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IBM watsonx.ai Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the easy-to-use interface of IBM watsonx.ai, enabling straightforward parameter definition and workflow creation. (50 mentions)
Users value the model variety in IBM watsonx.ai, appreciating its flexibility and ease of use for customization. (20 mentions)
Users appreciate the user-friendly interface of IBM watsonx.ai, making it easy to build and customize AI models. (16 mentions)
Users find IBM watsonx.ai intuitive, making it easy to explore features and achieve quick, relevant results. (16 mentions)
Users appreciate the diversity of use cases with IBM watsonx.ai, enjoying its ease of use and robust security features. (15 mentions)
Users praise the user-friendly interface of IBM watsonx.ai, enhancing the overall experience and functionality. (15 mentions)
Users value the seamless AI integration of IBM watsonx.ai, enabling efficient analysis and model building in one platform. (14 mentions)
Users value the seamless integration capabilities of IBM Watsonx.ai, enhancing functionality across various applications. (12 mentions)
Users feel that the overall experience requires improvement, particularly in onboarding and transparency of pricing. (17 mentions)
Users find IBM watsonx.ai to be expensive, especially for smaller businesses and due to high usage costs. (13 mentions)
Users find the user experience lacking and suggest improvements for a simpler, more creative interface. (12 mentions)
Users find the difficult learning curve of IBM watsonx.ai can be overwhelming and complex for less experienced individuals. (10 mentions)
Users find the complexity of IBM watsonx.ai challenging, especially regarding setup and overwhelming documentation. (9 mentions)
Users find performance issues with IBM watsonx.ai, noting it could benefit from improved overall functionality and reliability. (8 mentions)
Users highlight the poor customer support of Watsonx.ai, expressing frustrations with assistance and response times. (5 mentions)

Top Pros or Advantages of IBM watsonx.ai

1. Ease of Use
Users appreciate the easy-to-use interface of IBM watsonx.ai, enabling straightforward parameter definition and workflow creation.
See 50 mentions

See Related User Reviews

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you like about IBM watsonx.ai?

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,

Fernando R.
FR

Fernando R.

Small-Business (50 or fewer emp.)

5.0/5

"Watsonx.ai for Generative AI and Forecast Marketing models"

What do you like about IBM watsonx.ai?

The easy interface to define the parameters for generative AI. Also, the straightforward process to create Workflow and test if the data is good enoug

2. Model Variety
Users value the model variety in IBM watsonx.ai, appreciating its flexibility and ease of use for customization.
See 20 mentions

See Related User Reviews

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you like about IBM watsonx.ai?

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,

Rohit Kumar G.
RG

Rohit Kumar G.

Mid-Market (51-1000 emp.)

4.5/5

"Smooth and user friendly"

What do you like about IBM watsonx.ai?

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 mod

3. Features
Users appreciate the user-friendly interface of IBM watsonx.ai, making it easy to build and customize AI models.
See 16 mentions

See Related User Reviews

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you like about IBM watsonx.ai?

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,

Rohit Kumar G.
RG

Rohit Kumar G.

Mid-Market (51-1000 emp.)

4.5/5

"Smooth and user friendly"

What do you like about IBM watsonx.ai?

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 mod

4. Intuitive
Users find IBM watsonx.ai intuitive, making it easy to explore features and achieve quick, relevant results.
See 16 mentions

See Related User Reviews

Rohit Kumar G.
RG

Rohit Kumar G.

Mid-Market (51-1000 emp.)

4.5/5

"Smooth and user friendly"

What do you like about IBM watsonx.ai?

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 mod

Jaya Abhinav K.
JK

Jaya Abhinav K.

Enterprise (> 1000 emp.)

4.0/5

"Good Product, needs more refinement"

What do you like about IBM watsonx.ai?

It's simple, intuitive and engaging to explore the website and it's features for our needs.

5. AI Development
Users appreciate the diversity of use cases with IBM watsonx.ai, enjoying its ease of use and robust security features.
See 15 mentions

See Related User Reviews

Dhruv S.
DS

Dhruv S.

Small-Business (50 or fewer emp.)

5.0/5

"A Versatile tool for building AI models"

What do you like about IBM watsonx.ai?

Prompt lab and tuning studio make it easy to fine tune models

JS

Jatin S.

Enterprise (> 1000 emp.)

4.5/5

"Easy to train and Deploy ML models"

What do you like about IBM watsonx.ai?

