Artificial Intelligence

Giorgio Pessot

Author: Giorgio Pessot

Monitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards

In this post, we present a solution designed to centralize the monitoring of SageMaker Pipelines across AWS accounts and Regions using Amazon CloudWatch custom dashboards. The accompanying GitHub repository provides a customizable AWS Cloud Development Kit (AWS CDK) example of the required infrastructure.

User invitation and authentication process diagram integrating AWS WAF, Amazon Cognito, Amazon CloudWatch, and SageMaker Ground Truth

Create a private workforce on Amazon SageMaker Ground Truth with the AWS CDK

In this post, we present a complete solution for programmatically creating private workforces on Amazon SageMaker AI using the AWS Cloud Development Kit (AWS CDK), including the setup of a dedicated, fully configured Amazon Cognito user pool.

Insights in implementing production-ready solutions with generative AI

As generative AI revolutionizes industries, organizations are eager to harness its potential. However, the journey from production-ready solutions to full-scale implementation can present distinct operational and technical considerations. This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit.