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Produces forward-looking capital market assumptions, scenario sets for asset returns, correlations, volatilities, and macroeconomic factors, supporting asset allocation, risk, and ALM studies.
Specialized modeling software for developing forward-looking return, risk, and correlation expectations across asset classes that serve as inputs to strategic asset allocation models.
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Multi-Asset Data Connectivity Ability to ingest data from multiple asset classes (e.g., equities, fixed income, real estate, alternatives). |
The product covers a range of asset classes and is designed to generate scenarios for portfolio and ALM studies, implying multi-asset data connectivity. | |
Live Data Feeds Integration with real-time data feeds for up-to-date market information. |
Documentation and product site reference integration of live data feeds for real-time scenario updates. | |
Historical Data Coverage Availability and depth of historical market data accessible for modeling. |
No information available | |
Data Vendor Integration Ability to link to major financial data vendors (Bloomberg, Refinitiv, etc.). |
Integrates with major data vendors; Bloomberg and Refinitiv integration mentioned in documentation. | |
Custom Dataset Upload Support for uploading bespoke or proprietary datasets. |
Supports custom dataset uploads for proprietary or bespoke data. | |
Data Mapping & Cleansing Tools Automated tools for mapping, cleaning, and validating large datasets. |
Data mapping and cleansing are referenced as part of onboarding/provisioning processes. | |
Frequency Handling Capacity to handle and standardize data at different frequencies (daily, monthly, quarterly). |
The system supports modeling over daily, monthly, and quarterly timeframes. | |
Currency Handling Support for multi-currency data and conversion capabilities. |
Product features include multi-currency support and conversion capabilities. | |
API Access Provision of APIs for auto data ingestion and integrations. |
Extensive API access available for data ingestion and integrations per technical documentation. | |
Audit Trails Full traceability regarding source and transformation of input data. |
. | No information available |
Asset Return Forecasting Ability to project expected returns for various asset classes. |
Direct reference to return forecasting for multiple asset classes in product overview. | |
Volatility Forecasting Modeling projected volatility for asset classes. |
Volatility modeling and forecasting are core product capabilities. | |
Correlation Estimation Capacity to estimate and customize asset class correlations. |
Allows estimation and customization of asset class correlations. | |
Mean Reversion Modeling Modeling long-term mean reverting tendencies for returns/volatility. |
Documentation references mean-reversion modeling, especially in long-term strategic forecasts. | |
Fat-Tail/Non-Normal Distribution Support Ability to model distributions beyond the normal (e.g., skewness, kurtosis). |
Supports fat-tail and non-normal distribution modeling, including skew and kurtosis. | |
Scenario Generation Capability to generate and analyze multiple market scenarios based on user inputs or macro drivers. |
Scenario generation based on macro and market variables is a core capability. | |
Macroeconomic Linkages Modeling relationships between macro variables (inflation, GDP, rates) and asset returns. |
Product models direct linkages between economic variables and asset returns. | |
Automatic Calibration System-assisted calibration of CMAs to observed market pricing or benchmarks. |
Automatic calibration to market benchmarks or observed prices detailed in technical documentation. | |
Multi-Horizon Modeling Model projections over multiple investment horizons (e.g., 1Y, 5Y, 10Y). |
Projections over multiple horizons (short, medium, long) are highlighted. | |
Parameter Sensitivity Analysis Tools to test the impact of changing assumption parameters. |
Parameter and assumption sensitivity analysis tools are available. | |
Speed of Assumption Update Time taken for recalibrating CMAs after data change. |
No information available |
Efficient Frontier Modeling Generation of efficient frontiers and trade-off curves. |
Efficient frontier and trade-off curve generation are cited use cases. | |
Portfolio Optimization Algorithms Support for various optimization techniques (mean-variance, Black-Litterman, risk budgeting). |
Optimization models such as Black-Litterman, mean-variance, and risk budgeting are supported. | |
Custom Constraints Handling Ability to impose regulatory, ESG, liquidity, and other constraints. |
Handles custom constraints for regulatory, ESG, and liquidity requirements. | |
Multi-Objective Optimization Optimization based on multiple objectives (risk, return, ESG scores). |
Multi-objective optimization, such as maximizing ESG scores alongside returns, described in use case materials. | |
Scenario-Based Optimization Run optimization under different what-if macro/market scenarios. |
Scenario-based optimization is referenced in ALM and stress-testing contexts. | |
Asset Class Granularity Maximum number of asset classes handled per optimization run. |
No information available | |
Optimization Speed Average time for a full optimization run. |
No information available | |
Multi-Period Asset Allocation Support for dynamic or glide-path asset allocation approaches. |
