Trailox

The Access Intelligence Blog

Who touched your data, what your AI agents read, and what the logs prove. Technical writing on S3 access-log security, detection, and evidence.

FEATURED
S3 Access Logs: Why They Never Reach Your SIEM
Threat Detection & DDR8 min read

S3 Access Logs: Why They Never Reach Your SIEM

S3 access logs record who read every object, but at terabyte scale, per-gigabyte SIEM ingestion makes full coverage a six-figure line item, so teams drop them. Here is why, and how to keep read visibility without the ingestion tax.

T
Trailox Team
Jul 16, 2026
Read article
ALL POSTS
Identity & Workloads

IAM Monitoring for AWS Data Teams: Who Is Accessing What and With What SDK

Identity & Workloads7 min read

IAM Monitoring for AWS Data Teams: Who Is Accessing What and With What SDK

IAM roles, SDK versions, access frequency, and bucket boundaries, most data teams have no visibility into this layer until something goes wrong. Here's how to build that picture from S3 access logs.

T
Trailox Team
Jun 24, 2025
Read article

Start with proof,
not a pitch.

Scoped read-only role, 30-day lookback, results in 48 hours.

Get a DemoSee what we detect →