The diversity of usecases that can be performed with IBM watsonx.ai and the ease of use. Any model can be trained and deployed easily. The recent GenA

6. User Interface
Users praise the user-friendly interface of IBM watsonx.ai, enhancing the overall experience and functionality.
See 15 mentions

See Related User Reviews

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you like about IBM watsonx.ai?

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,

Fernando R.
FR

Fernando R.

Small-Business (50 or fewer emp.)

5.0/5

"Watsonx.ai for Generative AI and Forecast Marketing models"

What do you like about IBM watsonx.ai?

The easy interface to define the parameters for generative AI. Also, the straightforward process to create Workflow and test if the data is good enoug

7. AI Integration
Users value the seamless AI integration of IBM watsonx.ai, enabling efficient analysis and model building in one platform.
See 14 mentions

See Related User Reviews

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you like about IBM watsonx.ai?

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,

JS

Jatin S.

Enterprise (> 1000 emp.)

4.5/5

"Easy to train and Deploy ML models"

What do you like about IBM watsonx.ai?

The diversity of usecases that can be performed with IBM watsonx.ai and the ease of use. Any model can be trained and deployed easily. The recent GenA

8. Integrations
Users value the seamless integration capabilities of IBM Watsonx.ai, enhancing functionality across various applications.
See 12 mentions

See Related User Reviews

Verified User
I

Verified User

Small-Business (50 or fewer emp.)

4.0/5

"Easy implementation in existing products"

What do you like about IBM watsonx.ai?

We integrated watsonx.ai together with the Build lab team into one of our own applications. The implementation itself took less than a day and we rece

Alexus H.
AH

Alexus H.

Mid-Market (51-1000 emp.)

4.0/5

"Overall good product! Handy integration!"

What do you like about IBM watsonx.ai?

What I like the most about IBM Watsonx.ai is that it's user friendly, by allowing easy integration to apps such as Facebook. In addition, IBM offers a

Top Cons or Disadvantages of IBM watsonx.ai

1. Improvement Needed
Users feel that the overall experience requires improvement, particularly in onboarding and transparency of pricing.
See 17 mentions

See Related User Reviews

AA

Archana A.

Mid-Market (51-1000 emp.)

5.0/5

"Great Experience with Watsonic.ai"

What do you dislike about IBM watsonx.ai?

Whole all user expereience can be improved

AC

anu c.

Mid-Market (51-1000 emp.)

5.0/5

"Great Experience with Watsonic"

What do you dislike about IBM watsonx.ai?

The overall experinece of the solution could be imprved

2. Expensive
Users find IBM watsonx.ai to be expensive, especially for smaller businesses and due to high usage costs.
See 13 mentions

See Related User Reviews

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you dislike about IBM watsonx.ai?

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 transpar

Verified User
U

Verified User

Small-Business (50 or fewer emp.)

5.0/5

"Best data analysis tool"

What do you dislike about IBM watsonx.ai?

It's cost is bit high if we don't keep track of our resource useage.

3. UX Improvement
Users find the user experience lacking and suggest improvements for a simpler, more creative interface.
See 12 mentions

See Related User Reviews

AA

Archana A.

Mid-Market (51-1000 emp.)

5.0/5

"Great Experience with Watsonic.ai"

What do you dislike about IBM watsonx.ai?

Whole all user expereience can be improved

Radheesh R.
RR

Radheesh R.

Mid-Market (51-1000 emp.)

4.5/5

"Will IBM can give a tough competition to other ..?"

What do you dislike about IBM watsonx.ai?

1. What I feel a little dislike about is the registration process, it takes too much time compared to others. If it can reduce or make it simple, it c

4. Difficult Learning
Users find the difficult learning curve of IBM watsonx.ai can be overwhelming and complex for less experienced individuals.
See 10 mentions

See Related User Reviews

Sandeep J.
SJ

Sandeep J.

Mid-Market (51-1000 emp.)

5.0/5

"Best tool for creating AI models"

What do you dislike about IBM watsonx.ai?

Not much reliable for handling complex undocumented tasks

SS

Siva S.

Small-Business (50 or fewer emp.)

3.5/5

"IBM Watsonx.ai: A Powerful AI Platform for Businesses of All Sizes"

What do you dislike about IBM watsonx.ai?

