AWS data lakes require real-time monitoring as their complexity increases to maintain reliable data pipelines. The combination of Datadog for AWS service monitoring and Microsoft Teams as an alerting platform enables efficient incident response. Integration Overview Datadog + AWS: To activate AWS integration in Datadog you need to set up an IAM role. The system should gather metrics and logs from Glue and Lambda and S3 services. The Datadog Forwarder Lambda functions to transmit CloudWatch logs. Datadog Monitors: Create monitors for: Alerting via Microsoft Teams: Best Practices Example Alert (in Teams): The integration enables your team to discover and fix problems such as ETL job failures and delayed ingestion data as soon as they occur to maintain healthy pipelines and informed teams.