Services

Capture model details and lineage to increase transparency for AI governance.

Build a 360-degree view of your customers by matching data from disparate sources to create a single, complete, and trusted version of the truth.

Create end-to-end flows of machine learning pipelines to create models and customize various functions.

Create flows to generate synthetic data that mimics real data without the privacy concerns of using real data.

Enable direct voice interactions over a telephone with a cognitive self-service agent, transcribe phone calls for real-time feedback, and integrate Watson services with a public or private telephone network.

A bundle of services that deliver a Watson-based voice automation system.

Find answers and uncover insights in your complex business content.

Build and train machine learning models with tools for all skill levels. Deploy and manage models at scale.

Infuse your AI with trust and transparency. Understand how your AI models make decisions to detect and mitigate bias.

Quickly convert audio and voice into written text with Watson Speech to Text

Convert written text into natural-sounding speech with Watson Text to Speech

Unleash the power of your data. Build custom models and infuse your business with AI and machine learning.

Train, validate, tune, and deploy generative AI solutions with foundation models.

Build conversational interfaces into any app, device, or channel.

Get instant, explainable insights from your data—powered by AI and grounded in your business logic.

Use pre-trained models based on specific programming languages to generate code and content with trust, security, and compliance.

Accelerate Playbook creation in Red Hat Ansible Automation Platform with generative-AI powered content recommendations.

Increase developer productivity with AI-generated code recommendations for modernizing mainframe applications.

Increase developer productivity with AI-generated explanations enriched with additional application-level insights to help them understand programs or code segments.

Increase developer productivity with AI-generated code explanations, which can be saved or inserted as comments directly into the application code.

Accelerate code generation and increase developer productivity with AI-generated code.

Accelerate responsible, transparent, and explainable AI workflows for generative AI models and machine learning models.

Streamline repetitive work so that you can focus on the work that matters.

Automatically spin up lightweight, dedicated Apache Spark clusters to run a wide range of workloads.

Self-service analytics, infused with AI and machine learning, enable you to create stunning visualizations and share your findings through dashboards and reports.

Simplify the process of preparing large amounts of raw data for analysis.

Effortlessly deliver data at the right time to the right place with integration, transformation, and delivery of data in batch and real time.

Run fast analytical queries against object stores or HDFS with a cloud-native, distributed SQL query engine.

Evaluate millions of possibilities to find the best solution to any given problem.

Explore data or build and deploy models on your Apache Hadoop cluster.

Build streaming data pipelines to act on time-sensitive data and enhance real-time decision making.

Easily create more accurate plans, budgets, and forecasts using data from across your business.

Create flows to prepare and blend data, build and manage models, and visualize the results.

Create an intelligent data foundation to accelerate data insights.

Build interactive visualizations to explore, analyze, and present your data.

De-identify sensitive data to preserve privacy while maintaining the utility of the data.

Curate and share data within your organization to enable your data-driven teams to work faster and more efficiently.

Organize and govern data. Automatically discover, classify, profile, and protect your data so users can find trusted data fast.

Enhance your data governance ecosystem with generative AI-enabled automation.

Start your data governance journey with generative AI-enabled automation.

Increase data transparency and trust with an interactive visualization of your data supply chain.

Import metadata from data sources that are not natively supported in IBM Knowledge Catalog, IBM Knowledge Catalog Premium, or IBM Knowledge Catalog Standard.

Aggregate, govern, and syndicate trusted product information across your organization.

Extract, load, and synchronize mission-critical Db2 for z/OS data for high volume transactional or analytic applications.

Integrate and synchronize your data using near-real-time data delivery with low impact to sources.

Query many data sources as one.

Relational database that delivers advanced data management and analytics capabilities for transactional workloads.

Administer, monitor, manage, and optimize your Db2 databases from a single web-based console.

Data warehouse designed for high-performance, in-database analytics. Runs on a single node for cost-efficiency or on multiple nodes for improved performance.

An integrated portfolio of databases and tools that extend PostgreSQL for enterprise workloads.

A database that integrates TimeSeries, Spatial, NoSQL, and SQL data together with easy access via MQTT, REST, and MongoDB APIs.

Scalable, NoSQL database for enterprise deployments.

Ingest, cleanse, transform, and enrich unstructured data so that you can use it in Retrieval-Augmented Generation (RAG) and agentic workflows.

Simplify your data management operations with a flexible data store that's optimized for analytics and AI workloads.

Get your enterprise data AI ready, no matter how it's structured or where it lives.

Control and administer the repository of software packages that data scientists use in Jupyter notebooks.

Optional development environment for working with the R programming language.

Development tools that you can use to create notebooks and experiments that train compute-intensive machine learning models in Watson Studio analytics projects.

Identify, manage, monitor, and report on risk and compliance initiatives that span your enterprise.