Portfolio construction, risk management, performance attribution, ESG and climate analysis, factor modeling, stress testing, and scenario analysis across multiple asset classes.
Professional financial information platforms that provide real-time market data, news, analytics, and research tools for investment professionals. Examples include Bloomberg Terminal, Refinitiv Eikon, and FactSet.
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Real-Time Data Access to streaming, real-time financial market data. |
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Historical Data Depth Length of time for which historical market data is available. |
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Global Markets Coverage Number of countries/regions for which market data is offered. |
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Asset Class Breadth Number of asset classes supported (e.g., equities, fixed income, FX, commodities, derivatives). |
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Market Depth (Level II/Order Book Data) Availability of order book and depth of market information. |
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Corporate Actions Data Access to data on splits, dividends, mergers, and other corporate actions. |
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Fundamental Data Availability of company fundamentals such as financial statements, ratios, and estimates. |
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Alternative Data Inclusion of non-traditional datasets (e.g., satellite imagery, web scraping, sentiment scores). |
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Timeliness of Data Updates Average delay in delivery of updated financial data. |
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Economic Indicators Availability of macroeconomic data, forecasts, and releases. |
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Earnings Calendar Comprehensive calendar for tracking upcoming earnings announcements. |
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ETF & Fund Data Detailed holdings, flows, and analytics for funds and ETFs. |
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Index Constituent Data Constituent makeup and real-time performance of major indices. |
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Broker and Trade Feeds Integration with trade/quote feeds from major brokers and exchanges. |
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Real-Time News Feed Delivery of news headlines and stories in real time. |
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Research Library Availability of a searchable database of research reports from analysts and institutions. |
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Proprietary Analytics Availability of in-house analytics and expert insights. |
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Third-Party Research Aggregation Integration of third-party research content within the platform. |
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Customizable News Alerts User-defined alerts for breaking news on tickers, markets, or keywords. |
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Multilingual News News coverage and translation available in multiple languages. |
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Sector/Industry Analysis Curated sector and industry analysis for deeper insights. |
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Event Calendar Calendar functionality for important market events, such as economic releases and IPOs. |
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Sentiment Analysis Sentiment scores derived from news and social media. |
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Analyst Ratings & Estimates Consensus analyst ratings and earnings estimates on listed companies. |
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News Clipping/Archiving Ability to bookmark and organize news stories. |
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Document Search & Filtering Advanced search and filtering for news and research documents. |
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Regulatory Filings Access Direct access to regulatory filings (e.g., SEC, SEDAR, etc.). |
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Advanced Charting Interactive, multi-format charting with technical indicators. |
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Custom Indicator Creation Ability to create and save personalized technical indicators. |
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Backtesting Tools Simulate strategies based on historical data. |
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Risk/Return Analytics Calculation of risk and return metrics (Sharpe ratio, beta, etc.). |
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Screening and Filtering Stock, bond, and fund screeners with advanced criteria. |
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Portfolio Analytics Performance attribution, scenario analysis, exposure breakdown. |
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Scenario Simulation Stress testing under user-defined or historical scenarios. |
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Comparative Analysis Side-by-side comparison of securities, sectors, or countries. |
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Market Heatmaps Visual heatmaps of market movers by chosen criteria. |
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Real-Time Chart Refresh Rate The frequency with which charts are updated. |
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Downloadable Chart/Image Exports Ability to export and share charts in various formats. |
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Historical Correlation Analysis Correlation and regression tools for instruments and indices. |
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Customizable Workspace Layouts Ability to save and switch between user-defined workspace configurations. |
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Multi-Monitor Support Native support for multiple screens/setups. |
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Keyboard Shortcuts Broad menu of shortcuts for rapid navigation and workflow. |
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Theme/Color Customization Support for dark mode and color schemes. |
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Language Options Number of supported interface languages. |
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Responsive Design Platform adapts to different device sizes (desktop, tablet, phone). |
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User Onboarding/Tutorials Integrated product training and guided walkthroughs. |
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Accessibility Support Features supporting visually/hearing-impaired users (e.g., screen reader compatibility). |
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Workflow Automation Tools Scripting, macros, or automation of repetitive actions. |
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User Profile Personalization Save personal settings, favorites, and workspace in a user profile. |
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Fast Start-up Time Time required for the platform to fully launch from cold start. |
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API Access Availability of REST, WebSocket, and other APIs for programmatic access. |
