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Analytics
Uncover insights with data collection, organization, and analysis.
Artificial intelligence
Next generation resources for AI builders to create trusted solutions
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Automate the deployment, scaling, and management of containerized applications.
Large language models (LLMs)
Models that can understand and generate natural language
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Analytics
Uncover insights with data collection, organization, and analysis.
Artificial intelligence
Next generation resources for AI builders to create trusted solutions
Automation
Simplify operations, drive improved productivity, and optimize performance
Blockchain
Decentralized, immutable digital ledger that securely records transactions across multiple computers
Computer vision
Tag, classify, and train visual content using machine learning.
Containers
Automate the deployment, scaling, and management of containerized applications.
Conversational AI
Build voice and text chatbots that can understand what users are asking.
Data
Capture, store, analyze, and manage collections of data.
Data management
Collect, access, and maintain quality, actionable data for business and data science
Data privacy
Use personal and sensitive information responsibly.
Data science
Analyze structured and unstructured data to extract knowledge and insights.
Data storage
Record and preserve digital information.
Databases
Capture, store, analyze, and manage collections of data.
Deep learning
Create, train, and deploy self-learning models.
Embeddable AI
Enhance your applications with IBM embeddable AI.
Front-end development
Develop front-end websites and applications
Generative AI
Deep learning models that generate high-quality content
IoT
Create value and gain insight through interconnected devices
IT Infrastructure
Manage and support computers, servers, storage systems, operating systems, networking, and more.
Large language models (LLMs)
Models that can understand and generate natural language
Linux
The open source operating system that runs the world.
Machine Learning
Teach systems to learn without them being explicitly programmed.
Mainframes
High-performance computers that process billions of transactions in real time.
Messaging
Communicate between systems by exchanging messages
Mobile development
Develop mobile apps or web apps for any kind of mobile device
Natural language processing
Build apps that can interpret unstructured data and analyze insights
Open Source AI
Open source AI technologies that form the foundation for watsonx
Platform as a service
Develop and manage applications without creating your own infrastructure
Retrieval-augmented generation (RAG)
Improve the output of LLMs
Speech and Empathy
Develop apps that detect feelings and respond accordingly
Storage
Data storage hardware, software-defined storage, and storage management software
Sustainability
Reduce adverse environmental and social impacts that result from business operations
Web development
Build modern web apps with latest tech
Zero trust
Increased cyber resiliency with threat management and identity management