# Pentaho Data Catalog Reviews
**Vendor:** Pentaho  
**Category:** [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog)
## About Pentaho Data Catalog
Pentaho Data Catalog changes how your business discovers and manages data, ensuring seamless scalability across all data types and volumes. Simplify data observability with a unified business glossary and advanced metadata management to enhance lineage, trust, and quality. Embrace a smarter way to handle your data, making it easier to search, validate, and derive insights, all tailored to your unique business needs.






- [View Pentaho Data Catalog pricing details and edition comparison](https://www.g2.com/products/pentaho-data-catalog/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-25+09%3A54%3A40+-0500&secure%5Bsession_id%5D=cfc9016d-602b-4679-91f6-617b9e4f6cfd&secure%5Btoken%5D=567a541682ffcd702d2be0d2e152b853213d35b4a327ee0310597044e366cda7&format=llm_user)

## Pentaho Data Catalog Features
**Data Governance**
- User Access Management
- Dynamic Data Masking
- Data Lineage

**Data Preparation**
- Search
- Data Quality and Cleansing
- Data Transformation
- Data Modeling

**Collaboration**
- Commenting
- Profiling and Classification
- Business and Data Glossary
- Metadata Management 

**Artificial Intelligence**
- Machine Learning Recommendations
- Natural Language Query
- Automatic Data Cleansing

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Machine Learning Data Catalog**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Decision Making

## Top Pentaho Data Catalog Alternatives
  - [AWS Glue](https://www.g2.com/products/aws-glue/reviews) - 4.3/5.0 (193 reviews)
  - [ServiceNow Workflow Data Fabric](https://www.g2.com/products/servicenow-workflow-data-fabric/reviews) - 4.3/5.0 (134 reviews)
  - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) - 4.1/5.0 (131 reviews)