Amazon SageMaker AI is a fully managed service that brings together a broad set of tools to enable high-performance, low-cost machine learning (ML) for any use case. With SageMaker AI, you can build, train and deploy ML models at scale using tools like notebooks, debuggers, profilers, pipelines, MLOps, and more—all in one integrated development environment (IDE).

Amazon Polly is a fully-managed service that generates voice on demand, converting any text to an audio stream. Using deep learning technologies to convert articles, web pages, PDF documents, and other text-to-speech (TTS). Polly provides dozens of lifelike voices across a broad set of languages for you to build speech-activated applications that engage and convert. Meet diverse linguistic, accessibility, and learning needs of users across geographies and markets. Powerful neural networks and generative voice engines work in the background, synthesizing speech for you. Integrate the Amazon Polly API into your existing applications to become voice-ready quickly.

Amazon Rekognition can help your business and development teams to solve your most pressing computer vision needs—with no ML skills required and at a lower cost.

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, layout elements, and data from scanned documents. It goes beyond simple Optical Character Recognition (OCR) to identify, understand, and extract specific data from documents.

Amazon Kendra GenAI Index is a new index in Kendra designed for retrieval-augmented generation (RAG) and intelligent search to help enterprises build digital assistants and intelligent search experiences more efficiently and effectively.

Amazon Fraud Detector, a fully managed service built on over 20 years of insights from Amazon, helps customers identify potentially fraudulent activities and catch more online fraud faster. With Amazon Fraud Detector, you pay only for what you use, and there are no minimum fees or upfront commitments. You are charged based on the compute hours used to train and host your models, the amount of storage you use, and the quantity of fraud predictions you make.

Amazon Translate lets you localize content for diverse global users and translate and analyze large volumes of text to activate cross-lingual communication between users.

Powered by the same technology as Alexa, Amazon Lex is an AI chat builder that allows users to interact with any application using natural language voice or chat. Use Amazon Lex to build and deploy conversational AI interfaces for any application. Integrating AI chat into existing business processes and use cases gives users more flexibility and support to get work done in ways that are natural to your users.

Amazon Transcribe is a fully managed, automatic speech recognition (ASR) service that makes it easy for developers to add speech to text capabilities to their applications. It is powered by a next-generation, multi-billion parameter speech foundation model that delivers high accuracy transcriptions for streaming and recorded speech. Thousands of customers across industries use it to automate manual tasks, unlock rich insights, increase accessibility, and boost discoverability of audio and video content.

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, DeepSeek, Luma, Meta, Mistral AI, poolside (coming soon), Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Amazon Q is a generative AI assistant that transforms how work gets done in your organization. With specialized capabilities for software developers, business intelligence analysts, contact center employees, supply chain analysts, and anyone building with AWS, Amazon Q helps every employee get insights on their data and accelerate their tasks. Leveraging Amazon Q's advanced agentic capabilities, companies can streamline processes, get to decisions faster, and help employees be more productive.