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A comprehensive actuarial modeling platform supporting pricing, reserving, capital modeling, and ALM for life and P&C insurers. Features include nested stochastic projections and integrated regulatory reporting capabilities.
Specialized applications for developing and running complex statistical models that predict future claims costs, mortality rates, and other risk factors essential for insurance pricing and reserving.
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Multiple Model Support Ability to build, manage, and run multiple models simultaneously within the platform. |
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Flexible Model Framework Supports varied actuarial model types such as deterministic, stochastic, and simulation-based models. |
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Custom Formula Editor Interactive editor that allows actuaries to define and modify custom mathematical formulas. |
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Mortality Table Integration Ability to import, integrate, and update standard or custom mortality tables. |
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Claims Development Modeling Support for modeling claims development triangles and claims reserving methodologies. |
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Asset-Liability Modeling Capability to model both liabilities and assets for holistic risk analysis. |
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Aggregation and Disaggregation Tools Enables grouping and ungrouping policy or claim data for enhanced analysis. |
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Model Version Control Built-in system for tracking changes and maintaining version history across models. |
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Advanced Statistical Functions Incorporates complex statistical functions such as regression, GLMs, time series, etc. |
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Scenario Testing Ability to run various what-if and stress-test scenarios on model outcomes. |
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Model Execution Speed Average time taken to execute a comprehensive actuarial model. |
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Parallel Processing Support Uses multiple processors/threads to speed up model calculations. |
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Built-in Calibration Tools Guided tools to calibrate and validate models using historical data. |
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Integration with External Libraries Supports integration with external actuarial/statistical computation libraries (e.g., R, Python). |
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Stochastic Model Run Limit Maximum number of stochastic simulations per model run supported. |
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Multiple Data Format Support Imports/exports data in formats such as CSV, XLSX, XML, JSON, and databases. |
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ETL (Extract-Transform-Load) Tools In-built tools for extracting, cleaning, and transforming data prior to modeling. |
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Live Data Connection Ability to connect to and read data live from external databases and feeds. |
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Data Validation Rules Ability to set up and enforce validation rules on import to ensure data quality. |
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Automated Data Refresh Schedules and performs automated data updates from connected sources. |
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Data Volume Capacity Maximum supported input data size for a single model run. |
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Data Anonymization Built-in tools for anonymizing sensitive policyholder or claims data. |
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Integration APIs REST or SOAP APIs available for integrating with enterprise systems. |
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Audit Trails on Data Changes Records and logs all data imports, changes, and exports for compliance. |
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Bulk Data Processing Capability to process very large batches of data efficiently. |
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Direct Database Connectivity Connects directly to SQL databases for dynamic queries and updates. |
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Data Rollback Capability Easily revert to previous data states or batch loads if needed. |
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Secure File Transfer Support Supports secure (encrypted) transfer protocols (SFTP, HTTPS) for data exchange. |
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Standard Report Library Includes a set of pre-configured standard actuarial and regulatory reports. |
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Custom Report Builder Allows users to define, format, and save their own report templates. |
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Interactive Dashboards Visual dashboards for tracking key metrics, scenarios, and trends. |
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Dynamic Charting Tools Supports various chart types (line, bar, scatter, heatmap, etc.) for numerical outputs. |
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Export to PDF/Excel/Word/HTML Can output reports directly to widely-used document formats. |
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Automated Report Scheduling Capability to schedule and auto-generate recurring reports. |
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Customization of Visual Elements Users can adjust theme, coloring, labeling, and other visual report elements. |
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Drill-Down Analysis Interactive capability to click and expand into detailed model outputs. |
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Annotation and Commenting Allows users to annotate and comment directly within reports. |
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Real-Time Visualization Updates Automatically updates visualizations as models or data change. |
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Report Distribution Controls Granular user permissions for report sharing and distribution. |
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Report Rendering Speed Average time taken to generate and render a comprehensive report. |
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Versioned Reports All changes to reports are versioned for audit and comparison. |
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Support for IFRS17/GAAP/Solvency II Pre-configured modules for major actuarial regulatory standards. |
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Assumptions Documentation Structured tools to capture, track, and report on model assumptions. |
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Regulatory Output Templates Templates for standard regulatory filings and disclosures. |
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Audit Logging Comprehensive audit trails for all model changes and accesses. |
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Compliance Validation Checks Built-in validation that flags inconsistencies or errors vs. regulation. |
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Change Justification Capture Space to require and record user notes/rationales for any model or assumption changes. |
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Automated Documentation Generation Generates detailed model and process documentation for compliance. |
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Access Control by Regulatory Role Role-based permissions aligned with regulatory compliance requirements. |
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Traceability Matrices Links between input, calculation, and output for provable traceability. |
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Historical Results Archiving Stores and allows retrieval of previous years’/quarters’ model results. |
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Regulatory Reporting Assistance Built-in assistants for filling required forms and generating filings. |
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Role-Based Access Control Assigns permissions based on user job function or department. |
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Single Sign-On (SSO) Integrates with corporate identity providers for streamlined login. |
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Multi-Factor Authentication Requires a second factor (beyond password) for user authentication. |
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Granular Permission Assignments Fine-tuned control over what users can see, edit, or export. |
