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WATSONX.AI 

Now available—a next generation enterprise studio for AI builders to train,
validate, tune and deploy AI models

Start your free trial Explore the interactive demo


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 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, open-source
   and third-party models, or build 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.

Now available: watsonx.governance



Accelerate responsible, transparent and explainable workflows for generative AI
built on third-party platforms



Try watsonx.governance
News



Open-source Mixtral 8x7b model now available on watsonx to help enterprises
scale AI with trust and flexibility



Get the ebook: How to choose the right foundation model



KICK OFF YOUR AI USE CASES WITH WATSONX.AI

Bring your own models or work with a suite of curated foundation models offered
by IBM. Experiment with open source models through the IBM and Hugging Face
partnership to meet the needs of your business.

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.

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Extract insights and discover trends Analyze large amounts of data to identify
and extract insights or facts from documents or reports, customer interactions,
security or IT incidents. Discover patterns, trends or anomalies that occur
within the data with the use of generative AI. From the themes extracted,
traditional AI and ML algorithms can then forecast and make predictions, such as
calculating credit risk, future sales, demand forecasts and inventory
management, specific to the user's needs and business requirements. 
Generate synthetic tabular data Generate synthetic tabular data to protect
sensitive information during testing stages. Address data gaps and reduce the
risk of exposing an individual’s personal data by taking advantage of data
created artificially through computer simulation or algorithms. Further build
and test AI and ML models with synthetic data to overcome data gaps and, in
turn, improve speed to market with new AI solutions.

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Generate content, technology and code New technology, content and code can be
created through the power of generative AI to support developer and business
user productivity across a range of business domains. The content generated can
include lesson planning and curriculum development, ideas for marketing and
sales campaigns, emails, blogs, social media posts, product demonstrations,
synthetic data images, technical documentation, user persona development,
automated reports, scripts and more.

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GENERATIVE AI AND ML FOR BUILDERS

Read the data sheet 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.


GENERATIVE AI CAPABILITIES WITH A PROVEN STUDIO FOR ML POWERED BY FOUNDATION
MODELS

Foundation models Clients have access to IBM selected open source models from
Hugging Face, as well as other third-party models including Llama-2-chat and
StarCoder LLM for code generation, and a family of IBM-trained foundation models
of different sizes and architectures. These models start with Slate for
non-generative AI tasks and the Granite series models that use a decoder
architecture to support a variety of enterprise NLP generative AI tasks. See
foundation models in watsonx.ai Explore how to choose the right foundation model

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Prompt Lab Where AI builders can work with foundation models and build prompts
using prompt engineering. Within the Prompt Lab, users can experiment with
zero-shot, one-shot, or few-shot prompting to support a range of Natural
Language Processing (NLP) type tasks including question answering, content
generation and summarization, text classification and extraction.

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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.1

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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.


EXPERIMENT WITH PROMPT ENGINEERING IN THE PROMPT LAB

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.

Start your free trial
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.

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Build a classifier without training With as few as zero examples, watsonx.ai can
read and classify written input. For example, it can evaluate and sort customer
complaints or review customer feedback sentiment.

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Save time with high-quality summaries Like a skilled assistant, watsonx.ai can
help transform dense text into your personalized executive overview, capturing
key points from financial reports, meeting transcriptions and more.

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Extract information with no pre-training Let watsonx.ai sort through the complex
details and help you quickly pull the information you want from large documents.
Identify named entities, parse terms and conditions and more.

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Enhance your Q&A application Leverage retrieval-augmented generation (RAG) to
generate factually accurate output that is grounded in a broad external or
internal knowledge base.

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BRING TRADITIONAL AI INTO PRODUCTION, FASTER

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
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.

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Solve optimization problems Uncover prescriptive analytics to improve your
business decisions, such as planning, scheduling, pricing, inventory or resource
management with CPLEX Optimizer. These CPLEX decision optimization engines apply
specialized mathematical algorithms and constraint-based programming to address
your business objectives. Within the CPLEX solver, access tabular or graphical
views that can be easily shared to enhance collaboration and accelerate time to
insights.
Develop predictive models visually With easy-to-use workflows, you can combine
visual data science with open source libraries and notebook-based interfaces on
a unified data and AI studio.

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Accelerate the entire AI lifecycle With AutoAI, beginners can quickly get
started and expert data scientists can speed experimentation in AI development.
AutoAI automates data preparation, model development, feature engineering and
hyperparameter optimization.

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Generate synthetic tabular data Generate a synthetic tabular data set leveraging
your existing data or a custom data schema. You can connect to your existing
database, upload a data file, anonymize columns and generate as much data as
needed to address your data gaps or train your classical AI models.

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Partner with us to deliver enhanced commercial solutions, embedded with
watsonx.ai, to better address clients’ needs.

Build with watsonx




CLIENT STORIES

Businesses are excited about the prospect of tapping foundation models and ML in
one place, with their own data, to accelerate generative AI workloads

Explore more client stories
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, AddAI.Life



Read the case study 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, Minijob-Zentrale



Read the case study 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, Silver Egg Technology



Read the case study Blendow Group



“We are just at the beginning of this journey. This endeavor with IBM has
reinforced our conviction that legal intelligence is on the brink of a
transformative era, and Blendow Group is poised to lead this revolution.” —
Johan Wallquist, Chief Digital Innovation Officer, Blendow Group



Read the case study Sicredi



“We are encouraged by the results of this pilot, and we look forward to the next
chapter in our Generative AI journey. IBM’s ethical and transparent approach to
AI helps us put human values at the center of our transformation initiative.” —
Alceu Meinen, Superintendent of AI and Customer Relations, Confederação Sicredi



Read the case study



REVIEWS

What IBM watsonx.ai customers are saying on
IBM Watsonx.ai: A Powerful AI Platform for Businesses of All Sizes

Aug 8, 2023

IBM watsonx.ai helped me to solve
natural language processing models
and machine learning. I really found out
that is a versatile platform wide range
of business problems. The good thing
about this is highly scalable and can be
used by business of all sizes.......
Siva S.


