AWS for Industries

Reduce SMT Defects with Agentic AI: Automating Polarity Validation on AWS

Surface Mount Technology (SMT) polarity programming defines how a polarity-sensitive component feeds from tape reel or tray to the pick-and-place machine, designed to help maintain correct orientation on the Printed Circuit Board Assembly (PCBA). Get it right, and boards run clean. Get it wrong by 180°, and downstream systems (Automated Optical Inspection (AOI), X-ray, In-Circuit […]

How Morningstar built a financial advisor AI assistant powered by Amazon Bedrock AgentCore

In this blog, learn how Morningstar designed the agentic orchestration, enforced guardrails, enabled comprehensive audit trails for a regulated environment, and deployed a production system that keeps the advisor in control while automating the research-to-action workflow.

Standing Up a Governed AWS Foundation in Days, Not Quarters: A Post-Merger Integration Pattern for Financial Services

Standing Up a Governed AWS Foundation in Days, Not Quarters: A Post-Merger Integration Pattern for Financial Services

In this post, you will learn how to sequence a post-merger cloud foundation so that governance is established before workloads land, and how pre-close design compresses the integration timeline from quarters to days.

Building AI-augmented B-pillar DFMEA on AWS: Architecture, multi-agent orchestration, and implementation

Building AI-augmented B-pillar DFMEA on AWS: Architecture, multi-agent orchestration, and implementation

In this post, we deliver the implementation blueprint. We walk through the complete reference architecture built on Amazon Web Services (AWS), break down the layer service topology, detail the multi-agent orchestration pattern using Amazon Bedrock AgentCore and the Strands Agents SDK.

Introducing seven new features of the Agentic Shopping Assistant on AWS

Introducing seven new features of the Agentic Shopping Assistant on AWS

Earlier this year, we announced the Agentic Shopping Assistant on AWS, a generative AI-powered solution that helps retailers give online shoppers the kind of expert guidance they would get from a knowledgeable in-store associate. The Agentic Shopping Assistant on AWS brings the expertise and insights behind Amazon’s successful Alexa for Shopping AI assistant to retail customers.

Building AI Agents for Telecom Network Operations

Building AI Agents for Telecom Network Operations

This post shows how to close that gap with AI agents that reason about telecom alarms the way a senior engineer does using a portable, framework-agnostic skill that packages 3GPP standards, vendor equipment procedures, and event correlation patterns into structured domain knowledge. Teams adopt whichever agent framework fits their operating model – Strands Agents, LangChain/LangGraph, or Amazon Bedrock Agents, without rewriting the skill.

EUC 2.0: Why Uncontrolled copilot platforms are Financial Services’ Next Governance Challenge

In this post, we explain why uncontrolled AI agent development on managed copilot platforms is the next generation of EUC risk, why discovery is the prerequisite that most governance frameworks skip, and how a four-tier classification model can help financial institutions capture the productivity gains of citizen AI without repeating the remediation cycles of the past.

Modernize Siemens Teamcenter Infrastructure with Certified Amazon RDS

In the modern manufacturing environment, Product Lifecycle Management (PLM) systems have become essential for competitive advantage. By establishing a single source of truth for product data from initial design through manufacturing, service, and end-of-life, PLM enables manufacturers to make faster decisions, reduce errors, and bring products to market more quickly. For manufacturers using Siemens Teamcenter […]

Best Practices for Securing AWS Payment Cryptography Deployments

Best Practices for Securing AWS Payment Cryptography Deployments

In this post, we explore the security layers you can apply to protect your AWS Payment Cryptography deployment. These layers complement our existing Security Reference Architecture, which provides broader security guidelines for a multi-account environment. This post assumes you have already implemented those guidelines, including AWS IAM Identity Center.