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Reviews from AWS customer

2 AWS reviews

External reviews

161 reviews
from and

External reviews are not included in the AWS star rating for the product.


4-star reviews ( Show all reviews )

    K S.

Scalable Analytics Platform with Smooth AI Integration

  • February 17, 2026
  • Review provided by G2

What do you like best about the product?
I like IBM watsonx.data for its scalability, which lets me manage growing datasets without needing to redesign my systems. Its high analytics performance speeds up the process of gaining insights, and the smooth AI/ML integration makes building and running models on the same dataset much simpler. I also appreciate the support for open data formats, as it helps avoid vendor lock-in, while keeping storage and processing costs efficient.
What do you dislike about the product?
Some things that could be improved in IBM watsonx.data are better documentation for advanced use cases, simpler initial setup and configuration, and more out-of-the-box integrations with third-party tools to reduce onboarding time. Improvements could be made in UI simplicity, faster onboarding tutorials, clearer cost visibility, and more real-world sample use cases to help teams adopt and use the platform more effectively. The initial setup was moderately challenging — it required careful configuration of cloud resources and permissions.
What problems is the product solving and how is that benefiting you?
I use IBM watsonx.data for centralized data storage and analytics. It solves problems like handling large-scale data efficiently, reducing data silos, improving query performance, and supports AI/ML workloads with scalable and cost-efficient data access.


    Faizan N.

Enterprise-Ready Data Platform with Flexible Hybrid Support and Built-In Governance

  • February 17, 2026
  • Review provided by G2

What do you like best about the product?
like how IBM watsonx.data feels built for real world enterprise needs. It’s flexible enough to run across hybrid environments, supports open formats, and doesn’t lock you into one engine. What really stands out is the built in governance and AI readiness, which makes managing and using data at scale feel much more practical and streamlined
What do you dislike about the product?
watsonx.data can be a little complex to get started with
What problems is the product solving and how is that benefiting you?
What I like about IBM watsonx.data is that it tackles the messy reality of scattered, siloed data and makes it easier to bring everything together in one place. It also reduces the fear of vendor lock-in. For me, that means spending less time dealing with infrastructure headaches and more time actually getting useful insights from the data


    Bala C.

Hybrid Data Solution with Room for Improvement

  • February 17, 2026
  • Review provided by G2

What do you like best about the product?
I like IBM watsonx.data's ability to unify data across hybrid environments while controlling costs and supporting both structured and unstructured data for AI. Its open architecture and strong integration capabilities provide flexibility and prevent vendor lock-in, making it easier to turn diverse data into actionable insights. These capabilities allow us to centralize fragmented data across environments, reduce infrastructure costs, and efficiently power AI models with diverse datasets for faster and more informed decision making.
What do you dislike about the product?
Some areas for improvement include simplifying initial setup and configuration, enhancing performance tuning guidance, and providing more intuitive management and monitoring tools. Improve documentation, simplify deployment, enhance performance, and strengthen governance tools.
What problems is the product solving and how is that benefiting you?
I use IBM watsonx.data to overcome data silos and high storage costs, unifying data from various environments. It supports AI by leveraging both structured and unstructured data, centralizing fragmented data for informed decision-making while controlling infrastructure costs.


    Tanmay M.

Powerful Data Analytics and Visualization Tool

  • February 17, 2026
  • Review provided by G2

What do you like best about the product?
It is very useful for data analytics and visualization.
What do you dislike about the product?
It is taking time when updating data in the system.
What problems is the product solving and how is that benefiting you?
It is solving data processing and data management.


    amir a.

Cost-Effective and Flexible, Needs UI/UX Improvements

  • February 16, 2026
  • Review provided by G2

What do you like best about the product?
I like using IBM watsonx.data because it is cost-effective and flexible for working in a hybrid cloud environment. It makes it easy for me to restructure my data and organize unstructured data, which helps me understand the correct picture of the business. Additionally, setting up IBM watsonx.data was quite easy.
What do you dislike about the product?
Sometimes performance and also UI/UX need to be improved.
What problems is the product solving and how is that benefiting you?
I use IBM watsonx.data to organize unstructured data, helping me understand the correct picture of business.


    Christine G.

Effective Workloads Optimization and Nice Real-Time Data Analytics Platform.

