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).

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.
 

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.

Managing large datasets is not only an operational issue, but a financial one as well.

S3, Athena, and Glue, in particular, provide a reliable solution to handling ballooning costs.

Achieving long-term cost optimization as a business scales may mean moving to other AWS services.
 

Understand the latest market demands for cloud management software.

This article explores the benefits of procuring SaaS through AWS Marketplace and what to look for in AWS cloud management tools.

Learn how Kalos' innovative features and proven value across teams is making it a standout tool for AWS users.