AI by IBM watsonx™

Get started with pre-built AI applications powered by watsonx™

Easily build custom AI applications for your business, manage all data sources, and accelerate responsible AI workflows—all on one platform.


Open, targeted, trusted and empowering.

IBM® watsonx™ AI and data platform includes three core components and a set of AI assistants designed to help you scale and accelerate the impact of AI with trusted data across your business. Enterprises are turning to watsonx because it is:

  • Open: Based on open technologies that provide a variety of models to cover enterprise use cases and compliance requirements.
  • Targeted: Targeted to specific enterprise domains like HR, customer service or IT operations to unlock new value.
  • Trusted: Designed with principles of transparency, responsibility and governance so you can manage legal, regulatory, ethical and accuracy concerns.
  • Empowering: Go beyond being an AI user and become an AI value creator, owning the value your models create.



Explore what you can do with watsonx™ to deploy and embed AI across your business. 

Boost employee productivity with RAG

Build a Q&A resource from your company’s proprietary data to share organizational insights. Combine the generative AI (gen AI) capabilities of with retrieval generation (RAG) to analyze data and curate insights, leveraging the data store capabilities of



Create content

Create content quickly with generative AIHarness the AI studio to build models to generate various content types such as ideas for marketing and sales campaigns, emails, blogs, social media posts, automated reports, scripts and more. And with watsonx.governance, monitor your models for accuracy, drift and bias.



Get chatbots up and running quickly

Deploy chatbots for your business quickly with IBM watsonx Assistant™, a conversational AI application powered by large language models (LLMs). Take advantage of its intuitive user interface to create AI-powered voice agents and chatbots. Deliver automated self-service support across channels and touchpoints, enabling seamless integration with the tools that power your business.



Enable developers to code efficiently

Enhance developer productivity with AI-recommended code based on natural language inputs or existing source code. With IBM watsonx Code Assistant™, you can help reduce coding complexity to enable development teams to focus on driving value for the business.



Reinvent customer experiences with your data

Use your business data to create enhanced customer experiences. Build, train, tune and deploy your own models on and integrate them into your existing chatbots to help deliver contextual responses. With the IBM watsonx.governance™ toolkit for AI governance, you can consistently monitor your models for accuracy, drift and bias.



Unlock insights and uncover trends hidden in your data

Use the AI studio to build AI models to analyze vast data sets and extract valuable insights from documents, customer interactions and security incidents stored on the data store or anywhere else. Tap into the generative AI capabilities of models built on to help uncover patterns and anomalies—so you can make precise forecasting and predictions tailored to your needs.



Build, scale and govern your custom AI solutions.

The watsonx platform has three components, allowing you to customize your AI solution.™

Train, validate, tune and deploy foundation and machine learning models with ease. offers:

  • Multi-model variety and flexibility: Choose from IBM-developed, open-source and third-party models, or bring your own model.
  • Differentiated client protection: IBM stands behind IBM-developed models and indemnifies the client against third-party IP claims.
  • End-to-end AI governance: Enterprises can scale and accelerate the impact of AI with trusted data across the business, using data wherever it resides.
  • Hybrid, multi-cloud deployments: IBM provides the flexibility to integrate and deploy your AI workloads into your hybrid-cloud stack of choice.™

Scale analytics and AI workloads for all your data, anywhere with a data store that is open, hybrid and governed.

IBM®™ data enables you to scale analytics and AI with all your data, wherever it resides, through:

  • Open formats to access all your data through a single point of entry and share a single copy of data across your organization and workloads, without needing to migrate or recatalog, reducing ETL and data duplication.
  • Integrated vectorized embedding capabilities to prepare your data for Retrieval Augment Generation (RAG) or other machine learning and generative AI (gen AI) use cases.
  • Gen AI-powered conversational interface to easily find, augment and visualize data and unlock new data insights—no SQL required (in tech preview).
  • Integration with existing databases, tools and modern data stacks.
  • Hybrid deployment options as fully managed SaaS on IBM Cloud® and AWS or self-managed containerized software on premises.



IBM® watsonx.governance™ was built to direct, manage and monitor the artificial intelligence (AI) activities of your organization by using IBM watsonx™, one integrated platform, which can be deployed on cloud or on-premises.

  • Govern generative AI (gen AI) and machine learning (ML) models from any vendor including IBM®™, Amazon Sagemaker and Bedrock, Google Vertex and Microsoft Azure.
  • Evaluate and monitor for model health, accuracy, drift, bias and gen AI quality.
  • Access powerful governance, risk and compliance capabilities featuring workflows with approvals, customizable dashboards, risk scorecards and reports.
  • Use factsheet capabilities to collect and document model metadata automatically across the AI model lifecycle.



Unlock productivity with the AI assistants

AI assistants are applications powered by watsonx. Deploy them to automate workflows and implement AI across a variety of business and technical functions such as customer service, HR and code development.

watsonx Assistant

Designed to create exceptional customer service experiences, IBM watsonx™ Assistant™ empowers everyone in the organization to build and deploy AI-powered virtual agents without writing a line of code.



watsonx Code Assistant

Purpose-built for targeted use cases, IBM watsonx™ Code Assistant™ leverages generative AI to increase developer productivity of all experience levels, reduce coding complexity, and accelerate developer onboarding.



watsonx Orchestrate

With an expanding catalog of capabilities, use IBM watsonx™ Orchestrate™ to delegate common and complex talent management tasks such as creating a job description, pulling a report in Salesforce or SAP SuccessFactors, sourcing candidates and more using natural language.



Take the next step

Contact us to see how you can put watsonx to work!