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graph.swiss

Insurance

For property, casualty, and specialty insurers

Underwriting intelligence, claims investigation with network-based fraud detection, portfolio monitoring, and regulatory compliance. Thanks to our modular architecture, we deliver custom solutions and data feeds with unprecedented efficiency. From initial scoping to production deployment in weeks, not months.

Industry Challenges We Solve

Underwriting assessments rely on incomplete company data, missing network connections that indicate hidden risk concentrations

Claims investigation for suspected fraud requires manual network analysis to identify connected entities and suspicious patterns

Portfolio monitoring across thousands of insured entities lacks automated detection of material corporate events that affect risk profiles

Regulatory compliance reporting requires assembling data from multiple disconnected sources into audit-ready formats

Insurance intelligence dashboard
Claims intelligence triage with risk scores and exposure tracking

Enterprise Solutions

Each module is independently deployable. Our modular architecture means you pay only for what you use and scale from a single data feed to a full deployment.

Underwriting Intelligence

Automated risk assessment combining Creditreform scores, corporate network analysis, and SHAB event history. Pre-decision risk reports generated in seconds, not days.

Claims Fraud Detection

Network-based fraud analysis using SmartGraph to identify connected entities, shared directors, and suspicious relationship patterns across claim histories.

Portfolio Monitoring

Continuous surveillance of all insured entities for material events: management changes, capital modifications, liquidations, and adverse media. Automated risk re-scoring.

Regulatory Compliance

Pre-built compliance workflows for FINMA insurance regulations. Automated reporting with full audit trails and source documentation.

Pre-Built AI Agents

General-purpose AI models working to a brief written for Insurance workflows, deployable out of the box or adapted to your processes.

AI

Underwriting Risk Agent

Analyses prospective policyholders by combining credit data, corporate history, network relationships, and industry benchmarks. Produces risk-rated underwriting recommendations.

AI

Claims Investigation Agent

Investigates suspicious claims by mapping entity networks, identifying connected parties, and cross-referencing historical claim patterns. Flags high-probability fraud indicators.

AI

Portfolio Alert Agent

Monitors your entire book of business for material changes: board mutations, capital reductions, subsidiary dissolutions, and adverse SHAB publications. Prioritised alert feed with risk context.

AI

Loss Ratio Analysis Agent

Analyses loss ratio trends by segment, geography, and entity type. Identifies concentration risks and recommends portfolio rebalancing actions.

Insurance SmartGraph network analysis

Key Capabilities

Network Fraud Detection

SmartGraph-powered analysis identifying connected entities, shared directors, and circular ownership in claims.

Credit Risk Integration

Creditreform scores and solvency data integrated directly into underwriting workflows.

SHAB Event Monitoring

Event-driven alerts when the SHAB feed reports a change at an insured entity: management changes, capital modifications, dissolutions.

Claims History Analysis

Cross-referencing claim patterns across entities to identify suspicious frequency and severity trends.

Automated Risk Scoring

Continuous portfolio risk scoring with configurable thresholds and escalation rules.

Regulatory Reporting

FINMA-aligned compliance reports with full audit trails and source citations.

Enterprise Security & Compliance

Every enterprise deployment includes our full security stack. No add-ons, no hidden fees.

Data Handling

Uploaded documents are stored against your account and removed when you delete them. Chat sessions are retained upstream. Prompts reach third-party models via OpenRouter and Google Gemini.

ISO 27001:2022 Certified

Certified information security management, plus GDPR and Swiss nDSG compliance. Encryption in transit and at rest, and an audit log of every document read and deletion.

On-Premise Available

Deploy the full platform within your own infrastructure for complete data sovereignty.

Data Residency

All processing is subject to the Swiss nDSG and the GDPR, with EU standard contractual clauses where they apply.

Configurable Agents

General-purpose models directed by a written brief that we adapt per deployment. No fine-tuning and no custom-trained models.

SSO & API Keys

OIDC single sign-on with Okta and Microsoft Entra, including just-in-time provisioning. API access is part of the Enterprise plan, and integrations and data feeds are set up together with our team.

Ready to Transform Your Insurance Workflow?

Our modular architecture means we can have your custom Insurance platform configured and running in weeks. Talk to our enterprise team to scope your deployment.

Insurance | Swiss Graph