Build, scale and govern your custom AI solutions
The watsonx platform has three components, allowing you to customize your AI solution.
watsonx.ai™
Train, validate, tune and deploy foundation and machine learning models with ease.
Watsonx.ai 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.
watsonx.data™
Scale analytics and AI workloads for all your data, anywhere with a data store that is open, hybrid and governed.
IBM® watsonx.data™ 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.
watsonx.governance™
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® watsonx.ai™, 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.