I personally felt like it is really expensive and only large business organizations will make use it, it is diffucult to troubleshoot if problem arise

5. Complexity
Users find the complexity of IBM watsonx.ai challenging, especially regarding setup and overwhelming documentation.
See 9 mentions

See Related User Reviews

Rohit Kumar G.
RG

Rohit Kumar G.

Mid-Market (51-1000 emp.)

4.5/5

"Smooth and user friendly"

What do you dislike about IBM watsonx.ai?

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 i

Verified User
A

Verified User

Mid-Market (51-1000 emp.)

3.0/5

"Evaluating watsonx.ai: Strengths, Weaknesses, and Opportunities"

What do you dislike about IBM watsonx.ai?

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 transpar

6. Performance Issues
Users find performance issues with IBM watsonx.ai, noting it could benefit from improved overall functionality and reliability.
See 8 mentions

See Related User Reviews

Sandeep J.
SJ

Sandeep J.

Mid-Market (51-1000 emp.)

5.0/5

"Best tool for creating AI models"

What do you dislike about IBM watsonx.ai?

Not much reliable for handling complex undocumented tasks

Pradeep P.
PP

Pradeep P.

Mid-Market (51-1000 emp.)

4.5/5

"IBM WATSONX.AI Review after using for 2 years"

What do you dislike about IBM watsonx.ai?

Setup and configuration is complex specially for the user who is not having understanding of AI Development. It's performance heavily relies quality

7. Poor Customer Support
Users highlight the poor customer support of Watsonx.ai, expressing frustrations with assistance and response times.
See 5 mentions

See Related User Reviews

Shivani K.
SK

Shivani K.

Mid-Market (51-1000 emp.)

5.0/5

"Amazing feature of voiceover and machine learning"

What do you dislike about IBM watsonx.ai?

I thought customer support experience would be improved

Ruchika S.
RS

Ruchika S.

Mid-Market (51-1000 emp.)

4.5/5

"Great experience with watsonx.ai"

What do you dislike about IBM watsonx.ai?

Nothing much but support services can be improved.

IBM watsonx.ai Reviews (121)

Reviews

IBM watsonx.ai Reviews (121)

4.4
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MV
Senior Technical Consultant
Information Technology and Services
Enterprise (> 1000 emp.)
"Watsonx.ai: Where AI Meets Accountability"
What do you like best about IBM watsonx.ai?

What I appreciate most about IBM watsonx.ai is its user-friendly AI studio. I was able to create a chatbot for internal support by leveraging pre-trained models, which made the process much more efficient. This approach saved me a significant amount of time, required minimal coding, and integrated smoothly with our existing systems. As a result, our helpdesk now responds more quickly, leading to greater employee satisfaction. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

One aspect I find challenging about IBM watsonx.ai is the steep learning curve involved in deploying custom models. When I attempted to set up a tailored NLP model for tagging internal documents, the process turned out to be more complex and required more configuration than I had anticipated. This complexity ended up delaying our timeline and meant we needed additional assistance from IBM’s support team. Review collected by and hosted on G2.com.

Denitsa D.
DD
Artificial Intelligence Developer
Mid-Market (51-1000 emp.)
"Creating an AI Agent"
What do you like best about IBM watsonx.ai?

IBM watsonx.ai is an easy-to-use platform for building AI and machine learning models. What I like most about it is how it brings everything together in one place — from training models to testing and deploying them. It supports both traditional machine learning and modern AI models like large language models, so you can work on a wide range of projects. You can use IBM’s models or bring your own, which gives you a lot of flexibility. The interface is clean and well-organized, so it’s easy to get started even if you’re not a technical expert. It also connects well with other IBM tools like watsonx.data and watsonx.governance, which makes managing data and keeping your AI projects compliant a lot simpler. The customer support is incredibly efficient and I feel like I can rely on it, because it is fast. My goal is to create an AI Agent with it, which uses RAG and other tools and it was very easy to understand how the tools work. Overall, I really appreciate how watsonx.ai helps streamline the whole AI development process without feeling too complex or overwhelming. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

Sometimes, the platform can feel a bit slow, especially when handling large datasets or switching between tools. The user interface, although clean, can be a little overwhelming at first because there are so many options and settings to learn. Review collected by and hosted on G2.com.

Piyush T.
PT
AI Engineer
Computer Software
Enterprise (> 1000 emp.)
"A Comprehensive and Reliable AI Platform"
What do you like best about IBM watsonx.ai?

