--- 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: '2026-07-12' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # IBM Cloud Pak for Data Reviews **Vendor:** IBM **Category:** [Data Fabric Software](https://www.g2.com/categories/data-fabric) **Average Rating:** 4.3/5.0 **Total Reviews:** 90 ## About IBM Cloud Pak for Data 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 ## IBM Cloud Pak for Data Reviews ### 1. Enterprise wide solution to adopt Cloud Hybrid architecture **Rating:** 4.5/5.0 stars **Reviewed by:** Yves L. | Enterprise Architect , Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **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 **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) **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Acceleration of our Cloud adoption ### 2. My Cloud Private for Data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 11, 2019 **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. **What do you dislike about IBM Cloud Pak for Data?** Documentation should be more comprehensive to allow easy and seamless installation and configuration **Recommendations to others considering IBM Cloud Pak for Data:** Do try out ICP for Data to explore Cloud Private for Data **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 ### 3. The new Era of DDBB !! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Printing | Enterprise (> 1000 emp.) **Reviewed Date:** February 01, 2019 **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. **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. **Recommendations to others considering IBM Cloud Pak for Data:** What I have said for large companies. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Only for large companies. Very big. ### 4. Running SAP BSOH in IBM cloud **Rating:** 4.0/5.0 stars **Reviewed by:** Cheuk F. | Enterprise Data Architect, Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Cloud Pak for Data?** Better performance compared to on-premise installation running on Oracle **What do you dislike about IBM Cloud Pak for Data?** Seems to have more unplanned outages in the cloud **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. ### 5. On it ways to a cloud product **Rating:** 3.5/5.0 stars **Reviewed by:** Mike W. | z/VM, zLinux Admin, Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** Graphical interface is very good looking **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 **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Easy to deploy and scale up and down ### 6. The Cloud Is The Place To Be **Rating:** 5.0/5.0 stars **Reviewed by:** Harper L. | Marketing Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 01, 2019 **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. **What do you dislike about IBM Cloud Pak for Data?** I had issues with outages in the past but none recently. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** To keep our data in the cloud ### 7. DBaaS **Rating:** 4.0/5.0 stars **Reviewed by:** Jason M. | Technical Director, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** Ability to off load maintenance. This includes upgrades, backups, and daily monitoring **What do you dislike about IBM Cloud Pak for Data?** Would like more configuration options, advanced MongoDB Enterprise security settings, like LDAP **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Providing DB services for apps ### 8. IBM Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Legal Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 02, 2019 **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. **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. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** I am efficiently and effectively organizing and analyzing data. ### 9. IBM Cloud for Social Media Data **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2019 **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. **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. **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. ### 10. So easy to use and feels very secure **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Enterprise (> 1000 emp.) **Reviewed Date:** February 01, 2019 **What do you like best about IBM Cloud Pak for Data?** Very secure we have no fear of being hacked. **What do you dislike about IBM Cloud Pak for Data?** Really nothing, sometime it is too much power for us, but overall very happy **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. **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. ### 11. Systems Tech **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** Good options for all sized companies with this product. **What do you dislike about IBM Cloud Pak for Data?** Pricing is not as clearly listed as would make it easiest to understand if not in the field. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Application support is the biggest problem. We have realized that it gives us the options to convert apps over to cloud ### 12. Fast onboarding of software with a super cool technology **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** easy to integrate many products (open and closed source) on a single platform and deploy at scale **What do you dislike about IBM Cloud Pak for Data?** What I dislike the most is the lack of benchmarks **Recommendations to others considering IBM Cloud Pak for Data:** have reference arch and code examples to onboard opensource technology and frameworks. Provide better demos **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** cybersecurity integration capability ### 13. Ibm review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Services | Mid-Market (51-1000 emp.) **Reviewed Date:** February 02, 2019 **What do you like best about IBM Cloud Pak for Data?