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Collibra Data Quality from Collibra

Data quality management platform integrated with data governance capabilities. Offers pension fund data validation rules, data quality scorecards, issue management, and data monitoring. Supports regulatory compliance for pension funds with policy management and reporting capabilities.

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Product analysis by function

Data Quality Management Tools for Data and Analytics

Software that monitors, improves, and maintains the quality of pension data across systems, ensuring accuracy for benefit calculations, investment decisions, and regulatory reporting.
More Data Quality Management Tools More Data and Analytics ...

Data Integration & Connectivity
(0 Yes /0 Known /10 Possible features)

Data Profiling & Assessment
(0 Yes /0 Known /10 Possible features)

Data Cleansing & Correction
(0 Yes /0 Known /10 Possible features)

Data Validation & Quality Rules
(0 Yes /0 Known /10 Possible features)

Monitoring & Reporting
(0 Yes /0 Known /10 Possible features)

Security & Data Privacy
(0 Yes /0 Known /10 Possible features)

Data Stewardship & Collaboration
(0 Yes /0 Known /10 Possible features)

Master Data Management
(0 Yes /0 Known /10 Possible features)

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

Scalability & Performance
(0 Yes /0 Known /10 Possible features)

Usability & Support
(0 Yes /0 Known /10 Possible features)

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Multi-source Data Ingestion Ability to import data from various formats, systems, and platforms commonly used in pension fund management.		No information available
Real-time Data Synchronization Keeps data in sync across platforms in real time for up-to-date analytics and reporting.		No information available
API Integration Support Supports integration with APIs for automated, programmatic data exchange.		No information available
Batch Processing Capability Handles large data uploads in scheduled or manual batches.		No information available
Data Mapping Tools Offers visual or programmatic tools for mapping incoming data fields to standardized pension fund formats.		No information available
Legacy System Connectivity Ability to connect with and extract data from older, legacy systems typical in pension fund environments.		No information available
ETL Performance Speed of extract, transform, load operations for data ingestion.		No information available
Error Handling in Integration Automated detection, logging, and notification of integration errors.		No information available
Data Lineage Tracking Tracks the origin, movement, and transformation of data across systems.		No information available
Pre-built Connectors Availability of reusable connectors for financial admin tools, actuarial software, custodians, government agencies, etc.		No information available

Column Profiling Automatic assessment of value frequency, uniqueness, range, and data types in each data column.		No information available
Completeness Analysis Measures presence or absence of data and identifies missing fields or records.		No information available
Statistical Summaries Generates descriptive statistics and distribution analysis for quantitative data fields.		No information available
Data Relationship Discovery Discovers and visualizes relationships and dependencies between data elements.		No information available
Automated Anomaly Detection Flags data outliers and unexpected values automatically.		No information available
Profile Processing Speed Rate at which profiles can be completed on pension datasets.		No information available
Threshold Alert Customization Ability to set custom alert thresholds for data quality metrics.		No information available
Historical Data Profiling Supports profiling of time-series or historical data for trend analysis.		No information available
Drill-down Reports Provides detailed drill-down capabilities for exploring data quality issues.		No information available
Profiling Automation Scheduling Enables automatic scheduling of profiling jobs.		No information available

Automated Data Correction Automatically repairs identified inconsistencies and errors based on predefined rules.		No information available
Duplicate Detection and Removal Detects and merges/removes duplicate records, such as participant or beneficiary entries.		No information available
Standardization Tools Standardizes data values (formats, naming conventions, date formats, etc.) automatically.		No information available
Missing Value Imputation Automatically fills missing values based on configurable logic or data models.		No information available
Bulk Cleansing Operations Processes data cleansing tasks on large batches of records efficiently.		No information available
Validation Rule Library Comes with pre-built and customizable validation rule sets relevant to pensions.		No information available
User-driven Corrections Interface for users or data stewards to review and manually correct flagged data.		No information available
Correction Logging & Audit Trail Tracks all corrections made, by whom, and when, for compliance.		No information available
Undo/Redo for Cleansing Actions Supports stepwise undo/redo to minimize risk of accidental data loss.		No information available
Internationalization Support Handles data cleansing across different languages, character sets, and local formats.		No information available

Custom Rule Definition Enables creation of complex, business-specific data validation rules.		No information available
Pre-built Validation Rules Out-of-the-box validation logic for common pension data requirements (e.g., valid contribution dates, age calculations).		No information available
Conditional Validation Supports rule application based on predefined conditions or data characteristics.		No information available
Rule Versioning Tracks historical changes and versions of data validation rules.		No information available
Batch Rule Application Applies validation rules to large datasets in batches.		No information available
Rule Failure Alerts Provides notifications for rule failures or exceptions as data is ingested or processed.		No information available
Rule Performance Throughput at which validation rules process records.		No information available
Reusable Rule Templates Ability to templatize common rule types for rapid deployment.		No information available
Cross-field Validation Checks for logical consistency between multiple fields (e.g., total contribution = sum of annual contributions).		No information available
Data Quality Scoring Assigns scores based on rule compliance to measure overall data quality.		No information available

