at Financial Technnology Year

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GoldenSource EDM from GoldenSource

Enterprise data management platform specifically designed for financial institutions. Provides capabilities for managing security master, pricing data, corporate actions, and ESG data. Features include data quality tools, workflow automation, audit trails, and regulatory reporting support.

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Product analysis by function

Market Data Management Platforms for Data Management

Systems that acquire, process, validate, and distribute market data from various sources, including pricing information, reference data, corporate actions, and benchmarks across the organization.
More Market Data Management Platforms More Data Management ...

Data Acquisition
(0 Yes /0 Known /12 Possible features)

Data Processing & Enrichment
(0 Yes /0 Known /12 Possible features)

Data Validation & Quality Assurance
(0 Yes /0 Known /12 Possible features)

Data Distribution & Integration
(0 Yes /0 Known /12 Possible features)

Security & Compliance
(0 Yes /0 Known /12 Possible features)

Administration & Usability
(0 Yes /0 Known /11 Possible features)

Scalability & Performance
(0 Yes /0 Known /12 Possible features)

Vendor & Data License Management
(0 Yes /0 Known /12 Possible features)

Monitoring & Alerting
(0 Yes /0 Known /12 Possible features)

Reference Data & Corporate Actions
(0 Yes /0 Known /12 Possible features)

Reporting & Analytics
(0 Yes /0 Known /12 Possible features)

Data Quality & Governance Tools for Data Management

Software that monitors, measures, and improves data quality through validation rules, exception handling, lineage tracking, and governance workflows to ensure accurate and reliable information.
More Data Quality & Governance Tools More Data Management ...

Data Quality Monitoring
(0 Yes /0 Known /12 Possible features)

Validation & Exception Handling
(0 Yes /0 Known /11 Possible features)

Data Lineage & Traceability
(0 Yes /0 Known /10 Possible features)

Data Governance & Policy Management
(0 Yes /0 Known /10 Possible features)

Reporting & Analytics
(0 Yes /0 Known /9 Possible features)

Integration & Interoperability
(0 Yes /0 Known /9 Possible features)

Scalability & Performance
(0 Yes /0 Known /9 Possible features)

Security & Privacy
(0 Yes /0 Known /9 Possible features)

User Experience & Usability
(0 Yes /0 Known /8 Possible features)

Collaboration & Workflow
(0 Yes /0 Known /8 Possible features)

Audit & Compliance
(0 Yes /0 Known /9 Possible features)

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Multi-source connectivity Ability to connect to multiple data sources (exchanges, vendors, etc.).		No information available
Real-time data ingestion Supports real-time streaming ingestion of data feeds.		No information available
Historical data import Capability to load and process historical datasets.		No information available
Automated feed scheduling Automatic scheduling and orchestration of data imports.		No information available
Latency Average time between data publication and ingestion.		No information available
Concurrent sources supported Maximum number of data sources that can be ingested simultaneously.		No information available
Custom feed handler Support for custom or user-defined data feed integration.		No information available
Vendor API compatibility Supports major market data vendor APIs (Bloomberg, Refinitiv, ICE, etc.).		No information available
Intraday updates Capability to acquire and process intraday or tick-level data.		No information available
File and message protocol support Handles protocols such as FIX, SFTP, API, and others.		No information available
Retry mechanisms Automated retry and failover during feed interruptions.		No information available
Data coverage breadth Number of distinct data asset classes supported.		No information available

Data normalization Automated standardization of source data into a consistent format.		No information available
Data mapping Maps vendor or source fields to internal data models.		No information available
Cross-referencing Cross-linking between identifiers (RIC, ISIN, SEDOL, CUSIP, etc.).		No information available
Identifier management Tracks and manages multiple security identifiers.		No information available
Data enrichment Augmenting records with additional metadata from internal or third-party sources.		No information available
Derived values calculation Calculation of derived metrics such as VWAP, moving averages.		No information available
Business rule engine Configurable rules for custom transformations and enrichment.		No information available
Processing speed Rate at which data records can be processed.		No information available
Batch processing support Handles scheduled or on-demand batch jobs for data transformation.		No information available
Corporate actions adjustment Processes events like dividends, splits, and applies them to security data.		No information available
Data lineage tracking Tracks the origins and transformation steps for each data element.		No information available
Benchmark enrichment Integration of benchmark indices for comparison or analytics.		No information available

