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Features in Catastrophe Risk Modeling for Reinsurance
for Reinsurance
Specialized software that assesses natural catastrophe exposures and helps optimize reinsurance purchases based on probable maximum losses and risk tolerances.
We ask vendors to mark their product against our feature list. It is not available for all products and in some cases we have derived data from publicly available sources. The list of features follows. Vendors can add a further 10 key features of their own.
Customer Support & Service
Service characteristics, training, and client partnership options.
- Client Community Access
- Forums, events, and user groups for sharing knowledge and advice.
- Dedicated Account Manager
- Assigned point of contact for strategic engagement.
- Onboarding Assistance
- Guided onboarding program for new clients and users.
- Premium Support Option
- Higher-tier support plans for critical clients.
- Service Level Agreement (SLA)
- Formal SLAs for support response times and updates.
- Technical Support Coverage
- Availability of support team during business hours (and optionally 24/7).
- Training Sessions
- Regular live/online training, webinars, and best practice workshops.
Data Security & Compliance
Security and regulatory controls for safeguarding confidential risk, client, and financial data.
- Audit Logs
- Comprehensive tracking of user actions and data access.
- Client Data Segregation
- Logical or physical segregation of client datasets.
- Data Retention Policy Controls
- Configurable data retention, archival, and deletion settings.
- End-to-end Encryption
- Data is encrypted both in-transit and at-rest.
- GDPR/CCPA Compliance
- Adherence to international privacy regulations.
- Incident Response Plan
- Predefined process for handling security breaches.
- Multi-factor Authentication
- Requires multiple authentication methods for user login.
- Penetration Testing
- Regular vulnerability assessment and ethical hacking tests.
- Role-based Access Control
- Restricts user/system access by policy or department.
Hazard & Vulnerability Modeling
Features focused on evaluating and simulating hazard events (such as hurricanes, earthquakes, floods) and how they impact insured assets or portfolios.
- Automated Data Cleansing
- Built-in tools to validate and clean exposure data for modeling.
- Building Vulnerability Curves
- Use of vulnerability functions to estimate damage as a function of hazard intensity.
- Climate Change Scenarios
- Option to model catastrophe risk under different climate change projections.
- Event Set Size
- Number of simulated catastrophic events for probabilistic analysis.
- Exposure Aggregation
- Support for aggregation of exposures by region, peril, or client portfolios.
- Exposure Data Enrichment
- Ability to enhance client portfolios with hazard zone overlays, construction details, and location attributes.
- Geospatial Resolution
- Level of detail in spatial risk mapping (e.g., postcode, address-level resolution).
- Ground-up Loss Computation
- Calculation of gross (pre-insurance) losses at policy or portfolio level.
- Hazard Map Visualization
- Interactive display of hazard intensity overlays on portfolio locations.
- Multi-peril Coverage
- Ability to model multiple types of natural catastrophes, including but not limited to hurricanes, earthquakes, and floods.
- Secondary Perils Modeling
- Support for emerging/secondary perils such as wildfire, hail, convective storms.
- Site/Asset-level Analysis
- Ability to drill down to individual locations or assets in risk evaluation.
- User-defined Hazard Scenarios
- Flexibility to create custom hazard scenarios (e.g., bespoke earthquake ruptures).
Loss Modeling & Financial Module
Core features for estimating the financial impacts, losses, and metrics from catastrophe events, taking into account insurance terms.
- Average Annual Loss (AAL)
- Automated computation of the mean annualized loss across all modeled perils.
- Cashflow Timing Modeling
- Ability to assess impact of loss payment timing on reinsurance recoveries and reserves.
- Ceded/Retained Loss Output
- Breakdown of total loss between ceded and retained amount for all modeled events.
- Correlation Across Perils/Regions
- Incorporation of peril or region-based correlation in calculations.
- Currency Support
- Multi-currency modeling and loss reporting capabilities.
- Event Loss Tables Export
- Exportable event-by-event loss tables (ELTs) for reporting or further modeling.
- Financial Structures
- Flexible module to replicate custom (e.g., multi-layer, quota share) reinsurance structures.
- Insurance & Reinsurance Terms Modeling
- Modeling of contract terms such as limits, deductibles, sublimits, and layers.
- Loss Exceedance Curves
- Ability to generate exceedance probability distributions for loss benchmarking.
- Net vs. Gross Loss Analysis
- Comparison and breakdown of pre- and post-reinsurance losses.
- Probable Maximum Loss (PML)
- Support for calculation of PML at different return periods (e.g., 1-in-100 year event).
- Tax & Expense Modeling
- Ability to factor in taxes, commissions, and other policy expenses in loss calculations.
Model Update & Maintenance
Core platform functionality for receiving, managing, and applying model/data updates over time.
- Automated Model Updates
- Push/pull based updating of hazard and financial models without manual install.
- Backward Compatibility
- Ability to re-run old portfolios in previous model versions.
- Changelog Distribution
- Transparent distribution of model release notes and update impacts.
- Support for Historical Model Versions
- Ability to preserve and sandbox old model/data versions for regulatory reviews.
- User Notification of Updates
- Automated alerts and digest announcements of new releases.