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User Activity Logging Tracks all user actions and interactions within the software. |
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Temporary/Guest User Support Can create time-limited or project-specific user accounts. |
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Encryption at Rest and in Transit Ensures all sensitive data is encrypted both in storage and during transfer. |
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Password Policy Enforcement Customizable rules for password strength and expiration. |
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Automated Account Lockout Automatically locks accounts after configurable failed login attempts. |
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Active Directory/LDAP Integration Connects directly with organizational user directories. |
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Multi-User Collaboration Enables multiple users to work on the same models or data sets simultaneously. |
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Comment Threads and Discussions In-tool messaging/forums for discussing model changes or data issues. |
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Workflow Automation Automated, customizable workflows for model review, approval, and publishing. |
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Task Assignment and Tracking Assign, track, and monitor tasks associated with model development. |
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Approval Queues Hold models and data changes in queue until formally authorized. |
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Integration with Communication Platforms Connects with tools like Slack, Teams, or email alerts. |
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Change Notification System Alerts users to changes, approvals, or required actions. |
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Model Locking and Check-Out Locks models from changes while under review or use by another user. |
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Activity Feed Centralized feed showing recent user actions and system events. |
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Workflow Customization Capabilities Flexible setup for organization-specific workflows and approval paths. |
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Horizontal Scaling Supports scaling across multiple servers or cloud nodes. |
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Concurrent User Capacity Number of users who can actively use the product without performance loss. |
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Maximum Model Size Supported Largest supported actuarial model in terms of input variables or complexity. |
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Model Calculation Speed Time taken to process a large, complex actuarial model. |
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Cloud Deployment Option Available for deployment on public or private cloud infrastructure. |
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On-Premise Deployment Option Available to be installed and operated within a local data center. |
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Elastic Resource Allocation Automatically adjusts compute and memory resources to workload. |
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Batch Processing Speed How many models/data batches can be processed per hour. |
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System Uptime Guarantee Percentage of time the product is operational and available. |
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Support for Distributed Calculations Can run model calculations on distributed systems or clusters. |
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Custom Plugin/API Support Supports development and deployment of custom plugins or functions via an API. |
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Scriptable Workflows Enables users to write scripts (e.g., in Python) to automate or extend core processes. |
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Formula Language Support Custom formula or expression language available for complex model design. |
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Theming/Branding Customization Can be visually tailored to company brand or look-and-feel. |
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Custom Notification Rules Allows users to set up their own notification triggers and messages. |
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Custom Data Field Support Ability to add new data fields or attributes to models and records. |
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Integration with External Analytics Tools Out-of-the-box connectors for tools such as Tableau, PowerBI, R, Python. |
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Model Template Library Users can save and reuse or modify organization-specific model templates. |
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Open Data Schema Underlying data model/schema is open and accessible for modification. |
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Vendor Support Availability Hours and channels (phone, email, chat) support is available from vendor. |
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Online Documentation Comprehensive online documentation, user guides, and examples. |
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Training Materials and Webinars Access to onboarding and advanced training opportunities. |
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Release and Patch Management Structured approach for providing updates, patches, and release notes. |
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Community Forum/Support Access to peer-to-peer forums and user communities. |
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Dedicated Account Management Assigned vendor experts for larger engagements or SLAs. |
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Ticket Resolution Response Time Average time to vendor resolution of support tickets. |
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Bug Tracking System Transparency on reported bugs and their resolution progress. |
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Transparent Pricing Structure Clear documentation of licensing, hosting, and user fee structure. |
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Perpetual License Option One-time payment license with optional support contract. |
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Subscription License Option Monthly or annual subscription models. |
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Concurrent User Pricing Pricing available based on number of actual simultaneous users. |
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Pay-As-You-Go Pricing Pricing based on actual usage (compute time, data processed, etc.). |
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Volume Discounts Discounted pricing tiers available for larger teams or long-term commitments. |
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Free Trial/POC Support Supports evaluation or proof-of-concept period before purchase. |
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Maintenance Fees Whether recurring annual maintenance/support fees are required. |
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Modern User Interface Intuitive, up-to-date interface design for productivity. |
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Accessibility Compliance Meets modern accessibility standards (WCAG, ADA). |
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Customizable Workspaces Users can arrange dashboards, menus, and sidebars to preference. |
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Context-Sensitive Help In-app help and documentation appears based on user actions. |
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Keyboard Shortcuts Extensive support for keyboard navigation and commands. |
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Mobile Access/Web Interface Optimized for use on tablets or through a web browser. |
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Undo/Redo Functionality Easily revert or repeat user actions. |
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Step-by-Step Wizards Guided wizards for new users or complex tasks. |
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User Persona Profiles Interface customization based on user role (e.g., modeler, reviewer, executive). |
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Localization/Language Support Available in multiple languages for global actuarial teams. |
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Applications that calculate required capital under various regulatory regimes (Solvency II, RBC, IFRS 17) and optimize capital allocation across business units.
