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All issuesVolume 340, Issue 4IT NewsSecurity

Your Security Stack Needs AI Observability to See What AI Is Really Doing

FireTail, Wednesday, July 22nd, 2026

Organizations lack visibility into AI usage across employee tools and internal applications, creating security gaps.

FireTail addresses the AI visibility problem through two collection pipelines: workforce observability for employee-used tools and workload observability for internal AI systems.

Existing security tools cannot detect AI activity because it operates outside traditional file and network monitoring channels.

The platform normalizes provider data into a single audit trail so security, compliance and finance teams can track usage, detect sensitive data exposure and control costs.

A unified record provides defensible answers for audits and regulatory compliance while revealing shadow AI usage.

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