See exactly which IAM roles hit which buckets, prefixes, and operations, down to the object level. No sampling. No blind spots. No agents.
CloudTrail is sampled and lossy
High-volume access patterns get compressed. New principals appear without context. You find out what happened on your AWS bill.
IaC drifts silently
Terraform applies happen at odd hours, some get rolled back. Live access diverges from declared infra and nobody notices until an audit.
New services start writing without warning
A new role appears, dumps 8 TB to a bucket nobody owns, and you see it on the AWS bill, three weeks later.
"We watch actual behavior, not just config. That's a completely different signal."
Head of Infrastructure Security
E-commerce, $400M ARR
How a platform team discovered four Glue ETL pipelines silently reporting success while writing zero bytes, caught via S3 write pattern anomalies, not query failures.
5-minute setup. No agents. Object-level, not bucket-level.
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