AIAI Governance StackFree kit

Vijil alternatives

Vijil is trust infrastructure to make enterprise AI agents secure, reliable, and resilient. If it is not the right fit, the tools below solve a comparable problem in Red-Teaming & AI Security, ranked by how closely they overlap on framework coverage and target team.

Why teams look past Vijil

Early-stage vendor; detailed framework mappings and integration list are not extensively documented publicly.

  1. 1. Cranium AI

    End-to-end AI security and governance platform to discover, monitor, red-team and prove enterprise AI

    Best for: Enterprises that need to secure, red-team, and prove governance across internal and third-party AI in one platform

    Frameworks: EU AI Act, NIST AI RMF, ISO/IEC 42001

  2. 2. Mindgard

    Continuous automated AI red teaming and security testing for enterprise AI systems

    Best for: Enterprise security teams needing continuous, attacker-perspective red teaming and testing of LLMs and AI systems

    Frameworks: SOC 2

  3. 3. Protect AI

    End-to-end security for the AI and machine-learning supply chain

    Best for: Security and ML teams needing to scan and defend models, pipelines, and LLM apps across the AI lifecycle

    Frameworks: NIST AI RMF, SOC 2

  4. 4. Robust Intelligence

    AI Firewall and automated model validation to secure AI from build to production

    Best for: Enterprise security and ML risk teams wanting adversarial testing plus runtime protection mapped to AI-security standards

    Frameworks: NIST AI RMF

  5. 5. Promptfoo

    Open-source tool for evaluating and red-teaming LLM apps, agents, and RAG systems

    Best for: Developer teams wanting free, open-source, CI/CD-integrated evaluation and red teaming of LLM apps

  6. 6. Adversa AI

    Continuous AI red teaming for agents, LLMs, and generative AI applications

    Best for: Organizations needing specialist, research-driven adversarial testing of LLMs and AI agents

  7. 7. HiddenLayer

    AI detection and response plus red teaming to protect machine learning models and AI products

    Best for: Enterprises and regulated organizations needing runtime protection and detection for production ML models

  8. 8. TrojAI

    Enterprise AI security combining automated red teaming with real-time application protection

    Best for: Enterprises wanting combined pre-deployment red teaming and runtime AI application protection

AI Governance Tool Selection Kit

A vendor-comparison worksheet plus EU AI Act, NIST AI RMF and ISO/IEC 42001 requirement checklists — so you can shortlist tools against the obligations that actually apply to you.

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