Outlier detection Automated checks to identify out-of-range or anomalous values.		No information available
Completeness checks Verification that all required data fields are populated.		No information available
Data accuracy scoring Assigns data quality scores based on predefined rules.		No information available
Range validation Validates that data falls within expected parameters.		No information available
Data consistency checks Ensures that data is internally consistent across time and sources.		No information available
Duplicate detection and resolution Identifies and merges or removes duplicate entries.		No information available
Exception management workflow Manages data issues and exceptions with audit trails.		No information available
Alerts and notifications Automatic notifications on validation failures or data anomalies.		No information available
Repair tools Manual and automated tools for correcting data errors.		No information available
Validation rule configurability Ability to define and maintain custom validation rules.		No information available
Audit logs of validations Maintain a full history of validation actions and outcomes.		No information available
Vendor data comparison Cross-checks data from multiple vendors/sources for discrepancies.		No information available

Real-time data publishing Sends updates to consumers as soon as new data arrives.		No information available
Scheduled batch data delivery Supports timed or event-triggered distribution.		No information available
API access Availability of RESTful or other programmatic interfaces.		No information available
File export Exports to standard file formats (CSV, Excel, XML, JSON).		No information available
Message queue integration Delivers data via messaging systems (Kafka, MQ, etc.).		No information available
User-defined delivery channels Support for custom or client-specified distribution mechanisms.		No information available
Consumer permissions management Controls which users/applications receive which data.		No information available
Latency to delivery Time taken from data validation to downstream delivery.		No information available
Downstream system integration Supports integration with trade platforms, analytics, risk, and reporting systems.		No information available
Notifications on data delivery Alerts stakeholders when data is delivered or when delivery fails.		No information available
Bulk download support Ability to download large datasets on demand.		No information available
Output data volume Maximum data that can be distributed within a given period.		No information available

Role-based access control (RBAC) Granular user and system permissions.		No information available
Audit trail Comprehensive logging of all user and system actions for compliance.		No information available
Encryption in transit Secures data as it moves across networks.		No information available
Encryption at rest Stores data in encrypted format on disk.		No information available
Data masking Redacts sensitive fields from unauthorized users.		No information available
Compliance reporting Automated generation of reports for regulatory purposes.		No information available
Data retention management Configurable policies for data storage and deletion.		No information available
GDPR/CCPA compliance features Functions to support privacy obligations and subject requests.		No information available
Vendor access controls Restricts and audits external vendor access to systems and data.		No information available
Third-party security certifications Holds certifications such as ISO 27001, SOC 2, etc.		No information available
Secure API gateway Protects and monitors all API accesses.		No information available
Penetration tests frequency Number of penetration/security tests performed per year.		No information available

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Financial Technology Year

GoldenSource EDM from GoldenSource

Product analysis by function

Market Data Management Platforms for Data Management

Data Acquisition
(0 Yes /0 Known /12 Possible features)

Data Processing & Enrichment
(0 Yes /0 Known /12 Possible features)

Data Validation & Quality Assurance
(0 Yes /0 Known /12 Possible features)

Data Distribution & Integration
(0 Yes /0 Known /12 Possible features)

Security & Compliance
(0 Yes /0 Known /12 Possible features)

Administration & Usability
(0 Yes /0 Known /11 Possible features)

Scalability & Performance
(0 Yes /0 Known /12 Possible features)

Vendor & Data License Management
(0 Yes /0 Known /12 Possible features)

Monitoring & Alerting
(0 Yes /0 Known /12 Possible features)