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Excel Integration Native add-ins or plugins to link data and analytics into Excel. |
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Export to Common Formats Support for exporting data to CSV, XLSX, PDF, and other formats. |
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Third-Party Application Add-ons Marketplace or support for third-party analytics tools and plugins. |
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OMS/EMS Platform Connectivity Integration with order/execution management systems. |
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Collaboration Tools Integration Seamless transfer/sharing of data into Slack, Teams, email, etc. |
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Single Sign-On Support Centralized login using enterprise credentials. |
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Custom Data Feeds User-uploaded data or custom feed support. |
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Mobile App Availability Companion mobile app for remote access. |
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Shared Workspace/Watchlist Ability to create, share, and co-edit watchlists among teams. |
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Annotation Tools Add notes, highlights, and comments directly to charts and documents. |
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Internal Messaging/Chat Real-time messaging and discussion within the terminal. |
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Document Sharing Send and share research documents with colleagues. |
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Version Control Track edits and maintain versions of shared research outputs. |
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Audio/Video Call Integration Start audio or video meetings directly from the platform. |
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Collaborative Editing Multiple users can edit analysis or notes simultaneously. |
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Permission/Access Controls Manage user roles and access levels for shared content. |
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End-to-End Encryption Data encrypted during transfer and storage. |
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Multi-Factor Authentication Requirements for two-factor/multi-factor authentication of users. |
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Role-Based Access Control Configurable access permissions based on user roles. |
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Audit Trail Comprehensive logs of all user and system actions. |
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Regulatory Compliance Certifications Platform certified for SOC2, ISO 27001, GDPR, and others. |
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Data Residency Options Choice of region for data storage, to meet local regulations. |
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Data Retention Policy Control Configurable retention of historical user data and logs. |
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Secure Document Storage Encrypted, access-controlled storage for sensitive documents and research. |
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24/7 Technical Support Round-the-clock access to troubleshooting and assistance. |
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Dedicated Account Managers Assigned points of contact for personalized support. |
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In-Platform Help/Live Chat Live chat with support staff directly within the terminal. |
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Multilingual Support Support offered in all major languages. |
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Self-Help Knowledge Base Comprehensive documentation, FAQs, and video training. |
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Proactive Service Notifications Automated alerts for scheduled maintenance, downtime, or new features. |
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User Community/Forum Accessible user community for peer support and best practices. |
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Average Support Response Time Typical time to first response for customer inquiries. |
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System Uptime SLA Guaranteed platform availability (service level agreement). |
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Average Data Feed Latency Typical time lag from event to data availability. |
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Maximum Concurrent Users Supported Number of users that can simultaneously use the platform with no degradation. |
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Disaster Recovery/Failover Systems Resilience and redundancy in case of system failure. |
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Scalability Ability to scale system resources dynamically in response to demand. |
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Offline/Data Snapshot Mode Capability to function and access core data/tools with intermittent connectivity. |
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Speed of Data Query/Download Average time to fill a user data request. |
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Transparent Pricing Structure Clearly communicated product fees and components. |
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Flexible Subscription Options Support for monthly, annual, and enterprise agreements. |
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Per-User Licensing Charges based on number of named or concurrent users. |
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Trial/Evaluation Period Ability to use the product in full or partially before purchase. |
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Pay-As-You-Go Pricing Usage-based pricing models available. |
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Add-On Feature Pricing Option to pay only for add-ons or specific modules required. |
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Contractual Flexibility Ease of changing or terminating user contracts. |
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Discounts for Volume/Commitment Price decreases for higher usage or longer-term commitments. |
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Structured Onboarding Process Guided start for new clients to learn key features and workflows. |
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Live Training Sessions Access to regularly scheduled live product training (virtual or in-person). |
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Custom Training Programs Tailored training based on user role or organization need. |
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In-Product Walkthroughs Interactive feature tours for instant familiarization. |
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Video Tutorials Library Extensive, on-demand video training for all key features. |
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Certifications Official certification programs to verify user skills. |
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Learning Path/Progress Tracking Monitor trainees’ completion and proficiency. |
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Advanced mathematical modeling tools that generate optimal portfolio allocations based on investment objectives, constraints, and capital market assumptions using various optimization techniques.