** How I can upload information to the ibm cloud easily **What do you dislike about IBM Cloud Pak for Data?** Sometimes the data needs to be manually processed rather than it uploading automatically. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** It has caused the company that I work for to easily process orders and easily pull raw data to store on our data base. ### 14. Hybrid cloud as a service **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Cloud Pak for Data?** Opex model with single point of contact backed by a world class operating model with complete service catelogue. **What do you dislike about IBM Cloud Pak for Data?** Not always using best in class products to support the infrastructure elements. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Reducing IT spend and increasing agility. ### 15. Easy to deploy **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Utilities | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Cloud Pak for Data?** The product documentation is easy to locate, and the system is easy to deploy. **What do you dislike about IBM Cloud Pak for Data?** There is nothing I dislike. I have added this text to meet the requirements. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Catalogging of data available in the enterprise. ### 16. ICP 4 data - review **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Cloud Pak for Data?** we were able to build an app in a couple of days using ICP4D **What do you dislike about IBM Cloud Pak for Data?** getting a demo environment took longer than expected **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** we are porting an existing solution into a microservices based architecture ### 17. It's a good product yet to mature and evolve **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Cloud Pak for Data?** Openess and completness of the product. Amalgamating open source lead technology **What do you dislike about IBM Cloud Pak for Data?** It's yet on it's early versions, so need to mature **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Pilot deployment and proof on concept. Considering if it can escale. ### 18. Limited experience but impressed **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Cloud Pak for Data?** Ease of use; completeness of the offering **What do you dislike about IBM Cloud Pak for Data?** No support for migration of ETLs to the cloud (for example SSIS) **Recommendations to others considering IBM Cloud Pak for Data:** Very impressive offering. i'll be considering **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Data warehouse for the enterprise ### 19. ICP4D is the future! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Utilities | Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** It's ability to expand to a customer's needs as required **What do you dislike about IBM Cloud Pak for Data?** Complexity. It is still quite complex to install and configure and have it work effectively. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Ability to launch multiple products/dockers/images. ### 20. Flexibility for customization **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** Scalability is the best part for the cloud **What do you dislike about IBM Cloud Pak for Data?** Probably it is quite expensive so sometimes can be a problem to sell **Recommendations to others considering IBM Cloud Pak for Data:** Yes **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Cost optimization is one the advantages & benefits ### 21. Private cloud seems to fit **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Alternative Dispute Resolution | Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Cloud Pak for Data?** I like that private cloud can be used to consolidate data to fullfill regulation guidelines **What do you dislike about IBM Cloud Pak for Data?** i had to dig a little to find out about it **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** consolidating data ### 22. Deploying elements **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Government Administration | Mid-Market (51-1000 emp.) **Reviewed Date:** November 21, 2018 **What do you like best about IBM Cloud Pak for Data?** The interface is very intuitive in terms of handling and using the elements. **What do you dislike about IBM Cloud Pak for Data?** The documentation regarding examples and sequence of operations is poor, so performing relatively complex operations is not easy since it is not possible to find examples of the same. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Problems I have not found. However, I have arranged great options regarding the deployment and availability of various artifacts. ### 23. Best kept secret of the hybrid cloud. **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** February 11, 2019 **What do you like best about IBM Cloud Pak for Data?** A single platform for data capture, modeling, storage, and distribution. **What do you dislike about IBM Cloud Pak for Data?** Marketing, marketing, marketing.... Does the name keep changing? Tell the world about this amazing solution. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Data capture, storage, modeling. ### 24. going to icp **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Cloud Pak for Data?** open source supported by ibm as well as portability, and easy transition from redhat **What do you dislike about IBM Cloud Pak for Data?