I’m really impressed by Watsonx.ai—especially its multi-cloud deployment feature, which makes it easy to use across different cloud platforms. It’s user-friendly, reliable, and the customer support is great. It’s also a transparent and trustworthy AI platform, ideal for businesses. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

So far, everything on the platform has met our expectations. Since it offers many features, we're still exploring and learning with the help of the support team to fully master it. Review collected by and hosted on G2.com.

Umesh K.
UK
Associate Product Consultant
Enterprise (> 1000 emp.)
"AI in Finance using IBMwatsonx.ai"
What do you like best about IBM watsonx.ai?

Ease of Integration is the best thing i found in this.

I found watsonx.ai relatively straightforward to integrate with existing data pipelines. It supports a variety of data sources, including structured financial data, which made onboarding less painful than expected. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

While the platform offers powerful tools, it expects a certain level of familiarity with data science workflows and model development. This made it difficult for finance professionals to use it independently without leaning heavily on data or tech teams. Review collected by and hosted on G2.com.

Dream F.
DF
Head of Business Process Automation and Enablement
Small-Business (50 or fewer emp.)
"Scaling and Collaborating with Watsonx"
What do you like best about IBM watsonx.ai?

The product has supported my organization as an IBM Partner scaling and being introduced to organizations to discuss AI Adoption. Our team at CrossRoads IT Group are ALL IN with Watsonx. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

I cannot say I dislike anything about the product. We would like additional demos and use cases to really get the customer to engage for a better experienc.e Review collected by and hosted on G2.com.

PRANWANT .
P
Engineer
Small-Business (50 or fewer emp.)
"Powerful and Scalable AI Platform for Modern Enterprises"
What do you like best about IBM watsonx.ai?

What I like best about IBM watsonx.ai is that it makes it easy to create and use smart AI tools that can grow with your business. It also helps make sure the AI is fair and trustworthy. Plus, it works well with IBM’s cloud, so everything runs smoothly. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

What I don’t like about IBM watsonx.ai is that it can be hard to learn and use if you’re new to AI. Some parts need more technical skills to understand. Review collected by and hosted on G2.com.

RP
Mid-Market (51-1000 emp.)
"IBM Watsonx AI Is a Very Capable AI Platform"
What do you like best about IBM watsonx.ai?

Watson AI is a comprehensive AI platform that helps drive our business use cases by being able to integrate its features with my companies products. The AI functionality has been incorporated into the products we already have which has given us a greater scope of possibility of what we can accomplish Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

Training did take a while to utilize the full functionality of the platform because there is so much it is capable of Review collected by and hosted on G2.com.

Verified User in Government Relations
IG
Small-Business (50 or fewer emp.)
"Easy implementation in existing products"
What do you like best about IBM watsonx.ai?

We integrated watsonx.ai together with the Build lab team into one of our own applications. The implementation itself took less than a day and we received a full manual on how to do it again ourselves later. Our customers are also very happy with this integration we now provide as it easily matches on the services we already deliver. As it was built with the build lab, we received a lot of support and know who to contact for future developments. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

It is a big product and cannot be easily used outside of an IBM container. Our main focus is on prem work so this is usually our struggle point. Review collected by and hosted on G2.com.

Swapnil G.
SG
Financial Data Analyst
Enterprise (> 1000 emp.)
"Seamless Work. Effortless Deployment. Total Freedom."
What do you like best about IBM watsonx.ai?

it empowers teams to build and scale AI with confidence. Its combination of open-source flexibility, enterprise-grade governance, and built-in foundation models makes it incredibly powerful for real-world AI development. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

While IBM watsonx.ai offers a strong platform for building and scaling AI, there are a few areas that could be improved. The learning curve can be steep for new users unfamiliar with IBM’s ecosystem, and some documentation could be more detailed, especially when it comes to advanced integrations or model fine-tuning workflows. Review collected by and hosted on G2.com.

HP
Senior Engineer
Mid-Market (51-1000 emp.)
"Low Code Friendly!"
What do you like best about IBM watsonx.ai?

As a low-code developer, I found it incredibly refreshing to be able to simply plug and play to build my own AI agent. The user interface was very intuitive, making the process smooth and accessible. Additionally, the training videos were so clear and helpful that even someone with beginner-level skills could create an agent with real impact. Review collected by and hosted on G2.com.

What do you dislike about IBM watsonx.ai?

I have nothing negative to say about this. Review collected by and hosted on G2.com.

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