AWS for Industries
Category: Amazon Bedrock AgentCore
How CTBC Bank modernizes mainframe reverse engineering with a multi-agent pipeline on Amazon Bedrock AgentCore
CTBC Bank moved COBOL reverse engineering for its core-system modernization from a single AI agent to a governed multi-agent pipeline on Amazon Bedrock AgentCore. A Supervisor coordinates seven single-responsibility sub-agents with quality gates checked in code, delivering an about fourfold efficiency gain with the audit trail a regulated bank needs.
Reinventing software delivery with AI-SDLC on Amazon Bedrock AgentCore
Verisk partnered with AWS to build AI-SDLC: specialized AI agents spanning requirements, grooming, development, code review, and QA on Amazon Bedrock and Amazon Bedrock AgentCore, with people reviewing and approving the work at each stage. See the architecture, early productivity gains, and lessons from a regulated insurance environment.
Automating incident resolution with a multi-agent self-healing SRE solution on AWS
Large enterprises across the world are looking to minimize effort, time, and cost for Site Reliability Engineering (SRE) and operations for their huge workloads, so they can channel resources towards innovation and productivity instead. At Daimler Truck, one of the largest commercial automotive manufacturers of the world, the IT Aftersales team worked with AWS Partner […]
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.
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
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.
From Days to Minutes: How we built Multi-Agent KYC/KYB on AWS
This post documents a working system. Five KYC/KYB checks, each with its own agent architecture, prompt methodology, and failure modes. We built it, ran it, broke it, fixed it, and are publishing the full method so you can build your own.
Reducing paint shop downtime with Industrial Data Fabric on AWS
Reducing unplanned downtime in automotive paint shops requires unifying siloed operational data into a contextualized fabric that enables AI-driven root cause analysis and anomaly detection. Today, when a paint shop line goes down, the industrial engineer must manually correlate data across Supervisory Control and Data Acquisition (SCADA) systems, Manufacturing Execution Systems (MES) platforms, downtime logs, […]
Aligning AWS to MPA security best practices for media archives – Part 3
This is part 3 of our three-part series on how Amazon Web Services (AWS) aligns with MPA Content Security Best Practices with a particular focus on media archives.