** steep learning curve, difficult to get all stakeholders aligned **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** ability to access data ### 25. Suggest public cloud as you will be limited to private cloud **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** Gives piece of mind from compliance perspective and great platform as a service for accelerated development. **What do you dislike about IBM Cloud Pak for Data?** missing out features from public cloud. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Health industry acceleration to cloud ### 26. Robust and secure private cloud platform infused with AI **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Government Administration | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Cloud Pak for Data?** Ease of development and deployement, open source support, kubernetes based **What do you dislike about IBM Cloud Pak for Data?** Better community support and support for the technology **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Used cases across citizen governance, telecom ad manufacturing ### 27. ICP security overviez **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Cloud Pak for Data?** Based on kubernetes with intersteting capibilities on top **What do you dislike about IBM Cloud Pak for Data?** Not CIS compliant by default (security) **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** All business. ICP allows a IBM supported solutions to enhance kubernetes ### 28. ICP4D for Cyber Threat Intelligence **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Security and Investigations | Mid-Market (51-1000 emp.) **Reviewed Date:** February 11, 2019 **What do you like best about IBM Cloud Pak for Data?** I like that ICP4D supports tensorflow to use Deep Learning **What do you dislike about IBM Cloud Pak for Data?** I want ICP4D to support GPU along with tensorflow **Recommendations to others considering IBM Cloud Pak for Data:** thank you **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** To analyze cyber threat intelligence ### 29. IBM cloud Private for data **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** We have hosted several servers on obm softlayer . **What do you dislike about IBM Cloud Pak for Data?** The over support has been little slow . **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** The company It runs on Ibm softlayer ### 30. Its fun to use **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Cloud Pak for Data?** I find it to be very very scalable it is **What do you dislike about IBM Cloud Pak for Data?** Challenges accross multiple cloud environments **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** It allows us to be flexible for our customers ### 31. easy to setup **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Leisure, Travel & Tourism | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Cloud Pak for Data?** whai like the best is cost effectiveness **What do you dislike about IBM Cloud Pak for Data?** nothing so far i disliked about so far to mention **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** cloud enablement of applications ### 32. Innovative product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Cloud Pak for Data?** I can run in premises Based on industry standards **What do you dislike about IBM Cloud Pak for Data?** Needs improvements requires manual steps, not fully automated **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Using big data analytics ### 33. Great Product **Rating:** 5.0/5.0 stars **Reviewed by:** Tracey C. | Teacher, Small-Business (50 or fewer emp.) **Reviewed Date:** October 04, 2018 **What do you like best about IBM Cloud Pak for Data?** It is a really easy system to understand and able to have other work on. **What do you dislike about IBM Cloud Pak for Data?** I haven"t used it long enough to fully see anything that would cause a flaw **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Able to store information and files safely ### 34. IBM Cloud for Private Data **Rating:** 3.5/5.0 stars **Reviewed by:** Lacy H. | Public Relatins, Mid-Market (51-1000 emp.) **Reviewed Date:** August 16, 2018 **What do you like best about IBM Cloud Pak for Data?** IBM cloud private data provides one simple interface to share information from. All information is protected in a controlled environment. **What do you dislike about IBM Cloud Pak for Data?** I think IBM Cloud Private for Data is headed in the right direction for AI **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** The software assists in indentifying new sources of revenue, strengthening ability to develop business models ### 35. a very good platform **Rating:** 4.5/5.0 stars **Reviewed by:** Yanchen L. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 16, 2018 **What do you like best about IBM Cloud Pak for Data?** I like that it has very good data storage ability **What do you dislike about IBM Cloud Pak for Data?** the price is a bit too high for the memories **Recommendations to others considering IBM Cloud Pak for Data:** use it if you have enough budget for it **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** to store data and do data analysis ### 36. Data solution **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** August 16, 2018 **What do you like best about IBM Cloud Pak for Data?** Enables for organizations like us medical collect data and analyze and come up with a solution that will be ready to be used for AI applications **What do you dislike about IBM Cloud Pak for Data?