Capital Market Assumption Tools features explained
for Investment Strategy & Asset Allocation
Specialized modeling software for developing forward-looking return, risk, and correlation expectations across asset classes that serve as inputs to strategic asset allocation models.
Every feature we track for Capital Market Assumption Tools products, with a description of what each one means.
Customizability, Extensibility & APIs
Ability to tailor, extend, and interface with other systems via open and flexible architecture.
- Custom Assumption Models
- Users can build and integrate bespoke modeling assumptions.
- Custom Report Template Design
- Create and save personalized report formats and templates.
- Custom UI Components
- Build/edit custom user interface components for specific needs.
- Integration with Portfolio Management/Order Systems
- Ready-to-go interfaces with downstream execution or monitoring systems.
- Modular Architecture
- Core modules plus optional add-ons/plugins for increased flexibility.
- Open API Access
- Rich, documented APIs for both data ingestion and result extraction.
- Plug-In Marketplace Access
- Access to a community or marketplace for add-ons/extensions.
- SDK Availability
- Software development kits for developer customization or embedding.
- Script Execution Time
- Average time to run custom scripts or extensions.
- Scriptable Workflows
- Use of scripting languages or formula editors for workflow automation.
Data Integration & Sources
Features that ensure seamless connection to a variety of internal and external data sources to underpin assumptions and projections.
- API Access
- Provision of APIs for auto data ingestion and integrations.
- Audit Trails
- Full traceability regarding source and transformation of input data.
- Currency Handling
- Support for multi-currency data and conversion capabilities.
- Custom Dataset Upload
- Support for uploading bespoke or proprietary datasets.
- Data Mapping & Cleansing Tools
- Automated tools for mapping, cleaning, and validating large datasets.
- Data Vendor Integration
- Ability to link to major financial data vendors (Bloomberg, Refinitiv, etc.).
- Frequency Handling
- Capacity to handle and standardize data at different frequencies (daily, monthly, quarterly).
- Historical Data Coverage
- Availability and depth of historical market data accessible for modeling.
- Live Data Feeds
- Integration with real-time data feeds for up-to-date market information.
- Multi-Asset Data Connectivity
- Ability to ingest data from multiple asset classes (e.g., equities, fixed income, real estate, alternatives).
Modeling & Assumption Engine
Functionality for constructing, calibrating, and stress-testing capital market assumptions (CMAs).
- Asset Return Forecasting
- Ability to project expected returns for various asset classes.
- Automatic Calibration
- System-assisted calibration of CMAs to observed market pricing or benchmarks.
- Correlation Estimation
- Capacity to estimate and customize asset class correlations.
- Fat-Tail/Non-Normal Distribution Support
- Ability to model distributions beyond the normal (e.g., skewness, kurtosis).
- Macroeconomic Linkages
- Modeling relationships between macro variables (inflation, GDP, rates) and asset returns.
- Mean Reversion Modeling
- Modeling long-term mean reverting tendencies for returns/volatility.
- Multi-Horizon Modeling
- Model projections over multiple investment horizons (e.g., 1Y, 5Y, 10Y).
- Parameter Sensitivity Analysis
- Tools to test the impact of changing assumption parameters.
- Scenario Generation
- Capability to generate and analyze multiple market scenarios based on user inputs or macro drivers.
- Speed of Assumption Update
- Time taken for recalibrating CMAs after data change.
- Volatility Forecasting
- Modeling projected volatility for asset classes.
Optimization & Asset Allocation
Capabilities to use assumptions for running optimization and portfolio construction.
- Asset Class Granularity
- Maximum number of asset classes handled per optimization run.
- Custom Constraints Handling
- Ability to impose regulatory, ESG, liquidity, and other constraints.
- Efficient Frontier Modeling
- Generation of efficient frontiers and trade-off curves.
- Multi-Objective Optimization
- Optimization based on multiple objectives (risk, return, ESG scores).
- Multi-Period Asset Allocation
- Support for dynamic or glide-path asset allocation approaches.
- Optimization Speed
- Average time for a full optimization run.
- Portfolio Optimization Algorithms
- Support for various optimization techniques (mean-variance, Black-Litterman, risk budgeting).
- Result Exportability
- Options for exporting optimization results (Excel, PDF, CSV).
- Scenario-Based Optimization
- Run optimization under different what-if macro/market scenarios.
- User-Defined Views Integration
- Ability for users to input subjective views for optimization.
Performance, Scalability & Security
Technical features supporting robust, large-scale, and secure operation.
- Calculation Speed
- Median time required for full assumption modeling and optimization run.
- Cloud Compatibility
- Capability to deploy or access securely via cloud infrastructure.
- Concurrent User Support
- Maximum number of simultaneous users supported.
- Data Encryption (at rest/in transit)
- Full encryption of data both when stored and transmitted.
- Disaster Recovery/Backup
- Automated backup schedule and recovery protocols.
- GDPR/Regulatory Compliance
- Adherence to relevant data privacy, retention, and usage regulations.
