Data as of Sep 26, 2026 · Based on 4,029,442 AI responses across 13,338 prompts · See how Parse measures this
The market map · 5 of 100 labelled
LLM Firewall and Guardrail Platforms →Where Cisco AI Defense ranks in AI
Adversarial Robustness Toolbox is the top alternative to
Cisco AI Defense
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Excerpts where Cisco AI Defense appeared in the AI's answer
Cisco AI Defense (formerly Robust Intelligence) — Extends automated AI validation and production protection.
Cisco AI Defense — compelling for a large enterprise that wants automated model validation integrated with a broader security stack.
Excerpts where Cisco AI Defense appeared in the AI's answer
Cisco AI Defense (incorporating Robust Intelligence) : A pioneer in algorithmic red teaming and runtime protection.
Cisco AI Defense (formerly Robust Intelligence): Focuses heavily on continuous AI model validation, stress-testing for failure modes/adversarial inputs, and generating a quantitative robustness score before models reach production.
Excerpts where Cisco AI Defense appeared in the AI's answer
Cisco AI Defense / Robust Intelligence — enterprise AI security with automated testing alongside runtime controls.
Cisco AI Defense (formerly Robust Intelligence): Enterprise security suite featuring automated algorithmic red teaming
Excerpts where Cisco AI Defense appeared in the AI's answer
Cisco AI Defense: Uses AI-powered tools to perform automated red teaming and implement guardrails that block prompt injection, code detection, and PII leakage.
Excerpts where Cisco AI Defense appeared in the AI's answer
Cisco AI Defense — an enterprise AI-security platform with prompt inspection/defense capabilities; it is also integrated as an input-protection option in NVIDIA's guardrail ecosystem.
Cisco AI Defense: Provides an inspection API that analyzes prompts for injection attacks