Reference Data & Corporate Actions
(0 Yes /0 Known /12 Possible features)

Reporting & Analytics
(0 Yes /0 Known /12 Possible features)

Data Quality & Governance Tools for Data Management

Data Quality Monitoring
(0 Yes /0 Known /12 Possible features)

Validation & Exception Handling
(0 Yes /0 Known /11 Possible features)

Data Lineage & Traceability
(0 Yes /0 Known /10 Possible features)

Data Governance & Policy Management
(0 Yes /0 Known /10 Possible features)

Reporting & Analytics
(0 Yes /0 Known /9 Possible features)

Integration & Interoperability
(0 Yes /0 Known /9 Possible features)

Scalability & Performance
(0 Yes /0 Known /9 Possible features)

Security & Privacy
(0 Yes /0 Known /9 Possible features)

User Experience & Usability
(0 Yes /0 Known /8 Possible features)

Collaboration & Workflow
(0 Yes /0 Known /8 Possible features)

Audit & Compliance
(0 Yes /0 Known /9 Possible features)

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User management dashboard Admin interface for adding, removing, and managing users.		No information available
Configuration management User-friendly tools for configuring data sources, rules, and outputs.		No information available
Customizable dashboards Interactive dashboards for monitoring data flows and system health.		No information available
Self-service data access Allows users to query and retrieve data without IT intervention.		No information available
Workflow automation Tools for automating operational processes.		No information available
Multi-language support User interface available in multiple languages.		No information available
Onboarding tools Guides and tools for fast setup of new data sources or users.		No information available
Custom reporting Users can create ad hoc or scheduled reports.		No information available
Help and documentation Comprehensive user guides, APIs, and support documentation.		No information available
Change tracking Logs and highlights system setting changes.		No information available
User roles supported Number of customizable user roles/groups.		No information available

Horizontal scalability Supports scaling by adding more servers or nodes.		No information available
High availability Built-in redundancy and failover for continuous operation.		No information available
Cloud-native deployment Supports cloud and hybrid deployments.		No information available
Elastic resource allocation Resources scale automatically with demand.		No information available
Maximum throughput Peak volume of data that can be processed per unit time.		No information available
Supported concurrent users Maximum number of simultaneous users.		No information available
Disaster recovery Integrated disaster recovery and rapid restore features.		No information available
Load balancing Automatic distribution of workload across resources.		No information available
Data partitioning Splits data for scalable storage and processing.		No information available
Minimum supported response time Fastest guaranteed response for a standard query.		No information available
Rolling upgrades Enables upgrades without downtime.		No information available
Edge deployment support Deployable close to data sources for ultra-low-latency.		No information available

License enforcement Monitors and enforces contractual data usage limits.		No information available
Data vendor entitlement management Controls access to data assets as per vendor contracts.		No information available
Usage analytics Tracks how and by whom data is consumed.		No information available
Cost allocation tools Allocates and reports data costs by user, team, or business unit.		No information available
Contract management Stores, tracks, and alerts on market data contracts.		No information available
Data usage dashboard Visualizes consumption to optimize vendor spend.		No information available
Automated entitlements provisioning Automates granting and revoking of data rights.		No information available
Audit of vendor usage Auditable trails of all vendor data accesses.		No information available
Inbound/outbound data usage limits Maximum data volumes allowed by licensing contracts.		No information available
Excess usage alerts Notifications when data access exceeds contractual entitlements.		No information available
Flexible entitlement models Supports complex licensing structures (by asset class, geography, user type, etc.).		No information available
License exception handling Processes permissions for exceptional or urgent access needs.		No information available

