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A unified platform that helps fund managers discover, understand, govern, and trust their data. Features include data catalog, lineage visualization, automated data quality monitoring, policy management, and regulatory compliance tracking specifically designed for investment management firms.
Software that monitors, measures, and improves data quality through validation rules, exception handling, lineage tracking, and governance workflows to ensure accurate and reliable information.
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Automated Data Validation Runs predefined validation rules to identify errors or inconsistencies in imported or generated data. |
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Real-Time Data Quality Dashboard Provides a live, visual overview of data quality metrics such as error rates and completeness. |
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Error Rate Tracks the percentage of data records containing validation errors. |
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Completeness Score Measures how many of the required data fields are populated and valid. |
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Duplicate Detection Identifies and alerts on instances of duplicate data records. |
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Data Consistency Checks Ensures internal data consistency by cross-verifying related fields or records. |
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Anomaly Detection Detects unusual patterns in data that might indicate errors or fraud. |
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Outlier Identification Flags data points that differ significantly from established patterns or averages. |
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Customizable Quality Metrics Allows users to define and track bespoke data quality metrics. |
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Data Profiling Generates summaries, statistics, and key characteristics about datasets to inform quality improvement. |
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Automated Notifications Sends alerts to users or administrators when data quality thresholds are breached. |
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Frequency of Data Quality Assessment Specifies how often data quality checks are performed. |
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Custom Validation Rule Engine Supports the creation of tailored validation rules for different data entities and workflows. |
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Rule Library Includes a library of standard financial and regulatory data validation rules. |
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Rule Complexity Support Maximum number of conditions per validation rule. |
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Bulk Exception Capture Identifies and logs groups of related exceptions in a single batch process. |
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Exception Workflow Routing Routes exceptions to relevant personnel or teams based on predefined criteria. |
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Audit Trail for Exceptions Maintains a record of exception investigations, actions taken, and outcomes. |
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Automated Exception Resolution Suggestions Recommends possible fixes for certain event types based on historical data. |
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SLA Tracking for Exception Resolution Monitors and reports adherence to service-level agreements for resolving exceptions. |
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Exception Closure Time Average time taken to close data exceptions. |
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Role-Based Exception Approval Requires specified roles or hierarchies to approve exception resolutions. |
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Exception Severity Classification Allows categorization of exceptions by criticality, informing prioritization and reporting. |
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End-to-End Lineage Visualization Displays comprehensive maps showing how data flows from source to report. |
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Field-Level Lineage Tracking Captures lineage at the individual data element level. |
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Data Transformation Logging Records all transformation steps applied to data as it moves between systems. |
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Source System Documentation Catalogues originating systems for all ingested data points. |
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Version History Maintains records of data versions and changes over time. |
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Lineage Query Functionality Allows users to query lineage information by data field or process. |
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Lineage Reporting Export Exports lineage maps and details in standard report formats. |
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Automated Data Dependency Analysis Identifies and highlights interdependencies between datasets and processes. |
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Lineage Update Frequency Frequency at which lineage maps are refreshed to reflect new data flows. |
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Change Impact Analysis Assesses downstream implications of changes in source or process. |
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Policy Definition Engine Enables creation and enforcement of custom data policies at field, entity, and process levels. |
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Data Steward Assignment Assigns ownership of specific data domains or fields to designated stewards. |
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Role-Based Access Control (RBAC) Restricts data access based on user roles and responsibilities. |
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Automated Policy Compliance Checks Monitors ongoing adherence to internal and regulatory governance requirements. |
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Data Retention Scheduling Defines automated retention and destruction windows for different types of data. |
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Data Classification Management Supports classification of data based on sensitivity, privacy, and regulatory criteria. |
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Data Masking Automatically obscures sensitive information in test, reporting, or user-specific contexts. |
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PII & Confidential Data Tracking Identifies and monitors personally identifiable and confidential data for compliance. |
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Approval Workflow Automation Automates governance approvals for policy changes, data requests, and updates. |
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Policy Applicability Audit Logs Maintains logs of which data records or events were governed by which policies at all times. |
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Pre-Built Data Quality Reports Includes standard reports on completeness, accuracy, timeliness, and other core metrics. |
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Custom Report Builder Empowers users to design bespoke reports and dashboards tailored to fund-specific needs. |
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Export to Multiple Formats Enables report exports to CSV, PDF, XLSX, and integration with BI platforms. |
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Report Scheduling Automates report generation and delivery on a scheduled basis. |
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KPI Definition & Tracking Allows organizations to create, monitor, and alert on custom KPIs related to data management. |
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Visualization Tools Provides graphical representations (charts, graphs, heat maps) for data quality and governance trends. |
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Longitudinal Analysis Tracks and displays improvement or degradation of data quality over time. |