- Multi-Tenancy Support
- Segregation of data and resources for different clients or teams.
- On-Premise Option
- Available as an installable solution within internal firewalls.
- Penetration Testing Certification
- Regular external security testing and reporting.
- System Uptime SLA
- Percentage uptime guaranteed by the vendor.
Reporting & Visualization
Tools for clear and customizable presentation of model assumptions, results, and analytics.
- Annotations/Notes
- Ability to annotate charts and reports with notes or rationales.
- Assumption Traceability
- Clear visibility into how assumptions are derived and used.
- Automated Report Scheduling
- Set up reports to auto-generate and distribute on schedule.
- Charting Capabilities
- Variety of graphical outputs (charts, histograms, heatmaps, scenario trees).
- Customizable Dashboards
- Flexibility to build and customize dashboards for different users/teams.
- Download Formats
- Number of file formats supported for output downloads.
- Interactivity
- Users can interactively change assumptions and view real-time impact.
- Multi-Language Support
- Options for reports in multiple languages.
- Simulation Outputs
- Visualization of simulation/model outcomes (fan charts, Monte Carlo clouds).
- White-Label Reporting
- Ability to generate branded reports and presentations.
Risk Analytics & Attribution
Advanced features to analyze risk characteristics and decompose historical/future portfolio performance.
- Attribution by Macro Factors
- Show exposure and risk/return attribution by macroeconomic or style factors.
- Comparative Portfolio Analysis
- Compare risk across proposed vs. existing portfolios.
- Contribution to Risk
- Attribution of risk to individual assets or allocations.
- Drill-Down Analytics
- Ability to analyze at asset, sector, region, and risk factor levels.
- Ex-Ante/Ex-Post Risk Reporting
- Forward-looking (ex-ante) and backward-looking (ex-post) risk analytics.
- Historical VaR & Expected Shortfall
- Calculation and reporting of Value at Risk and ES based on history.
- Multi-Factor Risk Models
- Incorporate multiple risk drivers and factor models.
- Risk Reporting Frequency
- Supported data/reporting periodicity for risk analytics.
- Stress/Scenario VaR
- Model stress-testing and VaR under defined scenarios.
- Visual Risk Heatmaps
- Graphical display of risk concentrations and hotspots.
Scenario Analysis & Stress Testing
Enabled tools for evaluating resilience of assumptions and allocations under different market conditions.
- Custom Scenario Builder
- Build bespoke market or macroeconomic scenarios.
- Downside/Extreme Event Analysis
- Assessment of tail risks and low-probability extreme outcomes.
- Fast Scenario Computation
- Average time to run and present a new scenario simulation.
- Historical Scenario Replay
- Replay and analyze past crisis events (e.g., 2008, COVID-19 shock).
- Macro Factor Shocks
- Introduce shocks to macro drivers (rates, inflation) and analyze impact.
- Multi-Scenario Comparison
- Simultaneous analysis and comparison of multiple market scenarios.
- Pre-Built Scenario Libraries
- Library of pre-defined macro and market scenarios.
- Reverse Stress Testing
- Identify scenarios that would cause portfolio failure or breach risk thresholds.
- Scenario Export/Documentation
- Ability to export scenario specifications and results for audit and review.
- Sensitivity Dashboards
- Visual dashboards to understand key sensitivities.
Support, Documentation & Training
Vendor-supported resources, help, and learning for users.
- 24/7 Technical Support
- Round-the-clock helpdesk availability.
- API/Developer Documentation
- Extensive, well-maintained documentation for technical integrations.
- Custom Training Materials
- Bespoke training resources tailored to firm workflows.
- Dedicated Account Manager
- Assigned point of contact for support queries and escalation.
- Multichannel Support
- Support available via email, phone, and chat.
- Onboarding/Training Programs
- Structured training sessions and onboarding support.
- Online Knowledge Base
- Comprehensive, searchable user manuals and guides.
- Release Notes & Change Alerts
- Regularly published updates on product changes.
- User Community/Forums
- Access to discussion forums and product user groups.
- User Feedback Mechanism
- Platform for submitting enhancement requests and feedback.
User Management & Collaboration
Features to enable secure, auditable, and collaborative workflows.
- Approval Workflows
- Built-in review and approval process for changing key assumptions or outputs.
- Audit Logging
- Complete logging of user actions and changes for compliance/audit.
- Collaboration Tools
- Real-time note sharing, discussions, and shared workspaces.
- Collaboration with External Partners
- Controlled access and sharing with clients or third-party consultants.
- Data Room/Document Repository
- Secure cloud storage for files and documentation.
- Role-Based Access Control
- Fine-grained permissioning for individual users and teams.
- Single Sign-On (SSO)
- Integration with enterprise authentication standards.
- User Activity Monitoring
- Monitoring and reporting of user sessions and activities.
- User Capacity
- Maximum number of active user accounts supported.
- Version Control
- Tracking and management of different assumption/model versions.