Model Validation & Transparency
Capabilities for ensuring model credibility, understanding, and regulatory/peer review.
- Audit Trail for Models
- Detailed logs of model changes, runs, and result comparisons.
- Model Documentation Access
- Full model methodology and assumptions documentation provided.
- Model Sensitivity Reporting
- Automated quantification of model and parameter uncertainty.
- Open Model Inputs
- Ability for clients to review and in some cases adjust model input parameters.
- Peer Review Tools
- Support for independent review and annotation of model results.
- User-defined Validation Tests
- Ability to run custom tests to validate outputs against known benchmarks.
- Version Control
- Tracking changes and allowing rollback for model, data, and output versions.
Performance & Scalability
Operational characteristics regarding processing power, reliability, and scalability for large portfolios and multiple users.
- Auto-scaling Infrastructure
- Cloud-based elasticity for scaling compute power with demand.
- Concurrent Job Capacity
- Number of catastrophe model runs supported in parallel.
- Data Compression
- Support for compressing datasets and results for efficient storage.
- Disaster Recovery
- Redundancy and disaster recovery measures for system resilience.
- High Availability SLA
- Uptime guarantee for critical production systems.
- Historical Job Logs
- Access to archived job/output logs for audit and reruns.
- Maximum Exposure Records
- Largest exposure dataset size supported per portfolio.
- Processing Speed
- Average time to complete a modeling run on medium-sized portfolio.
Pricing & Licensing
Commercial model and flexibility in how software and services are accessed and paid for.
- Bundled Model Updates
- Model/feature updates included in standard license.
- Flexible Licensing Models
- Annual, usage-based, enterprise, or modular license options.
- Free Trial or Sandbox
- Limited access trial for proof-of-concept or evaluation.
- Pay-as-you-go Option
- Supports pay-per-use with no long-term contract.
- Transparent Pricing
- Clear, predictable fee structures without hidden charges.
- Usage Tracking Tools
- Dashboards and reporting for monitoring software/data usage.
Reinsurance Optimization Tools
Advanced features for structuring, optimizing, and analyzing reinsurance purchases and their effectiveness.
- Capital Efficiency Metrics
- Calculation of metrics like risk transfer efficiency, cost of capital, or marginal benefit.
- Dynamic Pricing Tools
- Support for pricing reinsurance products dynamically as structures are adjusted.
- Graphical Program Builder
- Drag-and-drop interface to set up and visualize reinsurance layers and contracts.
- Layer Contribution Analysis
- Quantitative analysis of loss and capital contribution by layer.
- Portfolio Rebalancing Suggestions
- Recommendations for rebalancing reinsurance portfolio in light of risk changes.
- Program Optimization Engine
- Tool for recommending optimal reinsurance levels and attachment points based on user objectives.
- Reinsurance Structure Comparison
- Automated comparison of multiple reinsurance structures (quota share, XL, aggregate) for efficiency.
- Retrocession Modeling
- Support for modeling and optimization of retrocession purchase for reinsurers.
- Sensitivity Testing
- Ability to test impact of varying contract or risk parameters on results.
- Simulation Run Capacity
- Maximum number of reinsurance scenarios or simulations that can be processed per run.
- Stochastic Analysis of Reinsurance Costs
- Simulation of cost variability under different catastrophe load assumptions.
Reporting & Visualization
Tools and outputs supporting results interpretation, communication, and regulatory compliance.
- Attachment for Documentation
- Upload supporting documents to analysis/report output.
- Custom Branding
- Add company logos and style to exported reports.
- Custom Report Builder
- Create, format, and export customized reports for stakeholders.
- Data Visualization Widgets
- Built-in scatterplots, bar charts, exceedance curve visualizations, and dashboards.
- Drill-down Capabilities
- Users can navigate from high-level to detailed results with a click.
- Export to PDF/Excel/Word
- Direct export of results and reports into common formats.
- Interactive Risk Maps
- Zoomable/clickable maps with summary stats and site-level detail.
- Regulatory Reporting Templates
- Pre-configured formats for Solvency II, Lloyd’s RDS, NAIC, etc.
- Scenario Comparison Views
- Side-by-side visualization of risk scenarios and outcomes.
- Scheduled Report Delivery
- Ability to automate distribution of regular updates.
User Experience & Integration
Features enhancing usability, user management, and integration with other platforms or workflows.
- API Access
- Availability of APIs for data pull/push and workflow automation.
- Audit Trail
- System tracks user actions for compliance and traceability.
- Batch Processing
- Ability to set up, run, and monitor multiple modeling tasks in parallel.
- Dashboard Customization
- Users can personalize reporting dashboards and save layouts.
- Help & Training Resources
- Contextual help, tutorials, and knowledge bases.
- Import/Export Options
- Support for multiple formats (Excel, CSV, Oasis, etc.) for exposures and results.
- Multi-user Collaboration
- Support for concurrent users, document sharing, and change tracking.
- Single Sign-On (SSO)
- Integrates with enterprise identity systems for easy log-in.
- Third-party Data Integration
- Easy connection to external hazard datasets, geocoding, or satellite data providers.
- Web-based Interface
- Availability of browser-based, device-agnostic access.