Robust Intelligence - 2026 Pricing, Features, Reviews & Alternatives

Robust Intelligence is an end-to-end AI application security platform designed for enterprise organizations deploying AI at scale. The platform addresses security, safety, and compliance risks across the full AI lifecycle through two core components. AI Validation automates the evaluation of AI models, datasets, and files for security and safety vulnerabilities prior to deployment, determining the guardrail configurations required for secure production release. AI Protection, functioning as a model-agnostic AI Firewall, provides real-time input and output filtering for LLM-powered applications in production, blocking prompt injection, PII extraction, harmful content, and other integrity, privacy, abuse, and availability violations. Threat intelligence policies are updated automatically via a continuous pipeline. The platform is available as a cloud deployment (with AES-256 encryption at rest, TLS in transit, RBAC, SSO via OIDC, workspace isolation, and SOC 2 Type II compliance) and as a self-hosted enterprise deployment, with both options supporting the full feature set.

Robust Intelligence serves security teams, data science teams, and compliance teams across financial services, insurance, technology, government and defense, HR technology, and e-commerce. AI Stress Testing runs hundreds of pre-configured unit tests across models and datasets, measuring robustness across security, ethical, and operational risk categories before deployment. Continuous and scheduled stress testing monitors production models at configurable intervals, surfacing data drift, performance degradation, and adversarial attacks with automated root cause analysis. Algorithmic red teaming sends thousands of adversarial inputs to target models and automatically analyzes susceptibility across hundreds of attack techniques and threat categories, treating models as black boxes to support framework-agnostic integration.

AI Compliance Management translates statistical test results into outputs mapped to NIST, MITRE ATLAS, and OWASP LLM Top 10 frameworks, and generates automated model cards for internal and external documentation. An AI Risk Database, co-developed with external contributors, supports AI supply chain risk evaluation. Robust Intelligence was acquired by Cisco in October 2024.