For manufacturers, the hardest part of moving to AWS is deciding which systems can move without increasing operational risk, which need to remain close to production, and how to complete the migration within limited maintenance windows.

The decision often arrives with a deadline, whether that’s hardware reaching end of life, a data center agreement coming up for renewal, a facility closing,a recovery incident exposing how much of the business depends on aging infrastructure. 

Best practices for S3 ingestion, Redshift access, multimodal content, and retrieval at scale

Many Amazon Bedrock implementations start with what looks like a straightforward goal: connect structured and unstructured data sources, make them accessible to a foundation model, and enable natural language interaction. What becomes clear very quickly is that the quality, reliability, and cost of the solution depend heavily on decisions made at the data layer (not in the model or prompt design).

Seven technology leaders explain how they centralize AMI builds, manage versioning and patching, and control stale images across multi-account AWS environments. 

Cloud operations teams that automate their single most repetitive, highest-friction manual task before chasing more complex systems see the fastest and most durable gains, based on strategies shared by 13 technology leaders for this piece.
 

Cloud operators, founders, and IT leaders share how they're managing cloud storage costs. From data-driven access audits to lifecycle automation to the forgotten capacity reservations hiding outside the standard cost report, here's what's working... and what's not.
 

Understanding Cloud Cost Optimization

Cloud cost optimization means getting the most business value from every dollar spent on cloud services. It’s all about ensuring that your infrastructure delivers measurable value. When teams align architecture, operations, and business outcomes, cost reduction becomes a natural outcome of efficiency.
 

Explore essential cloud migration and modernization strategies. You'll learn:

• Why most cloud migrations fail and common pitfalls to avoid
   

• A practical framework for migration and modernization that works across AWS and Azure
   

In today’s cloud-first world, designing infrastructure that is both secure and cost-efficient is a top priority for any organization building on AWS. Whether you're launching a startup, modernizing legacy systems, or scaling enterprise workloads, getting the architecture right from the start is critical.

Introduction

An important pillar of the AWS well-architected framework, cost optimization is one of the most popular, and pertinent objectives in cloud computing today. This article covers the principles of cost optimization and technical must-do’s to achieve a cost optimized infrastructure.
 

Definition of cost optimization

Cost optimization means delivering business outcomes at the lowest price point possible.

AI Trends Shaping the Next Era of Innovation

Learn how AWS has lowered barriers to AI adoption, providing scalable solutions that empower both startups and enterprises to integrate advanced AI capabilities, fundamentally changing the way we work.