AI Security Gateway™ vs Continuous Red Teaming: Side-by-Side Comparison (2026)

AI Security Gateway™: OpenAI-compatible proxy for LLM DLP, PII redaction, and cost governance. built by AI Security Gateway. Core capabilities include 28+ PII entity type detection and redaction using NLP, Image OCR scanning for PII in vision requests, Prompt injection and jailbreak blocking..

Continuous Red Teaming: Continuous red teaming platform for testing and securing LLM agents. built by Giskard. Core capabilities include Dynamic multi-turn attack generation using AI red teamer, Context-aware attacks using internal business data, Black-box testing via API endpoint access..

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

AI Security Gateway™ differentiates with 28+ PII entity type detection and redaction using NLP, Image OCR scanning for PII in vision requests, Prompt injection and jailbreak blocking. Continuous Red Teaming differentiates with Dynamic multi-turn attack generation using AI red teamer, Context-aware attacks using internal business data, Black-box testing via API endpoint access.

AI Security Gateway™ is developed by AI Security Gateway founded in 2025-01-01T00:00:00.000Z. Continuous Red Teaming is developed by Giskard. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

AI Security Gateway™ and Continuous Red Teaming serve similar LLM Guardrails use cases. Review the feature comparison above to determine which fits your requirements.