Feed health monitoring Continuous monitoring of inbound/outbound data feeds for up/down states.		No information available
Application performance monitoring Monitors resource usage, latency, and system responsiveness.		No information available
Custom alert configuration Allows users to set specific alerting conditions.		No information available
Alert notification channels Supports email, SMS, dashboard pop-ups, etc.		No information available
Incident tracking integration Integrates with ticketing/incident systems (ServiceNow, Jira, etc.).		No information available
Downtime tracking Measures and logs system or feed outages.		No information available
SLA monitoring Checks if platform performance meets service-level agreements.		No information available
Event log retention Length of time logs and metrics are stored.		No information available
Proactive anomaly detection AI/ML-driven detection of unexpected system behaviors.		No information available
User activity monitoring Tracks user-level activity for security and compliance.		No information available
Dashboard visualization of alerts Consolidated view of all operational metrics and alerts.		No information available
Escalation workflow for critical alerts Automated escalation process for unresolved incidents.		No information available

Multi-identifier support Manages various instrument and counterparty identifiers (ISIN, LEI, SEDOL, etc.).		No information available
Entity relationship mapping Captures relationships between entities (issuer, parent, subsidiary, etc.).		No information available
Corporate actions feed integration Integrates with standardized action feeds from vendors and custodians.		No information available
Corporate action event validation Validates and confirms authenticity of announced events.		No information available
Event impact calculation Determines the effect of actions (splits, mergers, etc.) on security data.		No information available
Audit history of changes Maintains a trail of changes to reference data and corporate action processing.		No information available
Golden copy management Maintains a single validated version of key reference data.		No information available
Exception workflow for action events Routes problematic events for manual review or escalation.		No information available
Cross-asset class reference data Supports all asset types: equities, fixed income, derivatives, etc.		No information available
Automated data refresh frequency Frequency at which reference data is automatically refreshed.		No information available
Source reconciliation Cross-verifies reference data from multiple sources.		No information available
Orphaned record detection Identifies reference data without supporting records (for deprecation/removal).		No information available

Standard report library Pre-built reports for common market data, quality, and usage metrics.		No information available
Custom report builder Create, schedule, and distribute custom reports.		No information available
Data lineage analysis Visualize the data’s journey from source through transformation to consumer.		No information available
Audit and compliance reporting Dedicated reports for compliance review and audits.		No information available
Usage statistics dashboard Interactive dashboard for visualizing consumption, errors, and bottlenecks.		No information available
Drill-down analytics Enables detailed exploration of underlying datasets.		No information available
Time series analytics Analyzes trends and patterns in price or reference data over time.		No information available
Export to BI tools Integration with popular business intelligence platforms.		No information available
Scheduled report delivery Automated report generation and emailing.		No information available
Ad hoc query support On-demand querying and analysis of market or reference data.		No information available
Large dataset reporting performance Maximum data volume supported for interactive reporting.		No information available
Custom visualization tools Built-in tools for data charting and visualization.		No information available

Automated Data Validation Runs predefined validation rules to identify errors or inconsistencies in imported or generated data.		No information available
Real-Time Data Quality Dashboard Provides a live, visual overview of data quality metrics such as error rates and completeness.		No information available
Error Rate Tracks the percentage of data records containing validation errors.		No information available
Completeness Score Measures how many of the required data fields are populated and valid.		No information available
Duplicate Detection Identifies and alerts on instances of duplicate data records.		No information available
Data Consistency Checks Ensures internal data consistency by cross-verifying related fields or records.		No information available
Anomaly Detection Detects unusual patterns in data that might indicate errors or fraud.		No information available
Outlier Identification Flags data points that differ significantly from established patterns or averages.		No information available
Customizable Quality Metrics Allows users to define and track bespoke data quality metrics.		No information available
Data Profiling Generates summaries, statistics, and key characteristics about datasets to inform quality improvement.		No information available
Automated Notifications Sends alerts to users or administrators when data quality thresholds are breached.		No information available
Frequency of Data Quality Assessment Specifies how often data quality checks are performed.		No information available

