AIAI Governance StackFree kit

HiddenLayer alternatives

HiddenLayer is aI detection and response plus red teaming to protect machine learning models and AI products. 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 HiddenLayer

Historically ML-model centric; buyers seeking full agentic AI governance or compliance certification may need complementary tooling.

  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. Vijil

    Trust infrastructure to make enterprise AI agents secure, reliable, and resilient

    Best for: Teams building enterprise AI agents that need lifecycle testing, hardening, and trust evidence

  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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