Create innovative AI solutions
Discover Azure AI—a portfolio of AI services designed for developers and data scientists. Take advantage of the decades of breakthrough research, responsible AI practices, and flexibility that Azure AI offers to build and deploy your own AI solutions. Access high-quality vision, speech, language, and decision-making AI models through simple API calls, and create your own machine learning models with tools like Jupyter Notebooks, Visual Studio Code, and open-source frameworks like TensorFlow and PyTorch.
Specialized AI services for specific business scenarios
- Modernize business processes with task-specific AI to solve for common scenarios.
- Accelerate development with built-in business logic that enables you to launch solutions in days—not months.
- Run responsibly anywhere with security that extends from the cloud to intelligent edge.
A comprehensive family of customizable cognitive APIs for vision, speech, language, and decision making
- Easily access sophisticated AI models, including OpenAI models, with the most comprehensive portfolio of AI capabilities on the market.
- Build confidently with the first AI services to achieve human parity in computer vision, speech, and language.
- Deploy anywhere from the cloud to the edge with containers.
- Get started quickly and customize solutions to meet your own unique requirements.
An end-to-end platform for building, training, and deploying machine learning models
- Develop with your choice of tools with Jupyter Notebook, drag-and-drop designer, and automated machine learning.
- Create and deploy models at scale using automated and reproducible machine learning workflows.
- Innovate responsibly with a rich set of built-in responsible capabilities to help you understand, protect, and control data, models and processes.
- Build your way with best-in-class support for open-source frameworks and languages including MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R.
Advanced, large-scale AI infrastructures and innovative training tools
- Access large-scale infrastructure with hyper-clusters of thousands of state-of-the-art GPUs, providing AI accelerations that are interconnected with the latest high-bandwidth networks inside of every server.
- Enable hybrid and multi-cloud deployments with Azure Arc-enabled Kubernetes.
- Access a breadth of AI hardware with specialized hardware like FPGAs, the most comprehensive set of GPUs, and an array of general-purpose CPUs.
Why Azure for AI?
Build on your terms
Access frameworks, tools, and capabilities for developers and data scientists of any skill level.
Deploy mission-critical AI solutions
Use the same proven AI services that power AI capabilities in Xbox, HoloLens, and Microsoft Teams.
Apply AI responsibly
Get tools, services, and guidelines to help you use AI responsibly, while also preserving data privacy, transparency, and trust.
Recognized by top industry analysts
GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.
See how customers are innovating with Azure AI
NBA
Charlie Rohlf, Associate Vice President, Stats Technology Product Development National Basketball Association"We've always been sitting on a lot of data, but we needed Azure and AI to unlock its potential and find the interesting nuggets in those billions of data points."
Airbus
Marcel Rummens, Product Owner of Internal AI Platform"Only Microsoft offered the proven, cutting-edge technologies and models that have been trained on Microsoft data sets on a very large scale and are available completely disconnected.... All of this accelerates our time to market, and that has been the key differentiator for us."
NHS BSA
Michael Brodie, Chief Executive, NHS"We believe that we can do so much more by using AI to read our documentation, to read more fields on that, and to read handwritten info, and to use that AI engine to deliver better taxpayer value, to deliver better outcomes, and deliver better patient safety."
Walgreens Boots Alliance
Ankur Jain, Principal Architect, Digital Engineering, Walgreens Boots Alliance"Because of the work Microsoft had already put into developing the Healthcare Bot service, we were able to put our COVID-19 response chatbot into production in less than a week."
Nestlé Global Security Operations Center
Ignasi Paredes-Oliva, Lead Data Scientist"MLOps is at the core of our product. Because of its reproducible ML pipelines, reusable environments for model training, versioned and registered models, and automatic model scoring, we're definitely detecting things that we missed before. Which, in terms of risk management, is really, really important."
BBC
Ian Walker, Head of Communications, Digital, BBC"We're building a voice service for all our diverse audiences. Azure gives us the opportunity to deliver what we see is the future of content."
Make AI real for your business today across the cloud and the edge
Machine learning
Only Azure empowers you with the most advanced machine learning capabilities. Quickly and easily build, train, and deploy your machine learning models using Azure Machine Learning and Azure Databricks. Use the latest tools like Jupyter and Visual Studio Code, alongside frameworks like PyTorch Enterprise, TensorFlow, and Scikit-Learn. Expand your data science teams and create models faster with low-code and no-code tools like automated machine learning and a drag-and-drop interface. Plus, easily deploy at scale with Azure Kubernetes Service (AKS) and optimize machine learning inferencing with ONNX Runtime.