Custom Validation Rule Engine Supports the creation of tailored validation rules for different data entities and workflows.		No information available
Rule Library Includes a library of standard financial and regulatory data validation rules.		No information available
Rule Complexity Support Maximum number of conditions per validation rule.		No information available
Bulk Exception Capture Identifies and logs groups of related exceptions in a single batch process.		No information available
Exception Workflow Routing Routes exceptions to relevant personnel or teams based on predefined criteria.		No information available
Audit Trail for Exceptions Maintains a record of exception investigations, actions taken, and outcomes.		No information available
Automated Exception Resolution Suggestions Recommends possible fixes for certain event types based on historical data.		No information available
SLA Tracking for Exception Resolution Monitors and reports adherence to service-level agreements for resolving exceptions.		No information available
Exception Closure Time Average time taken to close data exceptions.		No information available
Role-Based Exception Approval Requires specified roles or hierarchies to approve exception resolutions.		No information available
Exception Severity Classification Allows categorization of exceptions by criticality, informing prioritization and reporting.		No information available

End-to-End Lineage Visualization Displays comprehensive maps showing how data flows from source to report.		No information available
Field-Level Lineage Tracking Captures lineage at the individual data element level.		No information available
Data Transformation Logging Records all transformation steps applied to data as it moves between systems.		No information available
Source System Documentation Catalogues originating systems for all ingested data points.		No information available
Version History Maintains records of data versions and changes over time.		No information available
Lineage Query Functionality Allows users to query lineage information by data field or process.		No information available
Lineage Reporting Export Exports lineage maps and details in standard report formats.		No information available
Automated Data Dependency Analysis Identifies and highlights interdependencies between datasets and processes.		No information available
Lineage Update Frequency Frequency at which lineage maps are refreshed to reflect new data flows.		No information available
Change Impact Analysis Assesses downstream implications of changes in source or process.		No information available

Policy Definition Engine Enables creation and enforcement of custom data policies at field, entity, and process levels.		No information available
Data Steward Assignment Assigns ownership of specific data domains or fields to designated stewards.		No information available
Role-Based Access Control (RBAC) Restricts data access based on user roles and responsibilities.		No information available
Automated Policy Compliance Checks Monitors ongoing adherence to internal and regulatory governance requirements.		No information available
Data Retention Scheduling Defines automated retention and destruction windows for different types of data.		No information available
Data Classification Management Supports classification of data based on sensitivity, privacy, and regulatory criteria.		No information available
Data Masking Automatically obscures sensitive information in test, reporting, or user-specific contexts.		No information available
PII & Confidential Data Tracking Identifies and monitors personally identifiable and confidential data for compliance.		No information available
Approval Workflow Automation Automates governance approvals for policy changes, data requests, and updates.		No information available
Policy Applicability Audit Logs Maintains logs of which data records or events were governed by which policies at all times.		No information available

Modern Web UI Presents a responsive, easy-to-navigate web interface.		No information available
Role-Based Dashboards Customizes interface and workflows based on user role.		No information available
Self-Service Data Quality Tools Allows users to define validations, launch audits, and resolve issues without IT dependency.		No information available
Contextual Help and Guidance Inline tool-tips, documentation, and training aids.		No information available
Mobile Accessibility Enables core workflows and monitoring on mobile devices.		No information available
Workflow Customization Allows drag-and-drop or configurable business workflow design.		No information available
Localization & Language Support Available in multiple languages to serve global teams.		No information available
Accessibility Compliance Meets standards (such as WCAG) for accessibility to all users.		No information available

Pre-Built Data Quality Reports Includes standard reports on completeness, accuracy, timeliness, and other core metrics.		No information available
Custom Report Builder Empowers users to design bespoke reports and dashboards tailored to fund-specific needs.		No information available
Export to Multiple Formats Enables report exports to CSV, PDF, XLSX, and integration with BI platforms.		No information available
Report Scheduling Automates report generation and delivery on a scheduled basis.		No information available
KPI Definition & Tracking Allows organizations to create, monitor, and alert on custom KPIs related to data management.		No information available
Visualization Tools Provides graphical representations (charts, graphs, heat maps) for data quality and governance trends.		No information available
Longitudinal Analysis Tracks and displays improvement or degradation of data quality over time.		No information available
Automated Insights & Recommendations System-generated suggestions based on detected patterns or anomalies in quality metrics.		No information available
Trend Analysis Report Frequency Specifies how frequently system can generate trending analytics.		No information available

