AI Detection and Response (AIDR) vs Polymer AI Security: Side-by-Side Comparison (2026)

AI Detection and Response (AIDR)

Enterprise and mid-market security teams deploying AI agents across multiple environments need AI Detection and Response because shadow AI and data leakage through LLMs represent detection gaps your existing stack won't catch. Zenity covers the full monitoring lifecycle from asset discovery through incident response with compliance tracking built in, addressing the ID.AM through DE.AE chain that traditional security tools skip entirely. This isn't for organizations still piloting a single internal AI app; AIDR assumes you're already managing a sprawl of SaaS agents, custom applications, and device-based models that your SIEM doesn't see.

Polymer AI Security

Security teams protecting SaaS environments where AI agents access sensitive data should pick Polymer AI Security for its identity-aware access control that treats AI identities as seriously as human ones, a gap most runtime platforms ignore. The platform maps audit logs directly to HIPAA, SOC 2, CCPA, and GDPR without manual translation, and its shadow AI detection catches unauthorized LLM usage before it becomes a breach. Not the fit for organizations still running primarily on-premises infrastructure or those needing broader vulnerability management beyond data access and classification.