Azure AI is a set of artificial intelligence (AI) services and tools provided by Microsoft Azure, Microsoft’s cloud computing platform. These services are designed to enable organizations to build, train, and deploy AI models and solutions at scale. Azure AI offers a wide range of AI capabilities and services that cover various aspects of AI development and deployment. Here are some key components and offerings of Azure AI:

1. Azure Machine Learning: Azure Machine Learning is a comprehensive service for building, training, and deploying machine learning models. It provides a unified environment for data scientists and developers to work together on AI projects. Features include automated machine learning, model deployment, and integration with various data sources.

2. Azure Cognitive Services: Azure Cognitive Services offer pre-built AI models and APIs for tasks such as computer vision, natural language processing (NLP), speech recognition, and language translation. These services make it easy to add AI capabilities to applications without requiring deep expertise in AI.

3. Azure Bot Service: Azure Bot Service allows developers to create intelligent, conversational bots that can interact with users through various channels, such as websites, messaging platforms, and mobile apps. It integrates with Azure Cognitive Services for natural language understanding.

4. Azure Custom Vision: Azure Custom Vision is a service for building custom image classification models. It enables organizations to train models to recognize specific objects or concepts within images.

5. Azure Language Understanding (LUIS): Azure Language Understanding is a natural language understanding service that helps applications understand user intentions and extract relevant information from text inputs.

6. Azure Speech Service: Azure Speech Service provides speech recognition and speech synthesis capabilities, allowing applications to convert spoken language into text and vice versa. It supports multiple languages and can be used for transcription, voice assistants, and more.

7. Azure Databricks: Azure Databricks is a big data analytics platform that integrates with Azure AI services, allowing organizations to perform advanced analytics and machine learning on large datasets.

8. Azure Computer Vision: Azure Computer Vision is a service that analyzes images and extracts information from them, such as object recognition, text extraction, and image analysis.

9. Azure Anomaly Detector: Azure Anomaly Detector is a service that helps detect anomalies or unusual patterns in time-series data, making it valuable for applications like fraud detection and predictive maintenance.

10. Azure Metrics Advisor: Azure Metrics Advisor is an AI-powered service for monitoring and identifying anomalies in time-series data, providing insights into operational performance.

11. Azure Form Recognizer: Azure Form Recognizer is designed to extract structured data from forms, invoices, receipts, and other documents using machine learning models.