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Multi-Asset Support Ability to handle multiple asset classes (equities, fixed income, real estate, alternatives, etc.). |
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Dynamic Rebalancing Automated or semi-automated portfolio rebalancing in response to market changes or drift. |
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Custom Constraints Capability to apply investment constraints (sector/region limits, ESG, liquidity, etc.). |
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Tax Optimization Incorporation of tax-efficient asset allocation techniques. |
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Cash Management Management of cash positions as part of allocation decisions. |
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Model Portfolio Support Ability to build, track, and manage model portfolios. |
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Scenario Analysis Support for scenario or what-if analyses to assess allocation outcomes. |
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Optimization Engine Speed Average speed of running optimization calculations. |
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Flexible Asset Universes Easily define, update, and manage the investable universe. |
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Algorithm Choices Selection of different optimization algorithms (mean-variance, Black-Litterman, etc.). |
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Factor Exposure Analysis Ability to analyze portfolio exposures to risk factors. |
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VaR Calculation Built-in Value-at-Risk (VaR) estimation for portfolios. |
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Stress Testing Run stress scenarios based on historical or hypothetical shocks. |
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Downside Risk Metrics Metrics such as maximum drawdown, Sortino ratio, or downside deviation. |
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Real-Time Risk Monitoring Continuous monitoring of portfolio risk characteristics. |
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Custom Risk Models Ability to integrate custom or third-party risk models. |
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Limit Breach Alerts Alerts for when predefined risk or allocation limits are breached. |
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User-defined Risk Budgets Support for defining and enforcing portfolio risk budgets. |
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Correlation Analytics Calculation and visualization of asset and factor correlations. |
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Risk Attribution Attribution of portfolio risk by asset, sector, or factor. |
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Gross & Net Performance Calculation Support for calculating gross and net of fee returns. |
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Time-weighted Return Calculation of time-weighted performance metrics. |
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Money-weighted Return (IRR) Support for money-weighted performance calculation (IRR). |
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Multi-level Attribution Granular attribution of performance at asset, sector, and strategy levels. |
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Benchmark Comparison Capability to compare portfolios versus custom or standard benchmarks. |
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Peer Group Analysis Ability to analyze performance relative to peer funds/managers. |
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Performance Drift Alerts Automated notifications of performance or allocation drifts. |
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Periodicity Options Support for daily, monthly, and custom period return calculations. |
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Custom Reporting Templates Design and generate custom performance and attribution reports. |
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Alpha/Beta Separation Breakdown and presentation of alpha and beta in performance. |
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Multi-vendor Data Feeds Support for ingesting data from major market data providers. |
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Look-through to Underlying Assets Ability to perform analytics using constituent-level data (e.g., for ETFs or funds). |
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Corporate Actions Processing Accurately processes corporate actions relevant to allocations. |
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Data Quality Checks Automated checks for missing or erroneous data. |
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Data Latency Typical delay between data availability and system update. |
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Historical Data Coverage Length of available clean historical data for analysis. |
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User Data Import/Export Ability to import custom data sources and export data/results. |
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APIs for Data Access Availability of programmable data access interfaces (REST, Python, etc.). |
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Reference Data Management Centralized reference/metadata management (tickers, CUSIPs, sectors). |
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Auto Update Frequency Frequency of automatic data updates. |
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Intuitive User Interface User interface is designed for clarity, efficiency, and low error rates. |
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Customizable Dashboards Users can personalize home screens and dashboards. |
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Multi-device Support System can be accessed via web, desktop, and mobile. |
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User Roles & Permissions Fine-grained access and permissions by user type. |
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Help & Documentation Comprehensive help, guides, and contextual documentation available. |
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Bulk Action Capability Ability to perform batch edits or processes on multiple portfolio items. |
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UI Response Time Average time for UI page or report to load. |
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Accessibility Compliance Adherence to accessibility standards (WCAG, etc.). |
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Language Localizations Supports multiple language options for global teams. |
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Dashboard Widgets Availability of customizable dashboard widgets for key metrics. |
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Custom Report Builder Drag-and-drop or code-based custom report creation. |
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Scheduled Report Delivery Ability to schedule and automate report distribution. |
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Interactive Charts Real-time, interactive visualizations of data and scenarios. |
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Drill-down Analytics User can drill down from portfolio to specific assets for deep analysis. |
