Our next-generation enterprise studio for AI builders
IBM® watsonx.ai™ AI studio is part of the IBM watsonx™ AI and data platform, bringing together new generative AI (gen AI) capabilities powered by foundation models and traditional machine learning (ML) into a powerful studio spanning the AI lifecycle. Tune and guide models with your enterprise data to meet your needs with easy-to-use tools for building and refining performant prompts. With watsonx.ai, you can build AI applications in a fraction of the time and with a fraction of the data. Watsonx.ai offers:
Multi-model variety and flexibility: Choose from IBM-developed Granite models, open-source and third-party models, or bring your own custom foundation model.
Differentiated client protection: IBM stands behind IBM-developed Granite 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.
Get the ebook: Generative AI and ML for the enterprise
IDC Spotlight: The truth about successful generative AI
New model feature
On-premise foundation models from Mistral AI now available on Watsonx
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Interactive demo
Chat directly with an LLM in the watsonx.ai 30-day demo and augment an LLM's knowledge base by grounding it with documents utilizing a RAG pattern. This demo does not include agents or simultaneous chat with multiple models.
Blog
IBM named a strong performer in The Forrester Wave™: AI/ML Platforms, Q3 2024
IBM positioned as Exemplary in Ventana Research Buyers Guide 2024 for GenAI Platforms
Access the 2024 Ventana Research Buyers Guide to see why IBM was named an Exemplary software provider for GenAI Platforms with an overall grade of A-.
Gen AI Platforms quadrant
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Use cases
Bring your own custom foundation models or work with a suite of curated foundation models offered by IBM, including Granite models. Experiment with open source models through the IBM and Hugging Face partnership to meet the needs of your business.
Knowledge management
Insight extraction and AI forecasting
Synthetic data generation
Content generation
Collect, create and share knowledge
Build a Q&A resource from a broad internal or external knowledge base across your company’s proprietary data to share organizational insights. With the help of generative AI, you can analyze multiple documents and data inputs, provide effective responses based on real-time information feeds and improve documentation quality.
Learn more
Screenshot showing Prompt Lab interface
Benefits
Discover how to scale AI
Bring together AI builders
Use open-source frameworks and tools for code-based, automated and visual data science capabilities–all in a secure, trusted studio environment.
Tune foundation models for your business
Leverage foundation models and generative AI with minimal data, advanced prompt-tuning capabilities, full SDK and API libraries.
Manage the full AI lifecycle
Accelerate the full AI model lifecycle with all the tools and runtimes in one place to train, validate, tune and deploy AI models across clouds and on-premises environments.
Features
Foundation models
Clients have access to a family of IBM-developed Granite foundation models of different sizes and architectures, including open-source Granite models and IBM customized Granite models to support enterprise domains and use cases such as RAG. They can bring in other third-party models including Meta's Llama 3 and Mistral AI. They also have access to IBM-supported custom foundation models.
See foundation models in watsonx.ai
Explore how to choose the right foundation model
All models watsonx.ai product screenshot
Prompt Lab
Where AI builders can work with foundation models and build prompts using prompt engineering. Within the Prompt Lab, users can interact with foundation models in the prompt editor using the Chat, Freeform or Structured mode. These multiple options will allow you to craft the best model configurations to support a range of Natural Language Processing (NLP) type tasks including question answering, content generation and summarization, text classification and extraction.
IBM watsonx.ai: Chat mode
IBM watsonx.ai: Chat mode (2:08)
Tuning Studio
Prompt-tune foundation models as part of our Tuning Studio to help tune your foundation models with labeled data for better performance and accuracy. Prompt-tuning is an efficient, low-cost way of adapting a foundation model to new downstream tasks without retraining the model and updating its weights. Once your model is tuned, you can start using it in the Prompt Lab. Subsequent releases will include capabilities for model fine-tuning as part of our Tuning Studio.
