Monitoring Non-Human Identity Risk in Modern Cloud Environments

Most modern systems now rely more on non-human identities APIs, service accounts, automation tokens, and CI/CD credentials than on human users.

For security and cloud teams here:

How are you currently monitoring behavioral drift or privilege creep in these identities over time?

Do your existing IAM, cloud, or endpoint tools give you clear visibility into machine-driven activity, or does it still require manual investigation after something breaks?

Interested in hearing how different teams are approaching this in production environments.