Aiceberg Risk Signals Library vs Zscaler SPLX AI Runtime Threat Inspection: Side-by-Side Comparison (2026)

Aiceberg Risk Signals Library: Library of AI threat detection signals for securing generative AI models. built by Aiceberg. Core capabilities include PII detection and protection, PHI detection for healthcare data, PCI data detection for payment information..

Zscaler SPLX AI Runtime Threat Inspection: Analyzes AI interaction logs for near real-time threat detection in GenAI apps. built by SPLX. Core capabilities include LLM log analysis and scanning, 25+ AI threat detectors, JSON log file upload..

Both serve the LLM Guardrails market but differ in approach, feature depth, and target audience.

Aiceberg Risk Signals Library differentiates with PII detection and protection, PHI detection for healthcare data, PCI data detection for payment information. Zscaler SPLX AI Runtime Threat Inspection differentiates with LLM log analysis and scanning, 25+ AI threat detectors, JSON log file upload.

Aiceberg Risk Signals Library is developed by Aiceberg. Zscaler SPLX AI Runtime Threat Inspection is developed by SPLX. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aiceberg Risk Signals Library and Zscaler SPLX AI Runtime Threat Inspection serve similar LLM Guardrails use cases: both are LLM Guardrails tools. Review the feature comparison above to determine which fits your requirements.