G2

Amr a.

Data Solution Architect

Information Technology and Services

Mid-Market (51-1000 emp.)

6/17/2026

"Comprehensive solution for data-intensive workflows"

4.5/5

What do you like best about IBM Cloud Pak for Data?

IBM Cloud Pak for Data provides a comprehensive solution for data-intensive workflows. It allows my team to manage almost all aspects of the data workflow, including connecting data sources and tools, because it brings together access, governance, cataloging, analytics, and AI services in one environment.

The platform supports data virtualization, allowing teams to work across distributed sources without creating unnecessary copies, while providing greater control over ETL processes and seamless integration with Watson Knowledge Catalog. The Auto-Discovery feature and automated metadata tagging workflows are massive time-savers, especially when mapping data lineage and automatically applying governance policies. Review collected by and hosted on G2.com.

What do you dislike about IBM Cloud Pak for Data?

IBM Cloud Pak for Data can make service selection and implementation feel a bit challenging and more time-consuming than expected for smaller teams or companies without dedicated data platform expertise, especially when it comes to service deployment, management, and troubleshooting. Review collected by and hosted on G2.com.

What problems is IBM Cloud Pak for Data solving and how is that benefiting you?

IBM Cloud Pak for Data solves the problem of fragmented data across on-premises and Azure cloud environments, particularly when team members need trusted access but would otherwise have to wait for IT teams to properly manage privacy and access permissions. It helps analysts find certified data faster and gives data science teams a cleaner path from data preparation to model deployment and monitoring.

It enables faster access to distributed data across various environments and improves our ETL efficiency through data virtualization.

The access controls and dynamic data masking features help our data analytics team reduce data compliance risks to near zero, as sensitive information is automatically masked based on user roles and predefined criteria. Review collected by and hosted on G2.com.