at Financial Technnology Year
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Applications that support budgeting, forecasting, and financial modeling to help insurers plan for future performance and resource allocation.
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.
Budgeting & Forecasting
Capabilities supporting the formulation of detailed budgets and creation of forecasts, crucial for planning and resource allocation.
- Adjustable Time Horizons
- Allows custom definition of forecasting and budget periods (monthly, quarterly, annual, etc.).
- Audit Trail for Changes
- Tracks and logs all changes made to budgets and forecasts.
- Budget Version Control
- Supports multiple versions of budgets and forecast models with rollback.
- Collaboration Tools for Budgeting
- Enables multiple users to participate in budgeting and forecasting simultaneously.
- Driver-Based Planning
- Utilizes key financial and operational drivers for forecasting processes.
- Forecast Accuracy Measurement
- Tracks accuracy of forecasts compared to actuals over time.
- Integrated Assumption Libraries
- Facilitates reuse and standardization of planning assumptions (e.g., inflation, claims frequency).
- Multi-Scenario Budgeting
- Enables creation and comparison of multiple budget and forecast scenarios.
- Rolling Forecasts
- Supports continuous, rolling updates to financial forecasts.
- Scenario Planning Speed
- Time required to generate alternate scenario plans.
- Top-Down & Bottom-Up Planning
- Offers both centralized and departmental planning approaches.
Collaboration & Workflow
Tools and capabilities that support teamwork, review, approval, and communication within the financial planning process.
- Approval Workflows
- Configurable multi-step approval processes for budgets and forecasts.
- Change Notifications
- Automated alerts and updates for key events or submissions.
- Collaboration Audit Log
- Tracks all user actions and collaboration events.
- Commenting & Annotations
- Users can comment on specific cells, reports, or model assumptions.
- Concurrent Editing
- Multiple users can edit budgeting or forecasting documents at the same time.
- In-Platform Messaging
- Facilitates direct communication among users within the application.
- Task Assignment & Tracking
- Enables tracking and delegation of tasks involved in planning and analysis cycles.
- Time to Approve Workflow Step
- Average time it takes for approval workflows to be completed.
- User Activity Dashboard
- Provides a summary of current user assignments, approvals, and tasks.
- Workflow Template Library
- A set of prebuilt workflow templates for insurance FP&A processes.
Data Integration & Import
The system's ability to connect and ingest data from various internal and external sources for streamlined financial planning and accurate analytics.
- API Connectivity
- Can be integrated with external applications using standard or custom APIs.
- Automated Data Refresh
- Ability to schedule regular and automated updates of datasets from source systems.
- Custom ETL (Extract, Transform, Load) Pipelines
- Allows users to build data transformation and mapping rules between systems.
- Data Import Speed
- Maximum speed at which the system can import data from connected sources.
- Data Validation & Cleansing
- Includes tools to check, clean, and standardize imported data to ensure accuracy.
- Historical Data Import Limit
- The maximum historical data range that can be ingested for trend analysis.
- Multi-Source Data Import
- Supports importing data from spreadsheets, accounting software, ERPs, CRMs, and claims systems.
- Prebuilt Insurance Integrations
- Includes out-of-the-box integrations with common insurance platforms (e.g., Guidewire, Duck Creek).
- Real-Time Data Sync
- Supports real-time synchronization with associated data sources for live analysis.
- User Access Controls on Data Import
- Support for role-based access and approval workflows for data importing.
Deployment & Scalability
The architecture and operational flexibility for supporting organizations of various sizes, geographic diversity, and future business growth.
- Cloud-Based Deployment
- Offered as a fully managed SaaS solution.
- Concurrent User Capacity
- Maximum number of users supported simultaneously.
- Disaster Recovery Features
- Tools for automatic failover and data recovery.
- Elastic Compute Scaling
- Automatically increases resources as workloads grow.
- Geographic Data Centers
- Number of global data center locations for redundancy and compliance.
- High Availability Uptime
- Service level guarantee for platform uptime.
- Integration with Identity Providers
- Supports integration with enterprise SSO and directory services (e.g., Active Directory, Okta).
- Mobile & Tablet Compatibility
- Works fully on mobile and tablet devices for remote or field staff.
- Multi-Tenancy
- Can securely host multiple business units or legal entities within a single platform.
- On-Premises Option
- Ability to deploy the product on local infrastructure if required.
Financial Modeling & Analytics
Tools supporting complex mathematical and statistical modeling for scenario analysis, risk forecasting, and profitability projection.
- Customizable Financial Models
- Allows users to create or modify financial models specific to the insurance business.
- Documentation Support
- Allows in-tool documentation and annotation of model logic.
- Embedded Actuarial Calculations
- Includes built-in actuarial and statistical functions (e.g., loss triangles, reserving models).
- Model Calculation Speed
- Average time required to run a complex model.
- Model Library
- Provides a library of prebuilt models for insurance (e.g., cash flow, solvency, premium projection).
- Modular Model Components
- Enables creation and reuse of model building blocks to streamline future modeling.
- Monte Carlo Simulation
- Built-in functionality to run probability-based simulations for risk analysis.
- Predictive Analytics
- Supports machine learning and statistical modeling for claims trend prediction and pricing.
- Sensitivity Analysis
- Ability to test and visualize the impact of changing key input variables.
- Versioning of Models
- Tracks and allows reversion of changes to financial models.
- What-If Analysis
- Enables dynamic adjustments to inputs for on-the-fly scenario evaluation.
Insurance-Specific Functionality
Features specifically designed to meet the regulatory, operational, and financial needs of insurance companies.
- Claims Forecasting
- Tools for projecting future insurance claims based on trends and actuarial data.
- Compliance with Insurance Accounting Standards
- Includes logic for accounting under statutory frameworks.