Start building machine learning solutions today with these resources
Knowledge mining
Uncover latent insights from all your content—documents, images, and media—with Azure Cognitive Search. Using the only cloud search service with built-in AI capabilities, discover patterns and relationships in your content, understand sentiment, extract key phrases and more.
Conversational AI
Develop enterprise-grade conversational AI experiences while maintaining control of your data with Azure Bot Service. Build multilingual and multimodal bots for nearly any scenario—from sales to customer support to employee productivity.
Document process automation
Turn documents into usable data at a fraction of the time and cost by automating information extraction with Azure Form Recognizer. Accelerate document processing to accurately extract text, key-value pairs, tables, structures, and other actionable information from your documents.
Machine translation
Support a wide range of use cases, including translation for call centers, web page localization, enterprise internal communications, and e-discovery. Translate text and documents in real time or in batches across more than 100 languages and dialects using the latest innovations in neural machine translation.
Speech transcription
Transcribe speech to text with high accuracy, produce natural-sounding text-to-speech voices, and translate spoken audio with Speech service.
Learn more about speech transcription and analytics solutions
Explore AI use cases by industry
Modernize finance operations and combat crime
Use AI to deliver insights that help you prevent fraud, automate payment processing, and deliver improved customer experiences. Learn more about Azure for financial services.
Combat financial crime
Prevent fraud with machine learning models that detect anomalies, enhance knowledge graphs to find relationships between disparate entities, and identify suspicious behavior within financial systems.
Improve customer experiences
Understand your customers and improve their experiences with intelligent contact centers, personalized portfolio management, and proactive offers powered by AI.
Modernize core banking
Enable process automation and uncover insight from unstructured data, with form recognition and natural language processing, and use AI to fuel faster, optimized and more secure operations.
Improve operations throughout your supply chain
Reduce unexpected downtime, improve product quality and forecasting, and streamline operations throughout your supply chain with AI on Azure. Learn more about Azure for manufacturing.
Automate quality control
Increase the efficiency and accuracy of your quality inspection by using AI-enabled visual to reduce costs, eliminate defective parts, and improve your bottom line.
Practice proactive maintenance
Detect failures and root cause patterns within operational data and build predictive models that help you preempt upcoming issues and avoid downtime for your mission-critical systems.
Enhance worker safety
Use specialized AI models to identify hazards or safety breaches, and trigger alerts for timely action.
Transform retail operations
Use AI to provide personalized customer recommendations and improve customer service with intelligent conversational agents. Learn more about Azure for retail.
Improve customer experiences
Use machine learning to understand customer trends and patterns and design campaigns and experiences that provide optimal return on investment to the business—and differentiated value to customers.
Optimize customer assistance
Take advantage of AI-enabled virtual agents to handle high volumes of customer service requests and get insights into customer sentiment to improve processes and increase accountability.
Optimize stock replenishment
Use spatial analysis to understand in-store aisle hot-spots, optimize product placements and customer traffic, and get real-time insights on checkout lines with high queue length or dwell time.
Improve patient care and aid scientific discovery
Deliver insights from health data that support predictive and personalized care, accelerate scientific discovery, and improve health outcomes. Azure for Healthcare.
Enable predictive care
Personalize patient care by providing patients with access to the health data they need to get the right care at the right time.
Improve operational outcomes
Digitize unstructured health documents to enable knowledge mining and extract actionable data and examine health insights at scale.
Accelerate innovation
Accelerate clinical research and scientific innovation with AI to improve care delivery, accelerate drug discovery, speed diagnoses, and modernize treatments.
Build your own Azure AI solutions
Learn essential AI concepts, get hands on experience, and explore the latest AI products with AI and machine learning resources designed specifically for practitioners.
Fuel App Innovation with Cloud AI Services
Learn 5 key ways your organization can get started with AI to realize value quickly.
Azure AI Services at Scale for Cloud, Mobile, and Edge
Learn how to build intelligent applications to optimize your business processes. Read the e-book, Azure AI Services at Scale for Cloud, Mobile, and Edge, to learn more about AI-oriented architecture, get an overview of the tools available, and explore real-world examples.
Packt: Principles of Data Science
Understand, analyze, and predict data using machine learning concepts and tools. Read Principles of Data Science, a comprehensive e-book from Packt, to understand basic practices of data science and learn how to apply them to any domain.
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