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IBM watsonx.ai

New

IBM's studio for building, tuning and deploying AI models

MLOps PlatformsArmonk, New York (IBM)5,000+ employeesFounded 2023

#37 of 61 in MLOps Platforms

Track this brand Visit websiteCompare alternatives
Visibility score
1.3%
New vs last week
Weekly run · Nov 2

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

  • IBM watsonx.ai ranks #37 of 61 in MLOps Platforms with an AI visibility score of 1.3 (SlateIndex, Nov 2, 2026).
  • IBM watsonx.ai is most visible on Google AI Mode (2.6) and least on ChatGPT (0).
  • AI engines name IBM watsonx.ai in 2 of the 30 MLOps Platforms buyer prompts SlateIndex tracks.
  • modern-datatools.com is the source AI engines cite most in answers about IBM watsonx.ai, with 2 citations.

About

Company details for IBM watsonx.ai

watsonx.ai is IBM's studio for building, training, validating, tuning, and deploying AI models, including traditional machine learning and generative AI. It includes Prompt Lab, AutoAI, a model-monitoring function, and notebook-based and visual workflows. It can be deployed on IBM Cloud, on-premises through IBM Cloud Pak for Data, or in hybrid setups. It ranks #37 of 61 in MLOps Platforms on SlateIndex and has a visibility score of 1.3 in the latest weekly run.

Founded in 2023 and headquartered in Armonk, New York (IBM), the company employs 5,000+ people. Its differentiator: unified stack with watsonx.data and watsonx.governance, which reduces integration friction according to reviewers.

Website
ibm.com
Categories
MLOps Platforms
Company size
5,000+ employees
Headquarters
Armonk, New York (IBM)
Founded
2023
Company type
Division of IBM
Deployment
IBM Cloud, on-premises through IBM Cloud Pak for Data, or hybrid setups
Platforms
IBM Cloud, IBM Cloud Pak for Data, IBM Z, IBM LinuxONE
Compliance
ISO/IEC 27001

Read from crunchbase.com, aiwiki.ai, gartner.com, marketplace.microsoft.com, medium.com, ibm.com · refreshed Nov 2, 2026.

AI visibility

Latest weekly run · Nov 2 · next run Nov 9

Visibility score
1.3%
across MLOps Platforms answers, weighted by position
ChatGPT0%
AI Mode2.6%
Perplexity1.3%
Change
New
vs last week’s run
Category rank
#37 of 61
in MLOps Platforms
Mentions
2
in this week’s run
Share of voice
0.3%
of AI mentions in MLOps Platforms

Visibility score trend

Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.

Now1.3%
30-day change—
High · low1.3% · 1.3%
Rank#37
0%25%50%75%100%Nov 2IBM watsonx.ai 1%

Changes appear after the second weekly run in MLOps Platforms. MLflow leads the category at 50.9%.

AI mentions & citations

Recent answers that name IBM watsonx.ai

All prompts

Which MLOps platform offers a free trial?

IBM watsonx.ai : Part of IBM's wider AI and machine learning studio lifecycle platform, which offers structured options to start a trial.[](https://www.trustradius.com/categories/mlops?free-pricing=true)

Google AI Mode · run of Nov 2

Official website of the top MLOps platform vendors

For a shortlist of major commercial platforms, start with Databricks, Amazon SageMaker, Google Vertex AI, Azure Machine Learning, Dataiku, Domino Data Lab, and IBM watsonx.ai.

Perplexity · run of Nov 2

Products & features

What IBM watsonx.ai sells

watsonx.ai

IBM's studio for building, training, validating, tuning, and deploying traditional ML and generative AI models.

Prompt Lab

Documented watsonx.ai feature for working with generative AI prompts.

AutoAI

Documented watsonx.ai feature for automated model building.

Model monitoring

Documented watsonx.ai function for monitoring deployed models.

Strengths engines cite

  • Named among major commercial AI platforms
  • Offers structured options to start a trial

Target market & buyers

Enterprises

Notable customers include Unilever, NatWest Group.

IndustryPrimary use case
Consumer goodsAnalyzing consumer feedback and social media trends (Unilever, reported)
Financial servicesAnti-money laundering transaction monitoring on a hybrid cloud with watsonx.data and watsonx.ai (NatWest Group, reported)

Funding & recent developments

Funding

Latest known roundTotal raised
——

Recent developments

  1. Jul 2026ProductPredictable Performance tier

    Customers can reserve dedicated capacity for fine-tuned models on watsonx.ai for a fixed monthly fee (secondary report).

  2. Jun 2026Productwatsonx.ai v2.4 published

    Published with a bundle with Red Hat AI Enterprise and IBM Z/LinuxONE availability.

  3. Feb 2026ProductNew watsonx.ai version with IBM Software Hub 5.3.1

    A new watsonx.ai version shipped with IBM Software Hub 5.3.1.

  4. Jun 2025Companywatsonx AI Labs announced and Seek AI acquisition

    IBM announced watsonx AI Labs in New York City and an acquisition of Seek AI's expertise and technology license.

Competitive landscape

How IBM watsonx.ai compares with its top three alternatives

All alternatives

IBM watsonx.ai most often appears alongside MLflow, Weights & Biases, BentoML in AI answers.

vsIBM watsonx.ai vs MLflow1.3% vs 50.9% visibility · MLflow leadsFull comparison vsIBM watsonx.ai vs Weights & Biases1.3% vs 29.7% visibility · Weights & Biases leadsFull comparison vsIBM watsonx.ai vs BentoML1.3% vs 5.4% visibility · BentoML leadsFull comparison
BrandVisibilityShare of voicevs last weekStarting price
IBM watsonx.ai1.3%0.3%NewPricing not available
MLflow50.9%9.7%NewPricing not available
Weights & Biases29.7%7%NewPricing not available
BentoML5.4%2%NewPricing not available
Databricks46.2%7.6%NewPricing not available

Cite as: SlateIndex, “IBM watsonx.ai AI visibility profile”, https://slateindex.ai/brand/ibm-watsonx-ai, data of Nov 2, 2026. Licence: CC BY 4.0.