--- 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(1,364) ](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 ![Verified User in Facilities Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Facilities Services") CF Verified User in Facilities Services Small-Business (50 or fewer emp.) 10/13/2022 "It was really good" 4.5/5 What do you like best about IBM Cloud Pak for Data? Seamless integration of monolith to containerised solution. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Nothing to specify as such things as per our view. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? It's the hybrid cloud and provides Automation and Al capabilities to speed up product deployments and monitoring the usage Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Enterprise (\> 1000 emp.) 5/6/2022 "Review for IBM Cloud Pak for Data" 4/5 What do you like best about IBM Cloud Pak for Data? With the help of automation and embedded AI, it helps data to be easily identified thus a great boon to data-driven business Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Service issues like backup and restore and sometimes installation and backup issues make it a little tedious Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Creating connectors to link the data of the organization with IBM Cloud Pak for Data Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Samrat S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samrat S.") SS Samrat S. QA Specialist Enterprise (\> 1000 emp.) 2/25/2021 "IBM Cloud Private Review" 4.5/5 Validated ReviewerSource: Organic SP shridhar P. Technical Architect Enterprise (\> 1000 emp.) 11/11/2020 Business partner of the seller or seller's competitor, not included in G2 scores. "A good framework for data analytics and more" 4/5 What do you like best about IBM Cloud Pak for Data? Rich with many features like data virtualization, integrations with many tools, unique way of data processing, etc. Not only that CPD has integrations with many external tools it as it runs on kubernetes we can bring in any kind of process or tool into the cluster with some work. Also IBM team supported very well throughout the process. They even let us use their sandbox for while until we get comfortable with the system. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Cost of the tool is not that approachable for smaller companies. I guess just like other IBM tools even this comes with certain cost. Another important factor to consider is its complexity. As there are many feature it brings in more complexity to the tool. It will take some time/training to understand all the aspects of this tool. Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: Its a good tool with many features... if your team likes it and fits you requirement list + budget then I would recommend it. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? We are trying to solve media related data processing problem using CPD. It involved pulling data from various sources like S3, databases, SFTP, even file uploads. Once the data from different sources are available in the system it has to be cleansed, transformed and made available for analytics at its lowest granularity. From their it would go into different paths - aggregation of the data for visualization by business teams while some folks would be using the raw data fore deep analytics. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Sarah C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sarah C.") SC Sarah C. Data Integration Specialist Small-Business (50 or fewer emp.) 8/19/2020 "An end-to-end data and AI stand with data supervision, governance, and analytics capacities" 5/5 What do you like best about IBM Cloud Pak for Data? The latest IBM Cloud Pak design is, at its focus, a distinct method of bundling and acquiring it. In this design, you can purchase up your current pieces and have all your new bundled title (merging some merchandise to a separate section product in many circumstances) plus get access to a new bundle for AWS red hat. Also, there are specific unique abilities and provisions only obtainable in the Cloud Pak licensing design, and this is particularly relevant regarding the Automation range. The product efficiently reacts to increasing controls with embedded, advanced governance skills; these combine automated detection and analysis of data, cloaking raw data, data zones, and documents life period control. It expedites utilization growth and deployment with a multi-cloud data program that is agile, flexible, and compact. The interest of Kubernetes containerization is to implement and compare services in times, somewhat of days, inside a more stable, supervised situation. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? If the company focuses more on the selling product in the market and makes it accessible with different other databases, it would be more adaptable and convenient to most of the industry. It explains and consolidates how you manage, secure, and interpret data to expedite data science and AI advantage. This multi-cloud stand passes a wide variety of core data microservices, with the opportunity to score more from a developing duties program. I think an excessive marketing strategy would be helpful for market gain and clients benefit both. Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: It provides the benefit and interest of a vast ecosystem of interconnected hardware, software, and services within a growing service description. Provision preferred data services flexibly and rapidly and customized data workflows to your specific requirements. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? FileNet Content Manager Business Automation Workflow Data Migration Enterprise Records Operational Decision Manager Review collected by and hosted on G2.com. Show More 8/22/2020 Validated ReviewerIncentivizedSource: G2 invite ![Miguel L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Miguel L.") ML Miguel L. Data & A.I. Specialist Small-Business (50 or fewer emp.) 8/19/2020 Business partner of the seller or seller's competitor, not included in G2 scores. "The Best way to adopt cloud inside firewall" 5/5 What do you like best about IBM Cloud Pak for Data? I really love auto ai and jupyter lab and machine learning Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Maybe the experience in db2 database :) :D Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: Useautoai and open scale Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Price optimization and demand prediction Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Civic & Social Organization](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Civic & Social Organization") IC Verified User in Civic & Social Organization Small-Business (50 or fewer emp.) 6/21/2020 "Security is a pillar at IBM" 5/5 What do you like best about IBM Cloud Pak for Data? IBM is a trusted partner to international businesses, providing machines to support cross-continental data compute. Having said that, IBM allows me to control my data while providing support for 50+ locations. Data governance is simplified with IBM in a true cloud model. Security is paramount and in the DNA of IBM. It has been since the entrance of IBM in the international computing market for businesses back in the 1950-60s. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? I'd still like to see more options to seamlessly migrate from other cloud providers to IBM and that is an area that might need some more investment. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Big data sets for both internal use and for machine learning feed need a hybrid solution while maintaining the highest degree of security in the cloud that matches or outrivals that of in-house data security. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Jose Raul F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jose Raul F.") JF Jose Raul F. Coordinador de Planificación Financiera Mid-Market (51-1000 emp.) 8/16/2018 "A perfect cloud for my data with IBM security" 5/5 What do you like best about IBM Cloud Pak for Data? Having a cloud that allows my data to be safe, backed up and obtainable at any time without any type of risk due to loss or bad adaptation, is the peace of mind that ibm offers me with this quality service, I am sure that anyone I would like to have a cloud with this service provider of high capacity and responsibility. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? have always said that everything can be compromised, my suggestion for this, is that there should be a very specialized encryption in order to obtain the highest satisfaction of the market for the database in the IBM cloud, every client would be satisfied with encrypted data adapted to each company that deserves it. Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: I recommend to any company the use of this type of technological services, due to the security that with this sevicio of data supported that ibm offers in the cloud, it would help to minimize the risk of loss of any important data of the corporate signature. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? With the use of private data I have summarized a lot of what I had in mind before, since I did not know how and where to place it safely and that over time I can have it without fear of not finding it, with this corporate decision I have managed technological security with my business data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite NN Nagaraj Kumar N. Consultant Enterprise (\> 1000 emp.) 2/13/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "ICP4D" 5/5 What do you like best about IBM Cloud Pak for Data? We didn't have any other product in market that matches ICP4D All products are public cloud focused. No product vendors are focusing the private cloud . ICP address it. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? features and scalability and product maturity need to be improvement for Enterprise scale Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Private Cloud Needs where business doesn't want to go for public cloud. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign CP Christian P. Business Development Manager Mid-Market (51-1000 emp.) 2/15/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "Develop for ICP" 3.5/5 What do you like best about IBM Cloud Pak for Data? I Like IBM finally start with the new generation technoligy Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Still look like the 80s design so I would like to have a better overview and easier to use Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: Look for a Terraform way to install it and use that pre script Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Go faster to the market Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ## 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);)