Dynamic and glide-path asset allocations are explicitly offered as product features. | |
User-Defined Views Integration Ability for users to input subjective views for optimization. |
Allows investor subjective views to be integrated into optimization models. | |
Result Exportability Options for exporting optimization results (Excel, PDF, CSV). |
Export of results to CSV and Excel formats is available. |
Customizable Dashboards Flexibility to build and customize dashboards for different users/teams. |
Customizable dashboards are referenced for various user types. | |
Charting Capabilities Variety of graphical outputs (charts, histograms, heatmaps, scenario trees). |
Charting, including scenario trees, histograms and time series plots, is described on main product page. | |
Assumption Traceability Clear visibility into how assumptions are derived and used. |
Assumption traceability is available to aid audit and model governance, as referenced in compliance support materials. | |
Interactivity Users can interactively change assumptions and view real-time impact. |
User interactivity and impact visualization is mentioned as a dashboard feature. | |
Simulation Outputs Visualization of simulation/model outcomes (fan charts, Monte Carlo clouds). |
Simulation outputs including Monte Carlo scenario clouds and fan charts are featured. | |
White-Label Reporting Ability to generate branded reports and presentations. |
Supports white-label reporting for end-client deliverables. | |
Automated Report Scheduling Set up reports to auto-generate and distribute on schedule. |
System supports report scheduling and automated delivery according to documentation. | |
Download Formats Number of file formats supported for output downloads. |
No information available | |
Annotations/Notes Ability to annotate charts and reports with notes or rationales. |
No information available | |
Multi-Language Support Options for reports in multiple languages. |
No information available |
Role-Based Access Control Fine-grained permissioning for individual users and teams. |
Role-based access control is indicated as a standard admin feature. | |
Audit Logging Complete logging of user actions and changes for compliance/audit. |
Audit logging for compliance is referenced in system admin resources. | |
Collaboration Tools Real-time note sharing, discussions, and shared workspaces. |
No information available | |
Approval Workflows Built-in review and approval process for changing key assumptions or outputs. |
Review and approval workflows for key metric changes are cited compliance features. | |
User Capacity Maximum number of active user accounts supported. |
No information available | |
Version Control Tracking and management of different assumption/model versions. |
Version control for models and assumptions is referenced in product guides. | |
Single Sign-On (SSO) Integration with enterprise authentication standards. |
Single sign-on (SSO) support is documented as a security feature. | |
User Activity Monitoring Monitoring and reporting of user sessions and activities. |
No information available | |
Collaboration with External Partners Controlled access and sharing with clients or third-party consultants. |
Collaboration with external partners/clients available through controlled access portals. | |
Data Room/Document Repository Secure cloud storage for files and documentation. |
Provision of secure cloud-based document repository referenced. |
Custom Scenario Builder Build bespoke market or macroeconomic scenarios. |
Custom scenario builder for market/macro variables described as a primary feature. | |
Historical Scenario Replay Replay and analyze past crisis events (e.g., 2008, COVID-19 shock). |
Replay of historical crisis scenarios (e.g. 2008, COVID-19) is described. | |
Reverse Stress Testing Identify scenarios that would cause portfolio failure or breach risk thresholds. |
Reverse stress testing is supported per risk management product guides. | |
Multi-Scenario Comparison Simultaneous analysis and comparison of multiple market scenarios. |
Offers simultaneous analysis of multiple scenarios for portfolio review. | |
Macro Factor Shocks Introduce shocks to macro drivers (rates, inflation) and analyze impact. |
Macro factor shocks and stress-testing are core product capabilities. | |
Downside/Extreme Event Analysis Assessment of tail risks and low-probability extreme outcomes. |
Explicit support for downside/extreme event analysis and tail risk. | |
Sensitivity Dashboards Visual dashboards to understand key sensitivities. |
No information available | |
Fast Scenario Computation Average time to run and present a new scenario simulation. |
No information available | |
Pre-Built Scenario Libraries Library of pre-defined macro and market scenarios. |
A library of pre-built scenario templates and historical episodes is included. | |
Scenario Export/Documentation Ability to export scenario specifications and results for audit and review. |
Export and documentation of scenario results are supported for audit/compliance. |
System Uptime SLA Percentage uptime guaranteed by the vendor. |
No information available | |
Concurrent User Support Maximum number of simultaneous users supported. |
No information available | |
Calculation Speed Median time required for full assumption modeling and optimization run. |
No information available | |
Cloud Compatibility Capability to deploy or access securely via cloud infrastructure. |
Primarily delivered as a secure cloud-hosted SaaS solution. | |
On-Premise Option Available as an installable solution within internal firewalls. |
