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Which AI governance and security frameworks does Tumeryk support?

Learn how Tumeryk helps organizations operationalize AI governance and security requirements across NIST AI RMF, ISO/IEC 42001, OWASP guidance, the EU AI Act, and CSA RiskRubric™ v2.

Tumeryk is designed to help organizations translate AI governance, risk, security, and compliance requirements into technical assessment, testing, monitoring, and enforcement workflows.

Rather than treating governance frameworks as documentation-only exercises, Tumeryk helps organizations generate measurable technical evidence and apply controls throughout its Discover → Assess → Secure → Govern lifecycle.

Key frameworks, standards, and methodologies supported by Tumeryk include:

NIST AI Risk Management Framework (AI RMF)

Tumeryk supports risk-based AI governance through AI discovery, assessment, measurement, monitoring, and management.

AI Trust Score™ provides measurable technical evidence that can support ongoing AI risk evaluation rather than treating assessment as a one-time compliance exercise.

ISO/IEC 42001

Tumeryk supports enterprise AI management and governance processes through capabilities including:

  • AI asset visibility
  • Risk assessment
  • Defined security and governance controls
  • Continuous monitoring
  • Policy enforcement
  • Audit-ready evidence

These capabilities can support organizations establishing and operating an AI management system aligned with ISO/IEC 42001 requirements.

OWASP guidance for LLM and GenAI security

Tumeryk’s automated red teaming and vulnerability assessment capabilities evaluate AI applications against AI-specific security risks.

Testing can include threats such as prompt injection, sensitive-information disclosure, insecure or unsafe outputs, excessive agency, and other LLM and AI application vulnerabilities.

European Union AI Act

Tumeryk’s risk assessment, transparency, monitoring, governance, and evidence-generation capabilities can help organizations establish technical processes for managing AI systems within emerging risk-based regulatory environments such as the EU AI Act.

Cloud Security Alliance RiskRubric™ v2

Tumeryk worked with the Cloud Security Alliance (CSA) on RiskRubric™ v2, an open, evidence-based methodology for evaluating AI risk.

RiskRubric™ v2 evaluates AI across six pillars:

  • Security
  • Privacy
  • Reliability
  • Safety & Societal Impact
  • Transparency
  • Excessive Agency

Tumeryk helps operationalize the methodology through automated testing and AI Trust Score™, converting assessment evidence into a standardized 0–1000 measure of AI trust.

The RiskRubric ecosystem recognizes Tumeryk as an independent assessment provider, helping organizations apply a consistent methodology across AI models and applications.

From frameworks to technical controls

Tumeryk’s objective is not simply to provide framework mappings. The platform helps bridge the gap between governance requirements and technical AI controls.

Depending on the use case, this can include AI discovery, automated red teaming, quantitative risk measurement, workforce protection, agent access control, runtime guardrails, continuous monitoring, and evidence generation.

This enables security, risk, compliance, and AI teams to use established frameworks as part of an operational and continuously measurable AI governance program.