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AI & Enterprise Applications

2 summarised stories about AI & Enterprise Applications, each linking back to the original source. Browse all topics →

Thursday, 16 July 2026

Build enterprise search for agents with Amazon Bedrock Managed Knowledge Base

AWS Machine Learning 7 hours ago

Amazon Bedrock launched Managed Knowledge Base in general availability, a fully managed service that handles enterprise data ingestion, vector storage, and retrieval for AI agents without requiring manual infrastructure setup. The service supports six native connectors (S3, SharePoint, Confluence, Google Drive, OneDrive, and Web Crawler), processes documents up to 500 MB for PDFs and 10 GB for video, and can be set up with three API calls instead of weeks of manual pipeline construction. Organizations can now deploy production-grade retrieval-augmented generation applications with built-in access controls, multi-hop reasoning through agentic retrieval, and automatic scaling from gigabytes to terabytes.

Building a restaurant telephony AI host with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic

AWS Machine Learning 13 hours ago

Amazon published a technical guide for building a restaurant AI voice ordering system using Amazon Bedrock AgentCore, Amazon Nova 2 Sonic, and Amazon Chime SDK Voice Connector that can answer incoming calls and take orders end-to-end. The system deploys as three layers—a telephony layer handling phone-specific concerns, an agent layer running the conversation logic in isolated microVMs, and a backend layer managing menus and orders through the Model Context Protocol. The solution addresses the problem of restaurants missing approximately 150 phone calls per location monthly, with 60 percent of those being customers attempting to place orders or book tables.