On-premise delivery options are available for select clients. | |
Data Encryption (at rest/in transit) Full encryption of data both when stored and transmitted. |
Data encrypted at rest and in transit per standard information security policies. | |
Multi-Tenancy Support Segregation of data and resources for different clients or teams. |
Multi-tenancy support for client data separation is referenced. | |
Penetration Testing Certification Regular external security testing and reporting. |
Penetration testing certification and regular third-party security audits described in compliance documentation. | |
GDPR/Regulatory Compliance Adherence to relevant data privacy, retention, and usage regulations. |
GDPR and regulatory compliance stated in data privacy policy. | |
Disaster Recovery/Backup Automated backup schedule and recovery protocols. |
Disaster recovery and backup protocols are referenced in SLA. |
Custom Assumption Models Users can build and integrate bespoke modeling assumptions. |
Users can build custom assumption models via configuration and plug-in interface. | |
Open API Access Rich, documented APIs for both data ingestion and result extraction. |
Rich, documented open API access is available for integration. | |
SDK Availability Software development kits for developer customization or embedding. |
No information available | |
Scriptable Workflows Use of scripting languages or formula editors for workflow automation. |
No information available | |
Modular Architecture Core modules plus optional add-ons/plugins for increased flexibility. |
No information available | |
Integration with Portfolio Management/Order Systems Ready-to-go interfaces with downstream execution or monitoring systems. |
Integration with external portfolio/order management systems is noted as a feature for institutional clients. | |
Custom UI Components Build/edit custom user interface components for specific needs. |
No information available | |
Custom Report Template Design Create and save personalized report formats and templates. |
Personalized report templates can be created and saved for reuse. | |
Plug-In Marketplace Access Access to a community or marketplace for add-ons/extensions. |
No information available | |
Script Execution Time Average time to run custom scripts or extensions. |
No information available |
Multi-Factor Risk Models Incorporate multiple risk drivers and factor models. |
Product includes support for multi-factor risk models including macro and style factors. | |
Ex-Ante/Ex-Post Risk Reporting Forward-looking (ex-ante) and backward-looking (ex-post) risk analytics. |
Both ex-ante and ex-post risk analytics/reporting features are available. | |
Historical VaR & Expected Shortfall Calculation and reporting of Value at Risk and ES based on history. |
Can calculate historical VaR and Expected Shortfall as part of risk analytics. | |
Stress/Scenario VaR Model stress-testing and VaR under defined scenarios. |
Stress and scenario-based VaR is referenced as part of the scenario analysis toolset. | |
Contribution to Risk Attribution of risk to individual assets or allocations. |
Risk attribution down to asset/allocation levels supported in reporting. | |
Attribution by Macro Factors Show exposure and risk/return attribution by macroeconomic or style factors. |
Can attribute performance and risk by macro factors (inflation, GDP, etc.). | |
Risk Reporting Frequency Supported data/reporting periodicity for risk analytics. |
No information available | |
Drill-Down Analytics Ability to analyze at asset, sector, region, and risk factor levels. |
Drill-down analytics by asset/sector/region/risk factor is included as a reporting feature. | |
Comparative Portfolio Analysis Compare risk across proposed vs. existing portfolios. |
Comparative portfolio risk analytics are provided. | |
Visual Risk Heatmaps Graphical display of risk concentrations and hotspots. |
No information available |
Dedicated Account Manager Assigned point of contact for support queries and escalation. |
Dedicated account management is included in service level agreements. | |
24/7 Technical Support Round-the-clock helpdesk availability. |
24/7 technical support referenced for global enterprise clients. | |
Online Knowledge Base Comprehensive, searchable user manuals and guides. |
Online knowledge base/user documentation is publicly accessible. | |
Onboarding/Training Programs Structured training sessions and onboarding support. |
Offers comprehensive onboarding and structured training programs. | |
Release Notes & Change Alerts Regularly published updates on product changes. |
Release notes and system update alerts are issued regularly. | |
User Community/Forums Access to discussion forums and product user groups. |
Active user community and product forums cited on website. | |
Custom Training Materials Bespoke training resources tailored to firm workflows. |
Custom training materials tailored to client needs provided as part of solution. | |
Multichannel Support Support available via email, phone, and chat. |
Multi-channel support including email, phone, and chat is available. | |
API/Developer Documentation Extensive, well-maintained documentation for technical integrations. |
Comprehensive API and developer documentation is maintained. | |
User Feedback Mechanism Platform for submitting enhancement requests and feedback. |
Platform for customer feedback and enhancement requests noted online. |
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