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Comprehensive multi-factor models that help investors understand factor exposures across global markets. Includes tools for portfolio construction, risk forecasting, performance attribution, and stress testing with detailed factor analytics across equity markets.
Software that analyzes and decomposes investment returns into systematic factor exposures (such as value, momentum, quality) to understand portfolio characteristics and develop factor-based strategies.
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Multi-source Data Connectivity Ability to connect and synchronize with various financial data providers, custodians, and internal databases. |
MSCI Barra models pull from multiple data feeds and support connections with major data vendors and custodians (see MSCI documentation on data integration). | |
Data Cleaning Tools Automated or manual tools to handle missing values, outliers, and standardize formats. |
MSCI Barra includes data scrubbing, mapping, and anomaly handling as a standard part of their factor model workflow. | |
Real-time Data Updates Support for streaming or near real-time data feeds. |
The platform supports daily and intraday updates for most equity factor models; supports near real-time updates in institutional implementations. | |
Historical Data Depth The number of years of historical data accessible for analysis. |
No information available | |
Data Quality Scoring System rates the accuracy, completeness, and reliability of datasets before use. |
Barra includes data quality scoring methodologies and outlier flagging; see portfolio analytics documentation. | |
Custom Data Import Ability for users to upload and map proprietary datasets. |
Custom data upload/mapping is supported for clients; enables incorporation of proprietary datasets (see user manuals). | |
Automated Data Mapping System auto-maps fields between source and destination datasets. |
MSCI explicitly touts automated data field mapping as a usability feature for onboarding new datasets. | |
Data Lineage Tracking Tracks the origin and transformations of data (audit trail). |
Full data lineage and audit features are standard in institutional installations; trace data from acquisition to analytics. | |
Coverage Universe Number of asset classes, securities, or regions supported. |
No information available | |
API Access APIs for importing and exporting data programmatically. |
Well-documented, full-featured API (REST/JSON, Excel add-in, etc.) available for client programmatic interaction. | |
Frequency of Data Refresh How often data can be refreshed or updated. |
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Data Encryption All data in transit and at rest is encrypted. |
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Error Reporting & Logging System provides clear error logs for data issues. |
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Prebuilt Factor Libraries Comprehensive set of standard factors (e.g., size, value, quality, momentum). |
Broad libraries of standard and advanced factors available, including quality, value, momentum, size, volatility, etc. | |
Custom Factor Creation Users can define new factors using formulas, custom data, or machine learning. |
Users can define custom factors using formulas or through the Barra FAST interface. | |
Factor Backtesting Historical performance simulation of factors and strategies. |
Historical backtesting, with full performance simulation, is a core feature of MSCI Barra Analytics. | |
Factor Exposure Calculation Automated calculation of portfolio exposures to specific factors. |
Barra provides automated factor exposure calculations at the security and portfolio level. | |
Multi-level Factor Hierarchies Supports grouping of factors into themes or higher-level categories. |
Hierarchical grouping of factors (thematic, regional, sector) supported. | |
Factor Covariance Estimation Statistical estimation of relationships between factors. |
Statistical estimation of factor covariances/interaction matrices is a principal capability. | |
Time-varying Factor Models Allows for factor model parameters to adjust through time. |
Time-varying/rolling estimation of risk and factor loadings supported in advanced versions. | |
Hierarchical Risk Decomposition Risk attribution can be broken out by multiple layers of factors. |
MSCI Barra models support hierarchical/multilevel risk decomposition on multiple factor dimensions. | |
Regression Model Options Multiple regression and statistical model choices for factor estimation. |
Multiple regression and statistical model choices are available for factor analysis and estimation. | |
Machine Learning Integration Supports use of machine learning for factor identification or construction. |
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Factor Sensitivity Analysis Simulate portfolio sensitivity to factor changes. |
Portfolio simulation tools include factor sensitivity/perturbation analysis features. | |
Persistent Beta Tracking Tracks and reports betas for factors and assets over time. |
Persistent exposure and beta tracking by security/factor is included in all historical analysis modules. | |
Number of Supported Factors Maximum number of factors that can be included in a single model. |
No information available |
Multi-objective Optimization Supports optimization for multiple targets (e.g., maximize returns, minimize risk, optimize for specific factors). |
Multi-objective optimization is standard (risk, return, factor exposure, and trading costs considered simultaneously). | |
Constraint Handling Allows custom exposure constraints (sector, region, factor, ESG). |
Extensive support for complex user-defined constraints (sectors, regions, factor exposure, ESG, etc.). | |
Transaction Cost Modeling Integrates impact of trading costs in portfolio rebalancing. |
Transaction cost models (market impact, spread, fees) are integral to Barra's optimization framework. | |
Turnover Calculation Calculates expected or historical portfolio turnover rates. |
Turnover analytics are included in trade suggestion and portfolio analysis modules. | |
Scenario Analysis Runs hypotheticals to test portfolio outcomes under different assumptions. |
Comprehensive scenario analysis supported (shocks, macro/market drivers, user-defined scenarios). | |
Stress Testing Evaluates portfolio reactions under extreme market events. |
Stress testing of portfolios across historical and hypothetical events is a well advertised feature. | |
Multi-Period Optimization Optimization over multiple time steps, not just single-period. |
Multi-period rebalancing and optimization is available for institutional asset owners. | |
Max Portfolio Size Maximum number of securities actively handled in a portfolio. |
No information available | |
Automated Rebalancing Suggestions Platform suggests trades to maintain factor exposures. |