API Connectivity Supports inbound and outbound data exchange using REST, SOAP, or other standard APIs.		No information available
Connector Library Provides pre-built connectors for popular fund administration, trading, and regulatory systems.		No information available
File Format Support Accepts and outputs data in multiple formats (CSV, XML, JSON, Excel, etc.).		No information available
Automated Data Import/Export Supports unattended scheduled or trigger-driven data transfers.		No information available
Data Synchronization Frequency How often system syncs data with connected platforms.		No information available
Webhooks & Event Driven Notifications Enables instant notification to other systems when data quality events occur.		No information available
Authentication Protocol Flexibility Supports diverse authentication protocols for secure integration (OAuth, SAML, LDAP).		No information available
Integration Monitoring Monitors integration health and alerts for failures or slowdowns.		No information available
Bi-Directional Data Flow Allows both reading from and writing to external sources.		No information available

Concurrent User Support Maximum number of users who can access the system simultaneously.		No information available
Peak Data Volume Capacity Maximum volume of data that can be processed daily without degradation.		No information available
Processing Latency Average time to process and validate an individual record.		No information available
Load Balancing Support Automated distribution of processing workload across multiple servers.		No information available
Elastic Scaling Dynamically allocates resources based on system load.		No information available
High Availability Ensures system is available and operational with minimal downtime.		No information available
Disaster Recovery RPO Maximum allowable data loss in the event of a disaster (Recovery Point Objective).		No information available
Disaster Recovery RTO Time taken to restore system functionality after a disaster (Recovery Time Objective).		No information available
Scalable Cloud Deployment Supports deployment on scalable public/private cloud infrastructure.		No information available

Data Encryption At Rest Uses strong encryption to secure data stored in databases, file systems, or backups.		No information available
Data Encryption In Transit Encrypts all data transmissions between systems, users, and applications.		No information available
Multi-Factor Authentication (MFA) Requires additional authentication step for user access.		No information available
Vulnerability Scanning Regularly scans system for known security vulnerabilities.		No information available
Intrusion Detection & Monitoring Monitors for unexpected or unauthorized activity in real-time.		No information available
Granular Access Rights Grants or restricts user access at very fine levels of data and function.		No information available
Data Breach Notification Automation Automatically alerts stakeholders in case of suspected data breach.		No information available
GDPR/CCPA Support Provides controls and documentation to facilitate compliance with major privacy laws.		No information available
Security Audit Logging Meticulously records all security-relevant events and access attempts.		No information available

Task Assignment & Tracking Assigns data governance or quality tasks to specific users and tracks completion.		No information available
In-App Messaging & Notifications Enables direct communication within the platform regarding data issues and workflows.		No information available
Collaborative Issue Resolution Allows multiple users to work jointly on resolving complex exceptions or quality problems.		No information available
Activity Feed or Audit Trail Shows actions taken by all users for transparency and accountability.		No information available
Workflow Automation Automates process steps such as reviews, approvals, and escalation.		No information available
Commenting on Data Records Users can leave notes or discussion threads attached to specific data items.		No information available
Approval Chains Configurable multi-step approval flows for significant governance or data changes.		No information available
Workflow Analytics Reports on efficiency, bottlenecks, and SLA adherence of governance workflows.		No information available