  • December 03, 2025
  • Review provided by G2

What do you like best about the product?
This system simplifies data accessibility and data storage and the ability to migrate multiple IT projects data its excellent and easy optimize workloads.
Effective data management solution via Hybrid Cloud infrastructure and easy secure business data using this IBM platform and the real time data analytics generation this product is the master.
What do you dislike about the product?
Useful and very friendly system to get used to and its implementation process is quite simple, and no serious training needed during the initial point.
What problems is the product solving and how is that benefiting you?
Helpful on Cloud data secure storage and easy to access all the required business data and even to integrate across other platforms is amazing and excellent solution metadata easy management and creating clean and reliable real time data reports and analytics through this IBM tool is effective.


    Simon R.

IBM watson.data is a Reliable Data Integration and Secure Hybrid Cloud Management System.

  • November 27, 2025
  • Review provided by G2

What do you like best about the product?
IBM watsonx.data is an effective multiple projects data access across Hybrid Cloud and very secure data storage platform management platform and even its workload balancing capability is incredible and very reliable big data integration system.
What do you dislike about the product?
This IBM system is very powerful and very friendly platform with simple implementation and easy to configure the functionalities.
What problems is the product solving and how is that benefiting you?
IBM watsonx.data allows easy data accessibility, secure storage for the various IT projects and very useful data integration tool and the real time data analytics creation through the platform is excellent.


    SWAPNIL S.

A Unified, Scalable Data Lakehouse

  • November 25, 2025
  • Review provided by G2

What do you like best about the product?
IBM Watsonx.data makes it easy to manage structured and unstructured data in one place. I really like the open lakehouse architecture - it gives us flexibility to store data in different formats while still enabling fast analytics.
The built in governance, metadata management and seamless integration
with open-source engines like Presto and Spark have significantly improved our query performance.
What do you dislike about the product?
The inititial setup required some learning, especially for configuring connectors and access policies.
Also the pricing can be a bit confusing if you are not familiar with IBM's consumption model
What problems is the product solving and how is that benefiting you?
It helped us centralize our data, eliminate data silos, and dramatically improve query performance.
Reporting has become faster, governance is more consistent, and overall decision-making has improved.
Cost optimization through workload separation has also been a major benefit.


    Information Technology and Services

Reliable Tool for Handling Large and Mixed Data

  • November 23, 2025
  • Review provided by G2

What do you like best about the product?
What I like most about IBM watsonx.data is that it brings different types of data into one place in a clean and organized way. The interface is simple to understand, so it didn’t take me long to get comfortable using it. It also handles larger datasets quite well, which is useful when working on analytics or reporting tasks.
I also appreciate that it comes with helpful features around governance and access control. Setting up permissions is easy, and it feels well integrated with other IBM tools, so I don’t have to jump between platforms. Overall, it makes daily data work smoother.
What do you dislike about the product?
The main thing I don’t like is that the initial setup takes some time, especially for someone not familiar with IBM’s overall environment. A few parts need multiple configuration steps, and I had to go through the documentation several times to understand how certain features worked.
Customer support is helpful, but sometimes the documentation could be clearer, which would reduce the need to contact support in the first place. Once everything is set up, though, the system works steadily without much trouble.
What problems is the product solving and how is that benefiting you?
IBM watsonx.data helps me organize different types of data in one central place, which makes daily data work much easier. Before this, data was spread across different systems and it was time-consuming to manage access and keep everything consistent.
With watsonx.data, I can quickly process large datasets and run analytics without waiting too long. The built-in governance tools also help control who can access what, so data stays secure and well managed. Overall, it saves time, reduces manual work, and makes it easier to use data for reporting and analysis.


    Goutam T.

Flexible Platform with Powerful Integration and Hybrid Architecture

  • November 23, 2025
  • Review provided by G2

What do you like best about the product?
I appreciate this platform for its hybrid and open architecture, as well as its support for multiple engines. I also like that it integrates with tools such as IBM Knowledge Catalog.
What do you dislike about the product?
My main issues are the high rates and the complexity involved in learning how to use it.
What problems is the product solving and how is that benefiting you?
I am abel to access my data from one place and it's AI ready as it simplifies finding and organizing the data.