Trade suggestion and automated rebalancing recs are included in the optimization output. | |
Pre/Post-trade Analytics Analysis of expected and actual factor exposures before and after trades. |
Pre- and post-trade analysis tools allow review of factor exposures, risk, attribution and cost projections. | |
Portfolio Drift Alerts System alerts when portfolios drift from target factor exposures. |
Portfolio drift alerting (against factor/sector targets) is available via the reporting and alerting suite. | |
Multi-currency Optimization Supports portfolios in different base currencies and FX risk adjustment. |
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ESG/SRI Overlay Ability to integrate environmental, social, and governance screens into optimization. |
ESG/SRI screening for optimization is available with MSCI's ESG data overlay. |
Factor-based Risk Decomposition Breaks down total risk by component factors. |
Deep factor-based risk decomposition is one of Barra's signature analysis tools. | |
Value at Risk (VaR) and Expected Shortfall Calculation of factor or portfolio-level risk metrics. |
VaR and Expected Shortfall calculation supported at both factor and total portfolio level. | |
Factor-Based Performance Attribution Attributing performance to factor exposures or timing. |
Performance attribution (what factors/timing contributed to returns) a hallmark of the Barra methodology. | |
Relative vs. Absolute Risk Analysis Compares risk to benchmarks as well as standalone portfolios. |
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Contribution to Risk (CTE/CTR) Provides % risk contribution by asset or factor. |
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Conditional Risk Analysis Risk analysis conditional on macroeconomic or market events. |
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Rolling Window Analytics Support for rolling analysis (e.g., rolling beta, rolling risk). |
Rolling window analytics (risk, exposure, betas) is standard in all Barra reporting tools. | |
Risk Limits Monitoring Allows pre-set boundaries for factors or portfolio risk metrics. |
Users can define and monitor explicit risk/exposure limits by factor, region, asset and portfolio. | |
Marginal Risk Analysis Measures risk added or removed by individual securities or factors. |
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Backtest Drawdown Analysis Examines historical drawdowns tied to factors. |
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Time to Compute Risk Stats Time taken to run a full risk analysis report. |
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Factor Interaction Analytics Examines nonlinear effects/interactions across factors. |
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Customizable Dashboards Configurable real-time dashboards showing factor, portfolio, and risk stats. |
Real-time, configurable dashboards are provided for all key metrics and factor exposures. | |
Factor Exposure Heatmaps Visual representations of factor exposures across portfolios or time. |
Heatmap and visualization tools available in reporting dashboards and as exportable widgets. | |
Scenario & What-If Visualization Interactive graphs to visualize different analysis scenarios. |
“What-if” scenario visualizations are included; interactive graphs illustrate exposure/returns under different conditions. | |
Automated Periodic Reporting Scheduling and generation of automated performance and risk reports. |
Scheduled and event-driven reporting is available in the cloud (MyMSCI) and via desktop products. | |
Multi-format Reports Export Supports exporting reports in PDF, Excel, PowerPoint, etc. |
MSCI reports can be exported in PDF, Excel, PowerPoint, and other industry-standard formats. | |
Ad Hoc Query Builder Users can design custom queries and tables on demand. |
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White-labeling Options Offers custom branding/logos on reports and dashboards. |
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Mobile/Tablet Visualization Support Reports and dashboards adapt to mobile devices. |
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Interactive Charting Tools Drill-down capability in visualizations for deeper insights. |
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Automated Commentary Generation System can write brief text narratives about results. |
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Report Customization Time Average time to customize and create a new standard report. |
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Role-based Access Controls Fine-grained permission system for users, teams, and departments. |
Barra platform has granular role/permission controls for users, teams, and admins. | |
Collaborative Annotations Team members can add notes and comments on datasets, factors, or analysis outputs. |
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Audit Trail for Changes Tracks changes to factors, data, and models with timestamps and user IDs. |
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Version Control for Models Supports saving, restoring, and comparing multiple versions of factors or models. |
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Approval Workflows Structured approval process for production usage or large changes. |
Approval workflows and audit trails for factor/model/report changes are included for enterprise clients. | |
Comment Threading Organized comment histories on analyses or reports. |
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User Activity Dashboard Visualization of recent activity by all team members. |
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Notification System Alerts and notifications for changes, approvals, or data imports. |
Notifications for model completion, portfolio drift, or new data uploads are sent via app/email/API. | |
Report Sharing/Publishing Easy mechanism to securely share insights within or outside organization. |
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Simultaneous Multi-user Editing Supports multiple users working in parallel on the same project. |
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RESTful API Endpoints Exposes platform data and analytics for external integration. |
Full-featured REST API for integration with client systems and external analytics tools. | |
Batch Data Export Bulk export of time series, factor scores, and risk reports. |
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Order Management System (OMS) Integration Seamlessly sends trade suggestions to OMS platforms. |
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Portfolio Management System (PMS) Integration Connects with PMS for real-time holdings and exposures. |
Day-to-day portfolio positions and trades can be imported from and exported to PMS/EMS platforms. | |