Comprehensive Audit Logging Systematically records all user actions, changes, and governance events.		No information available
Change Log Detail Captures before/after values for all governed data changes.		No information available
Automated Compliance Reporting Generates standard compliance documents and evidence packs.		No information available
Regulatory Framework Templates Includes templates mapped to major regulations (e.g., SEC, ESMA, GDPR, AIFMD).		No information available
Integration with External Audit Tools Enables export and API connectivity to third-party audit or compliance systems.		No information available
Configurable Retention of Audit Data Allows custom specification of how long to store audit trails, by data type or jurisdiction.		No information available
Audit Query Interface Provides advanced querying of all audit records by time, user, or event.		No information available
Compliance Checklist Automation Runs scheduled or manual checklists to provide compliance evidence.		No information available
User Certification Workflows Collects necessary user signoffs and certifications on data and controls.		No information available

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Financial Technology Year

GoldenSource EDM from GoldenSource

Product analysis by function

Market Data Management Platforms for Data Management

Data Acquisition (0 Yes /0 Known /12 Possible features)

Data Processing & Enrichment (0 Yes /0 Known /12 Possible features)

Data Validation & Quality Assurance (0 Yes /0 Known /12 Possible features)

Data Distribution & Integration (0 Yes /0 Known /12 Possible features)

Security & Compliance (0 Yes /0 Known /12 Possible features)

Administration & Usability (0 Yes /0 Known /11 Possible features)

Scalability & Performance (0 Yes /0 Known /12 Possible features)

Vendor & Data License Management (0 Yes /0 Known /12 Possible features)

Monitoring & Alerting (0 Yes /0 Known /12 Possible features)

Reference Data & Corporate Actions (0 Yes /0 Known /12 Possible features)

Reporting & Analytics (0 Yes /0 Known /12 Possible features)

Data Quality & Governance Tools for Data Management

Data Quality Monitoring (0 Yes /0 Known /12 Possible features)

Validation & Exception Handling (0 Yes /0 Known /11 Possible features)

Data Lineage & Traceability (0 Yes /0 Known /10 Possible features)

Data Governance & Policy Management (0 Yes /0 Known /10 Possible features)

Reporting & Analytics (0 Yes /0 Known /9 Possible features)

Integration & Interoperability (0 Yes /0 Known /9 Possible features)

Scalability & Performance (0 Yes /0 Known /9 Possible features)

Security & Privacy (0 Yes /0 Known /9 Possible features)

User Experience & Usability (0 Yes /0 Known /8 Possible features)

Collaboration & Workflow (0 Yes /0 Known /8 Possible features)

Audit & Compliance (0 Yes /0 Known /9 Possible features)

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Data Acquisition
(0 Yes /0 Known /12 Possible features)

Data Processing & Enrichment
(0 Yes /0 Known /12 Possible features)

Data Validation & Quality Assurance
(0 Yes /0 Known /12 Possible features)

Data Distribution & Integration
(0 Yes /0 Known /12 Possible features)

Security & Compliance
(0 Yes /0 Known /12 Possible features)

Administration & Usability
(0 Yes /0 Known /11 Possible features)

Scalability & Performance
(0 Yes /0 Known /12 Possible features)

Vendor & Data License Management
(0 Yes /0 Known /12 Possible features)

Monitoring & Alerting
(0 Yes /0 Known /12 Possible features)

Reference Data & Corporate Actions
(0 Yes /0 Known /12 Possible features)

Reporting & Analytics
(0 Yes /0 Known /12 Possible features)

Data Quality Monitoring
(0 Yes /0 Known /12 Possible features)

Validation & Exception Handling
(0 Yes /0 Known /11 Possible features)

Data Lineage & Traceability
(0 Yes /0 Known /10 Possible features)

Data Governance & Policy Management
(0 Yes /0 Known /10 Possible features)

Reporting & Analytics
(0 Yes /0 Known /9 Possible features)

Integration & Interoperability
(0 Yes /0 Known /9 Possible features)

Scalability & Performance
(0 Yes /0 Known /9 Possible features)

Security & Privacy
(0 Yes /0 Known /9 Possible features)

User Experience & Usability
(0 Yes /0 Known /8 Possible features)

Collaboration & Workflow
(0 Yes /0 Known /8 Possible features)

Audit & Compliance
(0 Yes /0 Known /9 Possible features)