Custom Dashboard Creation Create and customize dashboards for tracking specific pension data quality KPIs.		No information available
Automated Alerting Real-time alerts for breaches of data quality thresholds.		No information available
Trend Reporting Visualizes data quality metrics over time to spot emerging risks and improvements.		No information available
Compliance Reports Generates reports for regulatory and internal compliance specific to pension fund rules.		No information available
Custom Report Builder Flexible tools for creating ad hoc and scheduled reports.		No information available
Data Quality Scorecard Summarizes data quality health across multiple domains or sources.		No information available
Mobile Reporting Access Enables secure viewing of dashboards and reports on mobile devices.		No information available
Automated Report Distribution Schedules and distributes data quality reports to stakeholders.		No information available
Drill-down Analytics Interactive analysis enabling users to explore detailed data quality issues.		No information available
Report Generation Speed Speed at which reports are generated from pension datasets.		No information available

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Financial Technology Year

Collibra Data Quality from Collibra

Product analysis by function

Data Quality Management Tools for Data and Analytics

Data Integration & Connectivity
(0 Yes /0 Known /10 Possible features)

Data Profiling & Assessment
(0 Yes /0 Known /10 Possible features)

Data Cleansing & Correction
(0 Yes /0 Known /10 Possible features)

Data Validation & Quality Rules
(0 Yes /0 Known /10 Possible features)

Monitoring & Reporting
(0 Yes /0 Known /10 Possible features)

Security & Data Privacy
(0 Yes /0 Known /10 Possible features)

Data Stewardship & Collaboration
(0 Yes /0 Known /10 Possible features)

Master Data Management
(0 Yes /0 Known /10 Possible features)

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

Scalability & Performance
(0 Yes /0 Known /10 Possible features)

Usability & Support
(0 Yes /0 Known /10 Possible features)

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Role-based Access Control Restricts data visibility and editing based on user roles and responsibilities.		No information available
Data Encryption (In Transit & At Rest) Encrypts sensitive data during transmission and storage.		No information available
Audit Logging Tracks all data access, changes, and system events for accountability.		No information available
GDPR/DP Law Support Features to help maintain compliance with regional and global data privacy laws, e.g., GDPR.		No information available
Data Masking Masks or obfuscates sensitive information for non-production environments or reporting.		No information available
User Authentication Methods Supports SSO, MFA, and other authentication mechanisms for enhanced security.		No information available
Data Retention Policies Allows configuration of automatic data purging or archiving in line with compliance requirements.		No information available
Permission Audit Reporting Generates reports showing who has accessed or modified pension data.		No information available
Configurable Security Settings Customizable security and access settings per environment or department.		No information available
Security Breach Alerting Notifies designated staff of unusual access or security events.		No information available

Issue Tracking Workflow Built-in workflow for raising, assigning, and resolving data quality issues.		No information available
Task Assignment & Notification Assigns data stewardship tasks and notifies responsible parties.		No information available
Commenting & Annotation Tools Allows users to comment, annotate, and discuss data issues within the platform.		No information available
Audit Trail of Stewardship Actions Logs all actions taken on flagged data and their outcomes.		No information available
Escalation Management Automates or documents escalation of unresolved data quality problems to higher authority.		No information available
Collaboration Analytics Reports on stewardship activity, open issues, team response times, etc.		No information available
Role-specific Interfaces Customizable views/interfaces for data stewards, custodians, actuaries, and other pension staff.		No information available
Workflow Customization Enables organizations to tailor stewardship workflows to their processes.		No information available
Bulk Issue Resolution Tools Support for resolving multiple quality issues simultaneously.		No information available
Collaboration Platform Integration Connects to email, Teams, Slack, or other enterprise collaboration tools.		No information available

Golden Record Creation Combines, reconciles, and manages a single source of truth for each key entity.		No information available
Entity Matching & Merging Recognizes and merges duplicate participant, plan, or employer records.		No information available
Hierarchical Relationship Management Supports management of parent/child or related entity hierarchies (e.g., main plan and sub-plans).		No information available
Survivorship Rules Defines which data source prevails when conflicts arise.		No information available
Entity Change History Tracks all changes made to master data records.		No information available
Master Data Synchronization Speed Performance of real-time synchronization between master and downstream systems.		No information available
Data Steward Approval Process Enables stewardship review/approval of significant master data changes.		No information available
Integration with Downstream Systems Ensures updates to master data propagate to pension admin, actuarial, and reporting tools.		No information available
Master Data Quality Scoring Calculates and reports quality scores for critical master data objects.		No information available
Reference Data Management Manages codes, reference tables, and lookup values relating to pension administration.		No information available

Policy Management Documents, updates, and enforces data quality and governance policies.		No information available
Workflow Automation for Approvals Automates multi-step approvals that align with governance or regulatory needs.		No information available
Data Quality Metrics for Compliance Tracks, measures, and evidences compliance with regulatory data quality standards.		No information available
Regulatory Reporting Automation Generates and files data quality reports and regulatory deliverables automatically.		No information available
Documentation Repository Central repository for storing policies, procedures, and evidential artifacts.		No information available
Attestation Management Assigns and records periodic attestations of data accuracy and integrity.		No information available
Change Management Logs Comprehensive audit trails for all data and configuration changes.		No information available
Delegated Authority Controls Configures users/roles authorized to approve changes or sign off compliance artifacts.		No information available
Regulatory Update Tracking Notifies users and updates policies and controls with evolving regulations.		No information available
Compliance Dashboard Visualizes policy adherence and outstanding compliance tasks.		No information available

Concurrent User Support Maximum number of users who can interact with the system simultaneously.		No information available
Data Volume Handling Maximum dataset size that can be processed efficiently.		No information available
Latency for Key Operations Response time for common operations such as lookups or quality checks.		No information available
Horizontal Scalability Ability to scale out by adding more servers or cloud resources.		No information available
Cloud and On-premise Deployment Options Supports deployment on both cloud and on-premise infrastructure.		No information available
Disaster Recovery/Failover Capability Automated failover and recovery in the event of hardware or software failure.		No information available
Load Balancing Distributes system load across resources for optimal performance.		No information available
Performance Monitoring Tools Monitors and reports on system resource utilization and performance.		No information available
Maintenance Window Customization Configurable windows for performing upgrades or maintenance tasks.		No information available
Auto-Scaling Automatically adjusts resources to meet changing system load.		No information available

Intuitive User Interface Designed for easy navigation and operation by pension staff with minimal training.		No information available
Role-based Dashboards Custom dashboards tailored to user roles (e.g., admin, actuary, steward, auditor).		No information available
Comprehensive Documentation Up-to-date manuals, onboarding guides, and FAQs are available.		No information available
In-context Help & Tooltips Help features embedded directly within the product UI.		No information available
Vendor Support Availability Support desk or helpdesk availability (e.g., 24/7, business hours).		No information available
Training Resources Access to webinars, e-learning, or in-person sessions for onboarding and skills growth.		No information available
Onboarding & Implementation Services Vendor assistance with setup, integration, and first-time configuration.		No information available
User Community Forums Interactive user forums or communities for peer-to-peer learning and support.		No information available
Accessibility Compliance Meets accessibility standards (WCAG, ADA) for inclusivity.		No information available
Release/Upgrade Management Simple process for upgrades and release management, with minimal downtime.		No information available

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Financial Technology Year

Collibra Data Quality from Collibra

Product analysis by function

Data Quality Management Tools for Data and Analytics

Data Integration & Connectivity (0 Yes /0 Known /10 Possible features)

Data Profiling & Assessment (0 Yes /0 Known /10 Possible features)

Data Cleansing & Correction (0 Yes /0 Known /10 Possible features)

Data Validation & Quality Rules (0 Yes /0 Known /10 Possible features)

Monitoring & Reporting (0 Yes /0 Known /10 Possible features)

Security & Data Privacy (0 Yes /0 Known /10 Possible features)

Data Stewardship & Collaboration (0 Yes /0 Known /10 Possible features)

Master Data Management (0 Yes /0 Known /10 Possible features)

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

Scalability & Performance (0 Yes /0 Known /10 Possible features)

Usability & Support (0 Yes /0 Known /10 Possible features)

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Data Integration & Connectivity
(0 Yes /0 Known /10 Possible features)

Data Profiling & Assessment
(0 Yes /0 Known /10 Possible features)

Data Cleansing & Correction
(0 Yes /0 Known /10 Possible features)

Data Validation & Quality Rules
(0 Yes /0 Known /10 Possible features)

Monitoring & Reporting
(0 Yes /0 Known /10 Possible features)

Security & Data Privacy
(0 Yes /0 Known /10 Possible features)

Data Stewardship & Collaboration
(0 Yes /0 Known /10 Possible features)

Master Data Management
(0 Yes /0 Known /10 Possible features)

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

Scalability & Performance
(0 Yes /0 Known /10 Possible features)

Usability & Support
(0 Yes /0 Known /10 Possible features)