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Solvency II Compliance Ability to perform capital calculations under the Solvency II regime. |
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RBC (Risk-Based Capital) Compliance Supports calculations aligned with NAIC RBC and similar international standards. |
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IFRS 17 Integration Seamless capital calculations considering IFRS 17 measurement model. |
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Local Regulatory Support Configurability to comply with local jurisdiction capital adequacy rules. |
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Rapid Regime Updates Speed at which the system can be updated for new regulatory requirements. |
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Multi-jurisdictional Reporting Ability to generate reports per regulation for insurers with cross-border operations. |
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Scenario Testing for New Regimes Support for simulating potential changes in regulatory regimes. |
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Automated Regulatory Reporting Automated generation of regulatory reporting templates and documents. |
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Transitional Regulations Support Handles transitional arrangements during regulation phase-ins. |
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Calibration Parameter Customization Ability to input custom regulatory parameters for stress testing. |
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Standard Formula Calculation Implements prescribed regulatory standard formulae for solvency capital. |
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Internal Model Support Supports development and operation of custom internal models. |
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Partial Internal Model Functionality Ability to combine standard and internal models for calculation. |
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Stochastic Modeling Capability to run stochastic simulations for loss and risk distributions. |
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Stress and Scenario Testing Runs what-if analysis for macroeconomic and event-driven scenarios. |
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Aggregation Logic Flexibility Customizable aggregation (e.g., risk types, business units). |
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Scr Calculation Speed Time to compute solvency capital requirement per full calculation cycle. |
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Look-through Capability Ability to calculate capital at granular (e.g., fund, asset) level. |
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Counterparty Default Modeling Handles capital calculations for credit and counterparty risks. |
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Portfolio Import Capacity Volume of insurance policies/assets/portfolios the system can handle in a batch. |
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Capital Allocation by Line of Business Ability to allocate capital across multiple insurance product lines. |
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Optimization Algorithms Built-in support for optimization (minimizing cost, maximizing return on capital). |
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Return on Risk-Adjusted Capital (RORAC) Calculation Generates RORAC figures by line of business, unit, or entity. |
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Reinsurance Optimization Models impact of reinsurance structures on required/regulatory capital. |
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What-If Allocations Real-time adjustment of allocation scenarios and their capital impact. |
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Portfolio Diversification Recognition System recognizes and quantifies diversification effect across portfolios. |
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Interactive Allocation Tool GUI or dashboards for interactive allocation and visualization. |
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Capital Flow Monitoring Tracks and logs capital flows by unit/product/time. |
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Limit Management Imposes and monitors capital allocation limits configured by user. |
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Optimization Run Duration Time required for a full optimization run given data volumes. |
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Data Import Formats Supports a wide range of data import/export formats (CSV, XML, JSON, etc). |
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Core Insurance Platform Integration Connectors to policy, claims, and actuarial administration systems. |
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ETL Automation Automated extract, transform, load for large volumes of insurance and asset data. |
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Data Validation Rules Flexible validation logic for raw and transformed data ingestion. |
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Master Data Management Central source of truth for entities, product lines, counterparties, etc. |
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Data Quality Score Quantitative indicator of input data quality. |
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Audit Trails for Data Changes Comprehensive logs of all data edits and processes. |
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Bulk Upload Capacity Maximum file size or record count handled in a single batch upload. |
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Automated Data Reconciliation Helps match records between up- and downstream systems. |
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Time-Series Data Handling Support for handling historical/versioned data for trend analysis. |
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Pre-built Regulatory Templates Out-of-the-box templates for key regulatory filings (QRTs, NAIC blanks, forms S1/S2, etc.). |
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Ad-hoc Reporting User-defined dynamic reporting and drill-downs. |
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KPI Dashboards Customizable dashboard for solvency ratios, capital metrics, and risk indicators. |
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Data Export Support Flexible options to export data/analytics to Excel, PDF, CSV, etc. |
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Visualization Tools Graphs, heatmaps, and charts for capital requirements, allocations, and attributions. |
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Report Automation Scheduling Ability to schedule recurring and periodic report generation. |
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User-based Report Access Control Granular data visibility by user or group. |
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Narrative/Qualitative Reporting Support Structured templates for adding management discussion and analysis. |
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Real-time Report Refresh Latency to update dashboards/reports after data changes. |
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Historical Comparison Reports Compares current and past capital/risk states. |
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Full Audit Logging Comprehensive logging of all key events and user actions. |
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Change Management Workflow Processes and controls for model/version changes. |
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User Access Segregation Granular allocation of permissions to users/roles. |