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Automated Insights & Recommendations System-generated suggestions based on detected patterns or anomalies in quality metrics. |
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Trend Analysis Report Frequency Specifies how frequently system can generate trending analytics. |
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API Connectivity Supports inbound and outbound data exchange using REST, SOAP, or other standard APIs. |
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Connector Library Provides pre-built connectors for popular fund administration, trading, and regulatory systems. |
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File Format Support Accepts and outputs data in multiple formats (CSV, XML, JSON, Excel, etc.). |
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Automated Data Import/Export Supports unattended scheduled or trigger-driven data transfers. |
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Data Synchronization Frequency How often system syncs data with connected platforms. |
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Webhooks & Event Driven Notifications Enables instant notification to other systems when data quality events occur. |
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Authentication Protocol Flexibility Supports diverse authentication protocols for secure integration (OAuth, SAML, LDAP). |
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Integration Monitoring Monitors integration health and alerts for failures or slowdowns. |
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Bi-Directional Data Flow Allows both reading from and writing to external sources. |
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Concurrent User Support Maximum number of users who can access the system simultaneously. |
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Peak Data Volume Capacity Maximum volume of data that can be processed daily without degradation. |
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Processing Latency Average time to process and validate an individual record. |
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Load Balancing Support Automated distribution of processing workload across multiple servers. |
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Elastic Scaling Dynamically allocates resources based on system load. |
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High Availability Ensures system is available and operational with minimal downtime. |
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Disaster Recovery RPO Maximum allowable data loss in the event of a disaster (Recovery Point Objective). |
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Disaster Recovery RTO Time taken to restore system functionality after a disaster (Recovery Time Objective). |
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Scalable Cloud Deployment Supports deployment on scalable public/private cloud infrastructure. |
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Data Encryption At Rest Uses strong encryption to secure data stored in databases, file systems, or backups. |
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Data Encryption In Transit Encrypts all data transmissions between systems, users, and applications. |
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Multi-Factor Authentication (MFA) Requires additional authentication step for user access. |
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Vulnerability Scanning Regularly scans system for known security vulnerabilities. |
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Intrusion Detection & Monitoring Monitors for unexpected or unauthorized activity in real-time. |
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Granular Access Rights Grants or restricts user access at very fine levels of data and function. |
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Data Breach Notification Automation Automatically alerts stakeholders in case of suspected data breach. |
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GDPR/CCPA Support Provides controls and documentation to facilitate compliance with major privacy laws. |
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Security Audit Logging Meticulously records all security-relevant events and access attempts. |
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Modern Web UI Presents a responsive, easy-to-navigate web interface. |
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Role-Based Dashboards Customizes interface and workflows based on user role. |
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Self-Service Data Quality Tools Allows users to define validations, launch audits, and resolve issues without IT dependency. |
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Contextual Help and Guidance Inline tool-tips, documentation, and training aids. |
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Mobile Accessibility Enables core workflows and monitoring on mobile devices. |
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Workflow Customization Allows drag-and-drop or configurable business workflow design. |
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Localization & Language Support Available in multiple languages to serve global teams. |
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Accessibility Compliance Meets standards (such as WCAG) for accessibility to all users. |
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Task Assignment & Tracking Assigns data governance or quality tasks to specific users and tracks completion. |
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In-App Messaging & Notifications Enables direct communication within the platform regarding data issues and workflows. |
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Collaborative Issue Resolution Allows multiple users to work jointly on resolving complex exceptions or quality problems. |
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Activity Feed or Audit Trail Shows actions taken by all users for transparency and accountability. |
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Workflow Automation Automates process steps such as reviews, approvals, and escalation. |
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Commenting on Data Records Users can leave notes or discussion threads attached to specific data items. |
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Approval Chains Configurable multi-step approval flows for significant governance or data changes. |
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Workflow Analytics Reports on efficiency, bottlenecks, and SLA adherence of governance workflows. |
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Comprehensive Audit Logging Systematically records all user actions, changes, and governance events. |
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Change Log Detail Captures before/after values for all governed data changes. |
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Automated Compliance Reporting Generates standard compliance documents and evidence packs. |
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Regulatory Framework Templates Includes templates mapped to major regulations (e.g., SEC, ESMA, GDPR, AIFMD). |
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Integration with External Audit Tools Enables export and API connectivity to third-party audit or compliance systems. |
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Configurable Retention of Audit Data Allows custom specification of how long to store audit trails, by data type or jurisdiction. |
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Audit Query Interface Provides advanced querying of all audit records by time, user, or event. |
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Compliance Checklist Automation Runs scheduled or manual checklists to provide compliance evidence. |
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User Certification Workflows Collects necessary user signoffs and certifications on data and controls. |
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