--- title: IBM Cloud Pak for Data Reviews meta\_title: 'IBM Cloud Pak for Data Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 90 reviews by the users' company size, role or industry to find out how IBM Cloud Pak for Data works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 90 scale: '5' date\_modified: '2026-08-09' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # IBM Cloud Pak for Data Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by IBM Cloud Pak for Data but has limited features. Are you part of the IBM Cloud Pak for Data team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! IBM Cloud Pak® for Data is a fully integrated data and AI platform that modernizes how businesses collect, organize and analyze data, forming the foundation to infuse AI across their organization. Running on Red Hat OpenShift and available on any cloud, this unified platform helps companies automate the end-to-end AI lifecycle. The intelligent data fabric in IBM Cloud Pak for Data enables automated distributed queries at scale without data movement; automated discovery and understanding of business-ready data; automated universal privacy and usage policies across the data ecosystem; and optimized model training, accuracy and explainability. View the demo: https://mediacenter.ibm.com/media/1\_je41fqqz. The platform delivers on the below use cases: • Data access and availability – Eliminate data silos and simplify your data landscape to enable faster, cost-effective extraction of value from your data. • Data quality and governance - Apply governance solutions and methodologies to deliver trusted, business data. • Data privacy and security - Fully understand and manage sensitive data with a pervasive privacy framework. • ModelOps - Automate the AI lifecycle and synchronize application and model pipelines to scale AI deployments. • AI governance – Ensure your AI is transparent, compliant and trustworthy with greater visibility into model development, with capabilities such as explainable AI, model risk management and bias detection. • AI for Financial Operations - Automate and integrate planning across your organization, from financial planning & analysis to workforce planning, sales forecasting and supply chain planning. • AI for Customer care - Reduce time to resolution, decrease call volume and increase customer satisfaction. IBM Watson Assistant (WA) can provide AI-powered automated assistance and enable human agents to better handle inquiries. IBM Watson Discovery (WD) complements Watson Assistant and can help unlock insights from complex business content. Discover IBM Cloud Pak for Data Industry Accelerators: https://dataplatform.cloud.ibm.com/gallery?context=cpdaas See a case study: https://mediacenter.ibm.com/media/1\_sr6lx8sz Try at no-cost: http://ibm.biz/dataplatformtrial * * * Seller [IBM](https://www.g2.com/sellers/ibm) Discussions [IBM Cloud Pak for Data Community](https://www.g2.com/products/ibm-cloud-pak-for-data/discuss) Solution Type All-in-One Overview by Pearl Chen Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 4 months ### Return on Investment 19 months [ View More Pricing Information ](https://www.g2.com/products/ibm-cloud-pak-for-data/pricing) ## Top-Rated Alternatives [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,365) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Snowflake") Snowflake 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews) [ ![Cloudera](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Cloudera") Cloudera 4.1/5(136) ](https://www.g2.com/products/cloudera/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-cloud-pak-for-data/competitors/alternatives) ## User Insights Average based on 90 real user reviews. Implementation Time 4 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ## IBM Cloud Pak for Data Integrations (2) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") IBM watsonx.ai ](https://www.g2.com/products/ibm-watsonx-ai/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") IBM watsonx Orchestrate ](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) Show More YL Yves L. Enterprise Architect Enterprise (\> 1000 emp.) 2/12/2019 "Enterprise wide solution to adopt Cloud Hybrid architecture " 4.5/5 What do you like best about IBM Cloud Pak for Data? The fact that ICP is mainly based on open source stack with some add value products like VA or MCM Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? ICP is not well known but the Cloud community (lack of integration for example with bitnami platform) Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Acceleration of our Cloud adoption Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") CI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 2/11/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "My Cloud Private for Data" 5/5 What do you like best about IBM Cloud Pak for Data? Data analytics platform for IBM Cloud to build in CI/CD and jenkins pipeline. The platform is really cool. Opened up the doors to have private cloud solution for IBM POWER Servers. Who would have thought about it except IBM. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Documentation should be more comprehensive to allow easy and seamless installation and configuration Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: Do try out ICP for Data to explore Cloud Private for Data Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Trying to integrate IBM PowerAI Vision based solutions with Cloud Private for Data Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Printing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Printing") AP Verified User in Printing Enterprise (\> 1000 emp.) 2/1/2019 "The new Era of DDBB !!" 4.5/5 What do you like best about IBM Cloud Pak for Data? IBM seems to be anchored to the past ... but NO! This is the closest thing to a BBDD with Artificial Intelligence. His way of collecting data from different sources and types of information, compiling it with different parameters is wonderful. Special mention for your graphic environment, a delight. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? I think the worst is its price ... too high, but I think you can ask for its novelty. Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: What I have said for large companies. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Only for large companies. Very big. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite CF Cheuk F. Enterprise Data Architect Enterprise (\> 1000 emp.) 2/13/2019 "Running SAP BSOH in IBM cloud" 4/5 What do you like best about IBM Cloud Pak for Data? Better performance compared to on-premise installation running on Oracle Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Seems to have more unplanned outages in the cloud Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Modernize platform and improve SAP performance by running on HANA. Offers more options for data extraction for analytics. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign MW Mike W. z/VM, zLinux Admin Small-Business (50 or fewer emp.) 2/12/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "On it ways to a cloud product" 3.5/5 What do you like best about IBM Cloud Pak for Data? Graphical interface is very good looking Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Not very intuititve and the documentation could be a bit more detailed.. Have trouble creating databases with attatched storage Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Easy to deploy and scale up and down Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign HL Harper L. Marketing Manager Small-Business (50 or fewer emp.) 2/1/2019 "The Cloud Is The Place To Be" 5/5 What do you like best about IBM Cloud Pak for Data? Been using this product for awhile now and have loved it ever since. Can’t say enough good things about it. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? I had issues with outages in the past but none recently. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? To keep our data in the cloud Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite JM Jason M. Technical Director Enterprise (\> 1000 emp.) 2/12/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "DBaaS" 4/5 What do you like best about IBM Cloud Pak for Data? Ability to off load maintenance. This includes upgrades, backups, and daily monitoring Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Would like more configuration options, advanced MongoDB Enterprise security settings, like LDAP Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Providing DB services for apps Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Legal Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Legal Services") UL Verified User in Legal Services Small-Business (50 or fewer emp.) 2/2/2019 "IBM Review" 4.5/5 What do you like best about IBM Cloud Pak for Data? I like that the IBM Cloud for Private Data unifies and simplifies the collection and analysis of data. It affords me the organization required to work effectively and efficiently. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? There are some limitations as far as what you can do with your data, but all in all I believe IBM is moving in the right direction with private data. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? I am efficiently and effectively organizing and analyzing data. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ![Verified User in Accounting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Accounting") CA Verified User in Accounting Small-Business (50 or fewer emp.) 2/12/2019 "IBM Cloud for Social Media Data" 4/5 What do you like best about IBM Cloud Pak for Data? Solution speeded up mz project delivery from month to days. We offered our solution to other developers and fostered co-creation. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? The initial information avaible on the net was not very helpful. The combination with other services was transparent to me. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Usage of a variety of analytical services based on a high level of security. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Consumer Electronics](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Electronics") UC Verified User in Consumer Electronics Enterprise (\> 1000 emp.) 2/1/2019 "So easy to use and feels very secure" 5/5 What do you like best about IBM Cloud Pak for Data? Very secure we have no fear of being hacked. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Really nothing, sometime it is too much power for us, but overall very happy Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: This is a great solution if you need an offsite data cloud. We feel very confident in it's security. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Needed something safe and we didn't have the room to host our own servers. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Pricing Insights Averages based on real user reviews. ### Time to Implement 4 months ### Return on Investment 19 months ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/ibm-cloud-pak-for-data/pricing) IBM Cloud Pak for Data Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks 4.5/5(239) [ Compare Now ](https://www.g2.com/compare/azure-databricks-vs-ibm-cloud-pak-for-data) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_d1fd454b6f4ef5fb0bbdaabe8681b035/cloudera.png "Product Avatar Image") Cloudera 4.1/5(136) [ Compare Now ](https://www.g2.com/compare/cloudera-vs-ibm-cloud-pak-for-data) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake 4.6/5(764) [ Compare Now ](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-snowflake) ##### ##### IBM Cloud Pak for Data Features Model Development Feature Engineering Deployment Application Scalability Data Transformation Real-Time Analytics Data Querying Connectivity Hadoop Integration Spark Integration Multi-Source Analysis [ View More Features ](https://www.g2.com/products/ibm-cloud-pak-for-data/features) ##### Categories on G2 [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[Infrastructure as a Service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas)[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[Infrastructure as a Service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas)[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[Big Data Analytics](https://www.g2.com/categories/big-data-analytics)[Generative AI Infrastructure](https://www.g2.com/categories/generative-ai-infrastructure)[Data Fabric](https://www.g2.com/categories/data-fabric)[Virtual Private Cloud (VPC)](https://www.g2.com/categories/virtual-private-cloud-vpc) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Which emergency management software is most reliable based on reviews from business resilience teams?](https://www.g2.com/discussions/which-emergency-management-software-is-most-reliable-based-on-reviews-from-business-resilience-teams)[Which rebate management platforms are best for distributors that need detailed accrual tracking so rebates are correctly accrued before the vendor statement arrives?](https://www.g2.com/discussions/which-rebate-management-platforms-are-best-for-distributors-that-need-detailed-accrual-tracking-so-rebates-are-correctly-accrued-before-the-vendor-statement-arrives)[What is the best platform for managing visitor check-ins?](https://www.g2.com/discussions/what-is-the-best-platform-for-managing-visitor-check-ins) [Which vendor offers real-time audience engagement features?](https://www.g2.com/discussions/which-vendor-offers-real-time-audience-engagement-features)[Which apparel business management and ERP software supports EDI integration for fashion brands managing wholesale and retail operations?](https://www.g2.com/discussions/which-apparel-business-management-and-erp-software-supports-edi-integration-for-fashion-brands-managing-wholesale-and-retail-operations)[Best online backup service for small business](https://www.g2.com/discussions/what-s-the-best-online-backup-service-for-small-businesses) [Show MoreShow Less](javascript:void(0);)