New tuning studio watsonx.ai product screenshot
Public preview now available
Flows engine
With its intuitive flow language, watsonx.ai flows engine simplifies the development process, allowing generative AI applications to be effortlessly deployed to the cloud, accessed via API calls or SDKs, and integrated into existing projects and architectures. The feature provides a range of pre-built AI flows for tasks such as Retrieval Augmented Generation (RAG) and Summarization, allowing developers to embed AI into their business processes seamlessly.
Learn more about flows engine
New flows engine watsonx.ai product screenshot
Data science and MLOps
All the tools, pipelines and runtimes powered by foundation models, a data scientist would need to support building ML models automatically. Automate the entire AI model lifecycle from development to deployment with connections to a variety of APIs, SDKs and libraries.
watsonx.ai MLOps software screen
Gen AI capabilities
In the Prompt Lab, leverage foundation models to create better AI, faster. Experiment with different prompts for various use cases and tasks. With just a few lines of instruction you can draft job descriptions, classify customer complaints, summarize complex regulatory documents, extract key business information and much more. Quickly tune models for your specific business needs using the latest open source and IBM trained foundation models.
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Generate
Classify
Summarize
Extract
Question answering
Generate content, no code required
From writing marketing emails to creating customer personas, watsonx.ai is your new creative partner. Just specify what you want, set the parameters and let the AI do the work.
watsonx.ai: Generate
watsonx.ai: Generate (2:02)
MLOps capabilities
Build models either visually or with code, deploy and monitor with end-to-end lifecycle explainability and fairness. Use MLOps to simplify model production from any tool and provide automatic model retraining.
Start your free trial
Orchestration pipelines
CPLEX optimization engines
Visual modeling
Automated development
Synthetic data generator
Create automated pipelines
Single collaborative studio for data scientists to build, train and deploy ML models. It supports a wide range of data sources enabling teams to streamline their workflows. With advanced features like automated ML and model monitoring, users can manage their models throughout the development and deployment lifecycle.
Machine learning operations software dashboard
Partner with us to deliver enhanced commercial solutions, embedded with watsonx.ai, to better address clients’ needs.
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Client stories
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AddAI.Life
“Watsonx.ai proved to be very useful. In our research, we liked how it helped our customers (and our development team) to simplify tasks and extend the assistant knowledge without the need to pre-set the whole dialog in advance. It is a next level for us and our customers.” — Jindrich Chromy, CEO and co-founder
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Minijob-Zentrale
“With this tool, we will need only a quarter of the time compared to before to plan, write and publish an article.” — Madeline Scholz
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Silver Egg Technology
“IBM’s commitment to cultivating an ecosystem of enterprise AI solutions based on their trustworthy and secure AI platform has proven highly complementary to our go-to-market strategy. We look forward to further cooperation.” — Tom Foley, Founder and CEO
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Third-party reviews
What IBM watsonx.ai customers are saying on
Carousel
IBM watsonx.ai provides powerful AI capabilities with accuracy and ease of integration.
Sep 17, 2024
IBM watsonx.ai excels with
customizable AI models,
integrated tools for
seamless workflows,
scalability for various
project sizes, advanced
analytics for insightful de...
Aditya K.
Masters in Design Engineering - Mechanical Engineer
Mechanical or Industrial Engineering Small-Business (50 or fewer emp.)
Easy to use, Fast and of High Utility
Sep 27, 2024
I like its intutive chat and
build prompts feature
where it gives suggestion
to accomplish my task with
better and structured way.
It also helps me with
managing my data and su...
Vvineet k.
Open to new opportunities - Freelance Creative Writer | Get Creative With Your Content to Get Better Leads
Freelancer- Self employed
E-Learning Small-Business (50 or fewer emp.)
watsonx.ai oferece proteção ao cliente e disponibiliza vários modelos
Jun 7, 2024
Os pontos identificados
como vantagem para o uso
do watsonx.ai são as
variedade de modelos, já
que podemos escolher
entre modelos da que a
IBM disponibiliza ou pod...
André L.
Consulting Enterprise (> 1000 emp.)
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