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Reviews from AWS customer

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


    Shubham B.

Good range of foundation and baseline models,UI can be a bit more seamless and less cluttered

  • July 14, 2025
  • Review provided by G2

What do you like best about the product?
Number of models available
Easy to use In general(slightly cluttered at times but usable)
Deploying is simple
College students can also use it
What do you dislike about the product?
Please avoid too many things on screen at once,maybe have toggle menu options in place.
What problems is the product solving and how is that benefiting you?
Deploying agents for ticket categorisation with ease.


    Long Hoa C.

A beautiful platform for data methodology

  • July 11, 2025
  • Review provided by G2

What do you like best about the product?
It’s elegant look of a Jupyter notebook that can integrates data extraction and analysis all together with data machine learning

It’s using the cloud service hence very powerful in processing and flexible in the usage and scalable
What do you dislike about the product?
The cost and the accounts can be crashed due to authorisation
What problems is the product solving and how is that benefiting you?
A unique built in API with many other tools like R python and the list of resources offer endless potentials and the data will be beautiful presented to show case the diamond insights


    Rizwan A.

Amazing tool for building AI application

  • June 05, 2025
  • Review provided by G2

What do you like best about the product?
It collaborates with various generative AI tools and can be deployed on hybrid environment
What do you dislike about the product?
I haven't seen any dislike feature of IBM watsonx.ai
What problems is the product solving and how is that benefiting you?
It provide an intuitive interface for building Generartive AI application


    Kevin A.

Promising...

  • May 29, 2025
  • Review provided by G2

What do you like best about the product?
The user interface is definitely one of the key strengths of watsonx.ai. They've managed to create a complete suite of AI tools within a platform that's powerful yet not confusing to use.
What do you dislike about the product?
Definitely pricing… and unfortunately there's not a “free trial” option…
What problems is the product solving and how is that benefiting you?
The comprehensive toolset it offers for EDA, data processing, and preparation is impressive, and the way it simplifies these tasks, sometimes making them just one click away, is truly remarkable.


    Rohit Kumar G.

Smooth and user friendly

  • May 13, 2025
  • Review provided by G2

What do you like best about the product?
What I liked best was how easy it was to get started,no complicated setup, and the interface felt really intuitive even for someone new. Plus, the models actually gave useful, relevant responses without much tweaking.
What do you dislike about the product?
I found the documentation a bit overwhelming at first. It took some digging to figure out which tools or models were best for my use case. Also, the interface could feel a little lagging at times.
What problems is the product solving and how is that benefiting you?
IBM watsonx.ai is solving the problem of streamlining the end-to-end machine learning workflow—from data prep to model deployment—all in one platform. For me as a data scientist, that means I spend less time jumping between tools and more time actually building and refining models. It also helps by making powerful foundation models more accessible, so I can apply advanced AI without needing to train everything from scratch.


    Md M.

Reliable AI platform with strong enterprise capabilities

  • April 28, 2025
  • Review provided by G2

What do you like best about the product?
IBM watsonx.ai stands out for its ability to streamline model development and deployment at scale. As a developer, I appreciate how it blends flexibility with structure, offering a wide range of model types from classical ML to large language models. The UI is clean, and the integration with existing cloud and security frameworks is straightforward, which helps in speeding up experimentation cycles without compromising governance.
What do you dislike about the product?
While the platform is powerful, it can feel overwhelming at first, especially when setting up more customized workflows. Additionally, pricing could be more transparent for users who are still exploring options before committing at an enterprise level. Improved onboarding tutorials for developers new to IBM's ecosystem would be a welcome addition.
What problems is the product solving and how is that benefiting you?
IBM watsonx.ai helps tackle the challenge of scaling AI models securely and efficiently in an enterprise environment. For me, it solves two major pain points: the difficulty of managing multiple models across projects and the need for better visibility into model performance over time. By centralizing development, deployment, and monitoring in one platform, it saves significant effort that would otherwise go into stitching different tools together. It also benefits my workflow by making model governance and compliance easier to manage without slowing down innovation.


    Gaurav D.

Futuristic AI Generative- Multi In One

  • April 28, 2025
  • Review provided by G2

What do you like best about the product?
Watsonx.ai by IBM is very useful in terms of of various industrial processes.
I would like to review and recommend to use this tool for betterment of organisations.
What do you dislike about the product?
N/A - everyone has a chance to enhance themselves.
What problems is the product solving and how is that benefiting you?
It provides me a better way of thinking about a solution to Analytics


    Computer & Network Security

Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities

  • April 28, 2025
  • Review provided by G2

What do you like best about the product?
I like that IBM watsonx.ai makes it easy to build and customize AI models while keeping everything secure and organized. It’s flexible, user-friendly, and built for real business needs.
What do you dislike about the product?
Sometimes it feels a bit complex to set up for first-time users, and the pricing can get high if you scale quickly. A bit more simplicity and transparency would help.
What problems is the product solving and how is that benefiting you?
IBM watsonx.ai helps solve the challenge of building, training, and deploying AI models securely and efficiently. It saves time, reduces complexity, and makes it easier to apply AI to real business problems without worrying about data risks.


    Consulting

Powerful AI Platform with Impressive Flexibility

  • April 27, 2025
  • Review provided by G2

What do you like best about the product?
IBM watsonx.ai offers a smooth and scalable experience for building, deploying, and managing AI models.
What do you dislike about the product?
I like how watsonx.ai provides an easy-to-use interface combined with robust tools for model training, fine-tuning, and deployment. Its integration capabilities and pre-trained foundation models save a lot of development time.
What problems is the product solving and how is that benefiting you?
IBM watsonx.ai is solving the problem of lengthy and complex AI model development by offering pre-trained models and easy customization. It reduces time-to-market for AI solutions and ensures greater model accuracy and governance, which directly improves business efficiency and innovation.


    Vinicius R.

GREAT LEARNING EXPERIENCE IN THE LAB

  • March 31, 2025
  • Review provided by G2

What do you like best about the product?
the use of various different LLM models
What do you dislike about the product?
I had some experiences with service outages
What problems is the product solving and how is that benefiting you?
I developed a Shoe Sales Agent