SFTP/FTP Support Bulk file transfer through secure FTP protocols. |
Bulk SFTP/FTP data loads and extracts supported for enterprise clients. | |
Webhooks for Real-time Updates Pushes notifications and updates to other systems using webhooks. |
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Custom Scripting Support Allows custom scripts (Python, R, etc.) to automate workflows. |
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Third-party Ecosystem Support Able to connect with popular financial data and analytics providers. |
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API Rate Limits Maximum calls per second for stable operation. |
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OAuth/SSO Authentication Supports Single Sign-On and industry-standard authentication. |
Supports SSO, SAML, and OAuth authentication for integration with enterprise identity platforms (Okta, Azure AD, etc.). |
Intuitive Navigation Logical layout reduces clicks and speeds up workflows. |
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Multi-language Support Interface is available in multiple languages. |
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Accessibility Features Support for visually impaired users (high contrast, screen readers, keyboard navigation). |
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Responsive Design Adapts to different screen sizes and devices. |
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Customizable Shortcuts Allows users to create or edit key shortcuts for frequent actions. |
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Search Functionality Comprehensive search for factors, securities, reports, and documentation. |
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Step-by-step Wizards Guided workflows for complex processes. |
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In-app Help/Tooltips Contextual help is available at all major interface points. |
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Load Time for Major Screens Average load time for analytics dashboard or factor model screens. |
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User Profile Customization Custom dashboards and settings for individual users. |
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Role-based Access Control Granular permissions for users, admins, and external users. |
Granular permission controls are well documented (portfolio, user, reporting, and data level). | |
Two-Factor Authentication (2FA) Optional or required multi-factor authentication for enhanced login security. |
Two factor authentication supported for user/admin accounts (documentation reference). | |
Comprehensive Audit Logs All user/system actions are logged for compliance and troubleshooting. |
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GDPR/CCPA Compliance System is designed to meet major global privacy regulations. |
MSCI Barra's cloud service is GDPR/CCPA compliant, including data localization and user data controls. | |
Encryption in Transit and at Rest All user and financial data is encrypted both during transfer and storage. |
Data is encrypted at rest and in transit (TLS/AES-256 for storage and inter-server communication). | |
Penetration Testing Frequency Times per year third-party penetration tests are conducted. |
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Data Backup Frequency How often critical data is backed up securely. |
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Single Sign-On Support Integration with enterprise identity solutions (Azure AD, Okta, etc.). |
Single Sign-On support enabled out of the box for enterprise clients. | |
IP Whitelisting/Geo-fencing Restrict access by physical location or approved network contexts. |
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Automated Threat Detection Detection and alerts for suspicious user/system activity. |
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Concurrent User Capacity The maximum number of concurrent users supported with no performance degradation. |
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Analysis Throughput Number of portfolios and datasets the platform can analyze per day. |
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Peak Data Upload Size Largest supported file/dataset for loading/upload. |
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Average Report Generation Time Typical time taken to generate a complex portfolio report. |
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Uptime SLA Guaranteed platform uptime percentage. |
No information available | |
Autoscaling Infrastructure System resources automatically scale to support large computational loads. |
MSCI's platform is cloud-native and can autoscale based on client compute needs. | |
Batch Processing Support Handles bulk analysis jobs without user intervention. |
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Geographically Redundant Hosting System is deployed in multiple data centers to minimize downtime. |
Global hosting footprint (AWS, Azure) provides redundancy and failover; minimizes downtime regionally. | |
Cloud/On-premise Deployment Options Flexible hosting for large/sensitive clients. |
Both on-premise and cloud options can be deployed depending on customer security/compliance requirements. | |
Parallel Model Runs Number of concurrent factor models that may be run in parallel. |
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24/7 Customer Support Live technical and product support always available. |
MSCI offers 24/7 dedicated support for institutional clients (per MSCI support policy). | |
Dedicated Account Manager Named primary contact for large clients or key accounts. |
Dedicated account managers provided for large customers and strategic accounts. | |
Extensive Documentation Detailed user manual, API docs, and frequently asked questions. |
Extensive, detailed documentation and API guides are published and regularly updated. | |
Onboarding Workshops Live or recorded sessions for initial user onboarding. |
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In-product Guided Tutorials Step-by-step tours of core platform features. |
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Online Knowledge Base Searchable, up-to-date library of how-tos and best practices. |
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Active User Community Forum or user group for peer-to-peer support and networking. |
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Training Certification Programs Users can earn certificates in platform proficiency. |
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Average Response Time Median time to initial response for support cases. |
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Custom Training Services Tailored training for teams or enterprise deployments. |
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