. Surface violations with confidence scores.

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Evidence Chain Tracing

Every finding traces back to exact documents, pages, and quotes. Fully defensible in court.

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Voyage Reconstruction

Interactive maps showing vessel routes, events, and incidents plotted geographically and chronologically.

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Regulatory Compliance

Automatic ISM Code and SOLAS compliance checking. Flag violations before they become coverage issues.

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Weather Analysis

Correlate weather forecasts with master's decisions. Identify ignored warnings that affect coverage.

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Legal Library

Marine Insurance Act 1906, leading case precedents, and standard policy wordingsβ€”all searchable.

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Analytics Dashboard

Severity metrics, timeline heatmaps, evidence flow visualization. See the full picture at a glance.

Process

How Stemma AI Works

Four steps from raw documents to actionable intelligence.

1
Upload Documents
Drag and drop hundreds of PDFs, images, and reports. We handle the rest.
2
Build Knowledge Graph
AI extracts Rules and Events, storing them in a structured graph database.
3
Detect Conflicts
Every rule is compared against relevant events. Conflicts surface automatically.
4
Export Report
Generate comprehensive investigation reports with full evidence chains.
Why Us

Built for Conflict Detection,
Not Generic Search

General-purpose AI tools answer "what is this about?" We answer "does Event X violate Rule Y?"

Capability Stemma AI GraphRAG Plain GPT
Structured Knowledge Graph βœ“ Neo4j β—‹ Implicit βœ— None
Cross-Document Reasoning βœ“ Full β—‹ Limited βœ— Per-doc only
Evidence Traceability βœ“ Complete β—‹ Partial βœ— None
Rule vs Event Matching βœ“ Systematic βœ— Not designed βœ— Ad-hoc
Confidence Scoring βœ“ Per finding βœ— No βœ— No
Hallucination Risk βœ“ Low β—‹ Medium βœ— High
Use Cases

Built for Marine Insurance

Purpose-built for the unique challenges of maritime claims investigation.

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Hull & Machinery Claims

Analyze vessel damage claims by cross-referencing survey reports with maintenance records, voyage logs, and policy conditions. Automatically flag warranty breaches and exclusion triggers.

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Cargo Claims

Trace cargo damage through the supply chain. Connect bills of lading, temperature logs, handling reports, and policy terms to identify liability and coverage issues.

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Total Loss Investigations

Reconstruct complex casualty events. Build comprehensive timelines connecting weather data, bridge communications, regulatory compliance, and crew decisions.

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P&I Club Defense

Build defensible coverage positions with complete evidence chains. Every determination backed by traceable citations and legal precedent.

"From five hundred documents to actionable intelligence in minutes. Every finding traceable. Nothing is a black box."

The future of marine claims investigation

Ready to Transform Your
Claims Process?

See how Stemma AI can reduce investigation time from weeks to minutes.

Request Demo