A Technology Broker and Management Company Specializing in KM Systems
Favorite In this post we show how to build a semantic layer on AWS using Stardog’s Semantic AI Application over Amazon Aurora and Amazon Redshift, and how to run a Strands Agents agent on Amazon Bedrock AgentCore that queries the layer to answer customer 360 questions across both sources without
Read More
Shared by AWS Machine Learning July 11, 2026
Favorite In dentistry, image quality determines whether a claim is paid or denied. Up to 20 percent insurance claims are initially denied, with missing or low-quality images among the leading causes. Yet quality assessment has traditionally been a manual, after-the-fact process. A clinician reviews an X-ray hours or days after
Read More Shared by AWS Machine Learning July 11, 2026
Favorite Model customization transforms general-purpose AI models into specialized enterprise assets. By fine-tuning foundation models (FMs) on domain-specific data, businesses teach AI their unique workflows, terminology, and deep domain specialization, along with strict adherence to brand voice and fewer hallucinations. For enterprises, this is more than an optimization. It’s the
Read More Shared by AWS Machine Learning July 11, 2026
Favorite As enterprises scale their generative AI workloads, the demand for faster, more observable, and more flexible inference infrastructure continues to grow. Amazon SageMaker HyperPod is rising to meet that challenge with a set of new capabilities designed to streamline how organizations deploy and operate large models in production. Teams
Read More Shared by AWS Machine Learning July 10, 2026
Favorite When Model Context Protocol (MCP) tools underperform, the cause is rarely the protocol itself but the tool design. Many teams start by exposing an existing API as-is and trusting the agent to figure out the rest. It is a natural way to extend APIs to agentic systems and generative
Read More Shared by AWS Machine Learning July 10, 2026
Favorite As organizations expand AI adoption across their workforce, IT administrators need a scalable way to manage how AI applications are configured and used on employee devices. These applications include Claude Code, Claude Desktop, and OpenAI Codex. Users, meanwhile, can open approved applications and start working without manual setup. Jamf,
Read More Shared by AWS Machine Learning July 9, 2026
Favorite When you deploy generative AI agents with Amazon Bedrock AgentCore as production API endpoints, you might want to enforce web application firewall policies, rate limiting, protection against common web threats, or audit controls via AWS WAF. AWS WAF integrates with Elastic Load Balancing Application Load Balancers (ALBs), Amazon CloudFront
Read More Shared by AWS Machine Learning July 9, 2026
Favorite When ecommerce teams need faster time-to-market for AI-powered customer experiences, they face weeks of custom integration work that delays launches and increases security risks. Building and connecting a production-ready AI assistant typically requires custom API code for each client, container infrastructure management, and complex authentication. Amazon Bedrock AgentCore and
Read More Shared by AWS Machine Learning July 9, 2026
Favorite AI-powered email management can transform how organizations in the public sector handle constituent communications. By implementing intelligent email routing and prioritization systems, organizations can automatically classify and direct incoming messages based on urgency and departmental relevance. This technology is particularly useful in local government settings, where councillors receive diverse
Read More Shared by AWS Machine Learning July 9, 2026
Favorite In pharmaceutical research, scientists face a fundamental challenge: accessing and connecting the vast amount of scientific knowledge scattered across disparate systems. From published literature and internal lab notes to genomics databases, critical insights remain trapped in silos, making it difficult for researchers to form comprehensive connections and generate promising
Read More Shared by AWS Machine Learning July 9, 2026