- Integration with Actuarial Tools
- Can be connected to external actuarial systems (e.g., Moody's Analytics, Milliman).
- Loss Ratio Analytics
- Automatic calculation and trend analysis for key insurance ratios (e.g., loss, expense, combined).
- Policy Lifecycle Modeling
- Models full policy life from quote to claim, renewal, or lapse.
- Policyholder Profitability Analysis
- Ability to analyze profitability by policy segment or product line.
- Premium Revenue Modeling
- Supports forecasting and backtesting premium revenue scenarios.
- Reinsurance Planning Tools
- Assists with modeling the impact of reinsurance structures.
- Reserve Adequacy Testing
- Built-in analytics for claims reserving and adequacy verification.
- Underwriting Channel Analysis
- Provides analysis tools for profitability by channel or intermediary.
Integration & Extensibility
Capability to connect with other systems and extend through APIs, plug-ins, or custom code for evolving requirements.
- Custom Notification Channels
- Allows integration with external messaging or notification platforms (e.g., Slack, Teams, email).
- Custom Scripting/Logic Support
- Allows users to write custom scripts for data transformation or business logic.
- Integration Monitoring Dashboard
- Monitors and reports on the status of all integrations.
- Integration Throughput
- Maximum supported transactions between systems per minute.
- Legacy System Support
- Can connect and synchronize with older on-premises or mainframe systems.
- Marketplace for Add-Ons
- Access to a library of certified extensions or partner apps.
- Open API Availability
- Comprehensive, documented APIs for extending or integrating the platform.
- Plug-In Framework
- Supports custom plug-ins for bespoke functionality.
- Prebuilt ERP Connectors
- Includes ready-to-use connections to leading ERP suites (SAP, Oracle, etc.).
- Webhook Support
- Can trigger and respond to webhooks for event-based integration.
Reporting & Visualization
Enables the creation, customization, and sharing of reports and dashboards tailored to users' needs.
- Ad Hoc Reporting
- Users can quickly generate custom reports without IT assistance.
- Customizable Dashboards
- Users can build and personalize dashboards with charts, graphs, and KPI widgets.
- Data Export Formats
- Supported number of export formats (e.g., PDF, Excel, CSV, XML).
- Interactive Visualization Tools
- Includes tools for interactive data exploration (e.g., drilldowns, filters).
- Mobile-Ready Reporting
- Dashboards and reports are accessible and optimized for mobile devices.
- Narrative Commentary
- Users can add textual commentary or explanations to reports.
- Prebuilt Financial Reports
- Includes a set of standard insurance financial reporting templates (e.g., statutory, regulatory).
- Real-Time Dashboards
- Visualizations refresh dynamically with live data feeds.
- Role-Based Report Access
- Controls who can view, edit, or share reports based on user roles.
- Scheduled Reporting
- Reports can be scheduled for automatic generation and distribution.
- Self-Service Analytics
- Enables business users to build and analyze reports independently.
Security & Compliance
Ensures data confidentiality, integrity, auditability, and regulatory compliance, especially critical in the insurance industry.
- Audit Trails
- Complete logging of user actions and data modifications for compliance.
- Data Encryption
- All data is encrypted both at rest and in transit.
- Data Residency Options
- Ability to select data storage in specific geographic regions.
- Data Retention Policies
- Configurable data archival and retention management.
- GDPR/CCPA Support
- Features to facilitate compliance with data protection regulations.
- Incident Response Procedures
- Documented procedures for managing security breaches.
- Penetration Testing Frequency
- How often the system undergoes security penetration testing.
- Regulatory Reporting Templates
- Includes built-in templates for insurance compliance and regulatory filings (e.g., IFRS 17, Solvency II).
- Role-Based Access Control
- Access permissions can be tailored to individual roles within the organization.
- Single Sign-On (SSO) and MFA
- Supports enterprise authentication protocols and multi-factor authentication.
- User Session Timeout Controls
- Customizable inactivity timeouts for user sessions.
Support & Vendor Services
Vendor-provided resources and support that ensure a smooth, successful implementation and ongoing user satisfaction.
- 24/7 Support Availability
- Round-the-clock technical and user support access.
- Community Forums
- Access to online user communities for peer support.
- Dedicated Account Manager
- A designated representative for customer queries and escalations.
- Feedback & Enhancement Channels
- Structured method for users to submit product feedback or feature requests.
- Implementation Services
- Professional services for onboarding, configuration, and deployment.
- Service Level Agreements (SLAs)
- Guaranteed response and resolution times for support issues.
- Supported Languages
- Number of available support languages.
- Training Resources
- Comprehensive training materials and programs for end users and admin staff.
- User Conference & Webinars
- Periodic conferences and webinars for product updates and best practices.
- Vendor-Managed Upgrades
- Regular updates and upgrades are managed by the vendor.
Usability & User Experience
Design and operational characteristics that increase ease of use, efficiency, and reduce training overhead.
- Accessibility Compliance
- Complies with common accessibility standards (e.g., WCAG 2.1).
- Average User Task Speed
- Mean time required to complete common tasks (e.g., running a forecast).
- Bulk Data Update Tools
- Efficient interfaces for updating large datasets.
- Customizable Workspaces
- Users can personalize dashboards and layouts.
- Error Message Clarity
- Clear, actionable feedback when issues occur.
- In-Tool Help & Documentation
- Comprehensive, searchable help resources available within the application.
- Intuitive User Interface
- Designed for easy navigation, with consistent layouts and terminology.
- Keyboard Shortcuts
- Keyboard-based navigation and command options.
- Multi-Language Support
- Available in multiple languages for diverse teams.
- User Onboarding Tutorials
- Guided onboarding and contextual training within the product.