** They only give a warranty protection of one year **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Helps you protect huge data, can be used at any enterprises, get insight of industry and capital equipments ### 37. IBM cloud private for data **Rating:** 4.0/5.0 stars **Reviewed by:** Megha B. | Associate Consultant, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** June 15, 2018 **What do you like best about IBM Cloud Pak for Data?** The IBM cloud private for data is very easy to use. It's GUI is very appealing. **What do you dislike about IBM Cloud Pak for Data?** It takes time to understand the complete process. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** I have not solved any such business problems but have seen people using it. ### 38. Great product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.) **Reviewed Date:** September 13, 2018 **What do you like best about IBM Cloud Pak for Data?** Great product. Very technologically advanced and secure. **What do you dislike about IBM Cloud Pak for Data?** Great product. Although I didn’t like that it lagged sometimes **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** This is great for IT managers working remotely ### 39. Great for remote working! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Enterprise (> 1000 emp.) **Reviewed Date:** June 18, 2018 **What do you like best about IBM Cloud Pak for Data?** This makes working remotely with my team so much easier and keeps our data safe in the cloud so I don't have to worry when I open my laptop in some new area when traveling. **What do you dislike about IBM Cloud Pak for Data?** Haven't discovered anything yet.So far so good! **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Works wonders for flexible working locations. Speeds things up and allows for greater monitoring ### 40. Secured and safe and spacious IBM Cloud Private **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Entertainment | Enterprise (> 1000 emp.) **Reviewed Date:** April 23, 2018 **What do you like best about IBM Cloud Pak for Data?** The accessibility and ease of use make it one of its best features. How it can handle significant amount of information. **What do you dislike about IBM Cloud Pak for Data?** The wait is too long and the internal fictions are hard to understand **Recommendations to others considering IBM Cloud Pak for Data:** Very user friendly and a great part of a growing and hard working envivornment. **What problems is IBM Cloud Pak for Data solving and how is that benefiting you?** Saves space and organziation in a secure customer friendly storage. Benefits are helping to keep it organized. - [View IBM Cloud Pak for Data pricing details and edition comparison](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-18+00%3A42%3A04+-0500&secure%5Bsession_id%5D=a12d5f13-db61-4daf-a12f-3a2f8e40c0f3&secure%5Btoken%5D=3bbba37bfbb0e493ac724910a43c859e7b86cd4ee0ff3502a7725324979c5763&format=llm_user) ## IBM Cloud Pak for Data Integrations - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - [IBM watsonx Orchestrate](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) ## IBM Cloud Pak for Data Features **Customization** - Custom VMs - Console Configuration - Operating Systems **Infrastructure Provision** - Public Cloud - Private Cloud - Hybrid Cloud - Bare Metal - High-Performance Computing (HPC) - Virtual Machines (VMs) - Edge Computing - Virtual Networks **System** - Data Ingestion & Wrangling **Data Management** - Data Integration - Data Discovery - Multi - Platform - Metadata **Scalability and Performance - Generative AI Infrastructure** - AI High Availability - AI Model Training Scalability - AI Inference Speed **Statistical Tool** - Scripting - Data Mining - Algorithms **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Data Transformation** - Real-Time Analytics - Data Querying **Infrastructure** - Network Management - Virtual Machines - Security - Maintenance - Scalability **Management** - Pay by Usage - Usage Tracking - Performance Tracking **Model Development** - Feature Engineering **Analytics** - Data Analytics **Cost and Efficiency - Generative AI Infrastructure** - AI Cost per API Call - AI Resource Allocation Flexibility - AI Energy Efficiency **Data Analysis** - Analysis - Data Interaction **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Management** - Cloud Migration - Storage Management - Analytics - Database Management - Logging **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Functionality** - Resource Auto-Scaling **Security** - Compliance - Governance - Data Protection **Integration and Extensibility - Generative AI Infrastructure** - AI Multi-cloud Support - AI Data Pipeline Integration - AI API Support and Flexibility **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Deployment** - Managed Service - Application - Scalability **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake **Generative AI** - AI Text Generation - AI Text Summarization **Security and Compliance - Generative AI Infrastructure** - AI GDPR and Regulatory Compliance - AI Role-based Access Control - AI Data Encryption **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Usability and Support - Generative AI Infrastructure** - AI Documentation Quality - AI Community Activity **Agentic AI - Data Fabric** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top IBM Cloud Pak for Data Alternatives - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,319 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.5/5.0 (706 reviews) - [Cloudera](https://www.g2.com/products/cloudera/reviews) - 4.1/5.0 (131 reviews)