Identifying resources driving Amazon CloudWatch GetMetricData charges using AWS CloudTrail

Organizations frequently use third-party monitoring tools to retrieve CloudWatch metric data for their dashboards and alerting systems. This practice often leads to significant GetMetricData API usage and results in high CloudWatch costs. A common challenge for cost optimization teams is identifying which specific resources or applications are driving these increased expenses, especially when they’re not directly involved with the operational workflows.