Compare All Master Data Management Products

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 Open Studio for Master Data ManagementMDM Platform
Product Details Product Details 


Free Open SourceUser-based subscription
Free open source Apache license
Subscription license with warranty and indemnification

Design and Productivity Tools

Eclipse-based developer tooling and job designer
Continuous integration / Continuous delivery
Team collaboration with shared repository
Visual mapping for complex XML and EDI
Embedded data validations and business rules
Automatic data integration with MDM model
Audit, job compare, impact analysis, testing, debugging, and tuning
Metadata bridge for metadata import/export and centralized metadata management
Distant run and parallelization
Dynamic schema, re-usable joblets and reference projects
Repository manager
ETL and ELT support
Wizards and interactive data viewer
Export and execute standalone jobs in runtime environments
Change data capture (CDC)
Drools business rule management system
Automatic documentation


File management: open, move, compress, decompress without scripting
Control and orchestrate data flows and data integrations with master jobs
Basic matching and grouping of entity
Map, aggregate, sort, enrich, and merge data
Standard support: REST, SOAP, OpenID Connect, OAuth, SAML, STS, WSDL, SWAGGER, and more
Enterprise Integration Patterns for service mediation, routing, and messaging


Cloud: AWS, Microsoft Azure, Google Cloud Platform, and more
RDBMS: Oracle, Teradata, Microsoft SQL server, and more
SaaS: Marketo, Salesforce, NetSuite, and more
Packaged Apps: SAP, Microsoft Dynamics, Sugar CRM, and more
Technologies: Dropbox, Box, SMTP, FTP/SFTP, LDAP, and more
Cleansing, masking, and error resolution
Optional 3rd-party address validation services

Management and Monitoring

High availability, load balancing, failover for jobs
Deployment manager and team collaboration
Manage users, groups, roles, projects, and licenses
Amazon EC2 lifecycle control
Execution plan, time, and event-based scheduler
Check points, error recovery
Context management (dev, QA, prod)
Activity monitoring
Log server with dashboard

Data Quality and Governance

Data profiling and analytics with graphical charts and drilldown data
Automate data quality error resolution and enforce rules
Data cleansing and masking
Data quality portal with monitoring, reporting, and dashboards
Semantic discovery with automatic detection of patterns
Comprehensive survivorship
Data sampling
Enrichment, harmonization, fuzzy matching, and de-duplication

Advanced Data Profiling

Fraud pattern detection using Benford Law
Advanced statistics with indicator thresholds
Column set analysis
Advanced matching analysis
Time column correlation analysis

Data Preparation and Stewardship

Import, export, and combine data from any database, Excel, or CSV file
Import, export, and combine CSV, Parquet and AVRO files
Export to Tableau
Self-service on-demand access to sanctioned datasets
Share data preparations and datasets
Operationalize preparations into any data or big data integration flow
Run preparations on Apache Beam
Auto-discovery, profiling, smart suggestions, and data visualization
Auto-discovery and auto-profiling of custom semantic types
Smart and selective sampling and full-runs
Data tracking and masking with role-based security
Cleansing and enrichment functions
Data Stewardship App for data curation and certification

Master Data Management

Visual modeling and import/export of data models
Integrated workflows for data stewardship and governance
MDM query language with simple to consume REST data access
Master data full text search and ad-hoc queries
Impact analysis, audit trail, and dependency enforcement
Integrated matching with data lineage and undo/redo
MDM activity monitoring dashboard
Mulitple and recursive hierarchies management
Multiple language fields
Visual designer for custom user interfaces, forms, and workflows
Organization management for workflows
Role-based security and Active Directory integration
Comprehensive database storage support
Scalability and fault tolerance
Transactional engine
Flexible, role based, active data model

MDM Web Application

Master data repository
Fully functional MDM environment
Complete web UI for master data management
Model-driven user interface

ESB Management

JMX monitoring, service activity monitoring
Role-based administration and management
System monitoring
Visibility into live statistics of message flow activity
Integrated artifact repository
Centralized event logging service, provision service
HypericHQ plug-ins
Job conductor
Identity management and authorization
Web services high availability

Agile Application Integration

Drag-and-drop route, data, and web/REST services creation
WS policy-based web services security
Deliver and route messages and events based on Enterprise Integration Patterns (EIPs)
Service locator and registry
Service creation, mediation, and simulation
Functional, load, and security web services testing
Data integration and transformation
Command line and scripting tools
XML key management specification (XKMS)


Self-serviceWeb, email, phone

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