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Data Export Formats Multiple export formats (PDF, Excel, CSV, PowerPoint). |
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Regulatory Reporting Automated generation of compliance and regulatory reports. |
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Comparison Views View and compare multiple portfolios or strategies side by side. |
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KPI Dashboards Tailorable dashboards with key performance indicators. |
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Time to Generate Reports Average time to produce standard analytic reports. |
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Templated Compliance Reports Prebuilt compliance and client-ready reporting templates. |
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Order Management System Integration Native integration with OMS for seamless trade execution. |
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External Portfolio Management Systems Interfaces with other portfolio or risk management platforms. |
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Data API Availability RESTful or web services APIs for data push/pull. |
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Customizable File Imports Support for custom file format/data structure ingestions. |
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Workflow Automation Hooks APIs/webhooks for triggering actions in downstream systems. |
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Single Sign-On (SSO) Active Directory, SAML, or OAuth SSO support. |
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Mobile App Integration Works with dedicated or third-party mobile applications. |
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Batch Data Upload Time Max time required to batch-upload large datasets. |
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Portfolio Export Compatibility Exports compatible with leading accounting or custody solutions. |
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Plug-in Support Ability to extend capabilities via plug-ins or add-ons. |
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Data Encryption in Transit TLS or equivalent encryption for all transmitted data. |
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Data Encryption at Rest Stored data is encrypted on disk. |
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Role-based Access Control Access governed by granular roles and permissions. |
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Audit Logs Detailed and immutable records of data and user activity. |
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Regulatory Certifications Compliance certifications such as SOC 2, ISO 27001. |
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Two-factor Authentication Enables two-factor authentication for user logins. |
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Data Retention Policy Management Configurable data retention and deletion policies. |
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Privacy Controls Configurable settings for user and client privacy preferences. |
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Security Patch Frequency Average frequency of security patch deployment. |
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Secure API Access APIs have robust authentication and authorization. |
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Concurrent Users Supported Max number of simultaneous users. |
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Portfolio Size Capacity Number of assets that can be handled in a portfolio. |
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Real-time Data Update Frequency Max frequency at which live data is updated and displayed. |
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Batch Calculation Speed Speed when running batch analyses (e.g., overnight jobs). |
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Cloud Deployment Option Supports cloud or SaaS deployment models. |
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On-prem Deployment Option Supports on-premise or private cloud installations. |
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Horizontal Scaling Can increase system capacity by adding more servers or nodes. |
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Load Balancing Automatically distributes processing or network demands. |
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Disaster Recovery RPO Recovery point objective for disaster scenarios. |
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Disaster Recovery RTO Recovery time objective for system restoration. |
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Client Portal Access Clients have secure access to custom portals for updates and documents. |
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Automated Client Statements Ability to schedule and send statements to clients without manual intervention. |
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Commentary & Insights Publishing Supports publishing manager commentary alongside client reports. |
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Audit Trail for Client Interactions Tracks all communication and document exchanges with clients. |
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Document Library Centralized, searchable library of reports and communications. |
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Custom Branding Reports and communications can be white-labeled for different clients. |
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E-signature Integration Supports collection of electronic signatures when necessary. |
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Real-time Alerts & Notifications Instant alerts via email, SMS, or app to clients. |
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Multilingual Client Materials Support for generating materials in multiple languages. |
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Secure File Transfer Securely send account information and reports directly to clients. |
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24/7 Technical Support Provides around-the-clock customer support and troubleshooting. |
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Implementation Services Professional services for system setup and migration. |
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User Training Programs Offers comprehensive onboarding and advanced training for users. |
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Release Management Regular, predictable release cycles for new features and bug fixes. |
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User Community Forums Vendor-maintained forums for user collaboration and support. |
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Client Account Manager Dedicated relationship manager for enterprise accounts. |
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Uptime Guarantee Percentage uptime as contractually promised. |
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Bug Resolution SLA Average time to acknowledge/resolve critical issues. |
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Third-party Integration Support Assistance with integrating the product with external tools. |
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Customer Satisfaction Score Average CSAT or NPS reported by clients. |
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