Your complete guide to Amazon Quick Suite at AWS re:Invent 2025

Favorite What if you could answer complex business questions in minutes instead of weeks, automate workflows without writing code, and empower every employee with enterprise AI—all while maintaining security and governance? That’s the power of Amazon Quick Suite, and at AWS re:Invent 2025, we are showcasing how organizations are making

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Shared by AWS Machine Learning November 17, 2025

Harnessing the power of generative AI: Druva’s multi-agent copilot for streamlined data protection

Favorite This post is co-written with David Gildea and Tom Nijs from Druva. Generative AI is transforming the way businesses interact with their customers and revolutionizing conversational interfaces for complex IT operations. Druva, a leading provider of data security solutions, is at the forefront of this transformation. In collaboration with

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Shared by AWS Machine Learning November 14, 2025

Make your web apps hands-free with Amazon Nova Sonic

Favorite Graphical user interfaces have carried the torch for decades, but today’s users increasingly expect to talk to their applications. Amazon Nova Sonic is a state-of-the-art foundation model from Amazon Bedrock, that helps enable this shift by providing natural, low-latency, bidirectional speech conversations over a simple streaming API. Users can

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Shared by AWS Machine Learning November 14, 2025

Build a biomedical research agent with Biomni tools and Amazon Bedrock AgentCore Gateway

Favorite This post is co-authored with the Biomni group from Stanford. Biomedical researchers spend approximately 90% of their time manually processing massive volumes of scattered information. This is evidenced by Genentech’s challenge of processing 38 million biomedical publications in PubMed, public repositories like the Human Protein Atlas, and their internal

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Shared by AWS Machine Learning November 14, 2025

A guide to building AI agents in GxP environments

Favorite Healthcare and life sciences organizations are transforming drug discovery, medical devices, and patient care with generative AI agents. In regulated industries, any system that impacts product quality or patient safety must comply with GxP (Good Practice) regulations, such as Good Clinical Practice (GxP), Good Laboratory Practice (GLP), Good Manufacturing

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Shared by AWS Machine Learning November 12, 2025

Powering enterprise search with the Cohere Embed 4 multimodal embeddings model in Amazon Bedrock

Favorite The Cohere Embed 4 multimodal embeddings model is now available as a fully managed, serverless option in Amazon Bedrock. Users can choose between cross-Region inference (CRIS) or Global cross-Region inference to manage unplanned traffic bursts by utilizing compute resources across different AWS Regions. Real-time information requests and time zone concentrations

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Shared by AWS Machine Learning November 12, 2025

Introducing agent-to-agent protocol support in Amazon Bedrock AgentCore Runtime

Favorite We recently announced the support for Agent-to-Agent (A2A) protocol on Amazon Bedrock AgentCore Runtime. With this addition, agents can discover peers, share capabilities, and coordinate actions across platforms using standardized communication. Amazon Bedrock AgentCore Runtime provides a secure, serverless environment designed for deploying AI agents and tools. It works

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Shared by AWS Machine Learning November 12, 2025

Fine-tune VLMs for multipage document-to-JSON with SageMaker AI and SWIFT

Favorite Extracting structured data from documents like invoices, receipts, and forms is a persistent business challenge. Variations in format, layout, language, and vendor make standardization difficult, and manual data entry is slow, error-prone, and unscalable. Traditional optical character recognition (OCR) and rule-based systems often fall short in handling this complexity.

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Shared by AWS Machine Learning November 10, 2025