Engineer Plants AI Bait to Catch Unauthorized Data Snooping

Alex, a MedTech engineer, built a shadow AI training pipeline with an invisible watermark to detect unauthorized data access. The trap caught three training records flowing to an external S3 bucket belonging to ACL, a monitoring vendor. The incident reveals how insiders can exploit CI/CD systems to expose data leaks that evade standard alerts.