Automotive Small-Business (50 or fewer emp.)
Watsonx.ai for Generative AI and Forecast Marketing models

Aug 11, 2023

The easy interface to define the
parameters for generative AI. Also, the
straightforward process to create
Workflow and test if the data is good
enough to generate forecasts.

...
Fernando R.
SAP Specialist at Michael Management Corporation
Michael Management Corporation
Logistics and Supply Chain Small-Business (50 or fewer emp.)
Overall good product! Handy integration!

Aug 13, 2023

What I like the most about IBM
Watsonx.ai is that it's user friendly, by
allowing easy integration to apps such
as Facebook. In addition, IBM offers a
variety of functions!

...
Alexus H.
Student at Ball State University
Hopebridge
Education Management Mid-Market (51-1000 emp.)
Nice to see DataStage in cloud (CP4D)

Jan 18, 2024

Easy to implement the logic and
maintenance

...
Anand R.
Associate consultant
Tata Consultancy Services
Computer Software Enterprise (> 1000 emp.)
IBM watsonx review

Feb 17, 2024

Watsonx ability to automate AI
processes is what best about it. It is far
more useful than GPT.

...
Verified User in Banking


Banking Enterprise (> 1000 emp.)
Best use of AI and ML in the product

Feb 15, 2024

Very innovative. Easy to deploy and
use.

...
Verified User in Hospital & Health Care


Hospital & Health Care Enterprise (> 1000 emp.)
IBM WATSONX.AI Review after using for 2 years

Feb 15, 2024

A very powerful tool used to enable
corporate businesses to build and
deploy conversational AI SOLUTIONS .
Strong mutli channel support including
websites, mobile app and messaging
platform. Built in machine learning
capabilities Seamless integration with......
Pradeep P.
Senior IT Specialist at DSV - Global Transport and Logistics
DSV - Global Transport and Logistics
Airlines/Aviation Mid-Market (51-1000 emp.)
Unlocking AI with IMB Watson AI review

Feb 15, 2024

Its Amazing ML and predictive Analytics
and easy integration with other system.
Also, it has sound NLP

...
Amar H.
Project Management- (Mobile Game & Applications Development, Market Research +
Data Analytics) | Client Servicing | RFQ Mgt | Customer Relationship Management
| Financial Transactions Processing
HFG Entertainments Private Limited
Computer Games Small-Business (50 or fewer emp.)
Good AI tool

Aug 12, 2023

It can be customised as per your
needs. You can easily integrate it with
other platforms. It gives you a support
assistance for 24/7 availability thus it
reduces cost and satisfies your
clients.Ease of use.
......
Mita B.
Sr.Outsystems Developer|| Sr. Engineer at OmnePresent Technologies - Low Code
Experts
OmnePresent Technologies - Low Code Experts
Computer Software Mid-Market (51-1000 emp.)
The Easisest and Fastest GenAI tool out there

Jan 18, 2024

The ease of use and access, plugging a
LLM to a wesbite to scrape pages and
produce output in a jiffy. The integration
is easier, you can plug to any exisitng
applications and launch a chatbot on
your website. Customer support is
outstanding, any issues you might fac......
Shivi G.
Innovator | Researcher | AI Expert | Writer | Speaker | Poet | Data Scientist |
Full Stack Developer
Cognizant
Telecommunications Enterprise (> 1000 emp.)
Read all reviews



RESOURCES

Ebook How to choose the right AI foundation model Read the ebook Interactive
demo Follow Rob the data scientist as she builds prompts for common generative
AI tasks, experiments with foundation models and builds ML models Start the demo
Learning series Explore the Learn to Build with GenAI Series Get started Ebook
Generative AI and ML for the enterprise Read the ebook Data sheet Learn how
watsonx.ai can help your organization train, validate, tune and deploy AI Read
the data sheet Analyst report Learn why IBM was named a Leader in the 2023
Gartner® Magic Quadrant™ for Cloud AI Developer Services Read the report
Documentation Explore the watsonx.ai product documentation to help you get
started building and deploying AI models Read the documentation



EXPLORE OTHER WATSONX COMPONENTS

IBM® watsonx.data™



See how our data store combines the flexibility of a data lake with the
performance of a warehouse.



IBM® watsonx.governance™



See how the toolkit for AI governance accelerates responsible, transparent and
explainable AI workflows.



Learn more about our AI and data platform called watsonx. 

Explore watsonx



Take the next step

Take the next step to start operationalizing and scaling generative AI and ML
for business

Start your free trial Explore the interactive demo
More ways to explore Become an IBM Business Partner Connect with the IBM
Community Explore AI consulting with IBM Explore the interactive demo Generative
AI learning series SaaS documentation Software documentation Subscribe to AI
topic updates Support

FOOTNOTES

1IBM’s statements regarding its plans, directions, and intent are subject to
change or withdrawal without notice at IBM’s sole discretion. See Pricing for
more detail. Unless otherwise specified under Software pricing, all features,
capabilities, and potential updates refer exclusively to SaaS. IBM makes no
representation that SaaS and software features and capabilities will be the
same.

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