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SOX/ISAE 3402 Compliance Built-in compliance support for internal controls reporting standards. |
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Model Governance Controls Track, validate, and approve capital/risk models. |
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Version Control Track multiple versions of calculations and parameter sets. |
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End-to-End Reproducibility Ability to reproduce prior calculations given historical data. |
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Regulatory Submission Archive Stores full history of submitted documents with time/date stamping. |
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Approval Workflow Automation Configurable approval steps for report/model releases. |
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Exception Management Tracks, notifies, and escalates process or data anomalies. |
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Parallel Processing Capability Can run multiple calculations in parallel, leveraging multi-core/cluster tech. |
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Horizontal Scalability Easily adds capacity by adding hardware or cloud resources. |
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Batch Processing Throughput Number of policies/calculations handled per hour. |
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Concurrent User Support Number of active users the system can support simultaneously. |
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Latency for Large Portfolios Average time to process a large insurance portfolio. |
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Disaster Recovery Time Maximum restore time following system failure. |
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High Availability Design ensures minimal downtime through redundancy. |
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Peak Load Handling System is stress-tested for extreme calculation volumes. |
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Scheduled Job Management Configurable scheduling for routine tasks and calculations. |
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Real-time Alerts for Performance Bottlenecks Automated alerts triggered by slow jobs or errors. |
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Intuitive User Interface Modern GUI with easy navigation and user-centered controls. |
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Customizable Dashboards Users can personalize workspaces, layouts, and widgets. |
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Multi-Language Support Interfaces and outputs available in multiple languages. |
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Accessible Design Conforms to accessibility standards for users with disabilities. |
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Mobile Compatibility Optimized for tablet and smartphone access. |
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Contextual Help & Tooltips Inline help and documentation integrated throughout the UI. |
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Workflow Wizards Step-by-step guides for key capital calculation and reporting processes. |
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Personalized Notification Settings Users configure alerts for relevant tasks and milestones. |
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Single Sign-On (SSO) Integration Seamless authentication with corporate identity systems. |
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User Preference Storage Remembers recent activity and preferences between sessions. |
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Data Encryption at Rest Encrypts all stored data (database, files). |
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Data Encryption in Transit Uses secure protocols (TLS/SSL) for all data transmissions. |
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Role-Based Access Control Enforces least-privilege principle for user accounts. |
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Multi-factor Authentication Supports MFA for improved user login security. |
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Regular Vulnerability Assessments Conducts scheduled penetration testing and hardening reviews. |
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GDPR/Data Privacy Controls Features ensuring compliance with GDPR, PDP, and other privacy regimes. |
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Data Masking & Anonymization Protects sensitive data in non-production or extracted data sets. |
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Secure Audit Trails Tamper-evident logs for forensic analysis. |
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Automatic Session Timeout Configurable inactivity timeouts for logged-in users. |
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Data Backup Frequency Frequency at which complete data backups are performed. |
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Implementation Timeframe Average time from contract to go-live. |
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API Documentation Quality Comprehensive developer and integration documentation. |
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On-Premises and Cloud Deployment Options Deployable in private datacenter, public cloud, or hybrid setups. |
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Automated Upgrade Tools Includes tools for scheduled and on-demand version updates. |
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Plug-in and Extension Support SDKs and APIs for third-party module integration. |
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Configuration Management Tools GUI and scripting for system configuration changes. |
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Real-time System Health Monitoring Dashboards and alerts for infrastructure, calculation, and process health. |
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Automated Testing Frameworks Pre-built automated regression/unit tests for system reliability. |
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User Training and Onboarding Support Comprehensive learning resources and guided onboarding. |
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Vendor Support SLAs Pre-defined response and resolution times for support. |
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Transparent Pricing Model Clear and understandable license and usage fees. |
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Cost per Calculation Run Average cost of a full capital calculation cycle. |
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Discounts for Volume/Scale Bulk pricing for large portfolios or multi-entity installations. |
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Maintenance and Upgrade Fees Visibility of ongoing support/upgrade charges. |
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Pay-per-Use Options Flexible pricing for occasional or burst usage. |
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On-demand Infrastructure Pricing Cost of compute and storage usage is tracked and managed if on cloud. |
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Bundled Support Services Support, upgrades, and training included in a single fee. |
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Automated Cost Reporting Dashboards and statements of system usage and incurred costs. |
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License Utilization Monitoring Tracks product license usage against maximum allowed. |
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Capacity-Based Tiering Pricing based on data/portfolio size or user numbers. |
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