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A Governance-Centric Audit Framework for Secure and Responsible Adoption of Generative AI in Enterprise Environments

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A Governance-Centric Audit Framework for Secure and Responsible Adoption of Generative AI in Enterprise Environments
By
Taylor & Francis Online

Ensuring Secure, Compliant and Accountable Enterprise AI Deployment

Generative AI is revolutionizing how enterprises operate, becoming an integral part of key processes like customer service automation and regulatory reporting. However, its rapid adoption has outpaced traditional governance and audit frameworks, leaving organizations vulnerable to risks such as unauthorized AI manipulation, inaccurate outputs in high-stakes contexts, and compliance failures. A structured and actionable governance framework is essential for ensuring secure and responsible AI integration to address these challenges. Organizations can effectively safeguard their operations while maximizing the benefits of generative AI technologies by focusing on real-time monitoring, proactive risk management and automated compliance validation.

This information is especially critical now, as regulatory bodies worldwide impose stricter requirements for AI accountability and transparency. Enterprises must prioritize skills like continuous auditing, explainability validation and risk detection to stay ahead of evolving threats and compliance obligations. Practical strategies include implementing tools to monitor AI activity, validate outputs for accuracy, and automate compliance checks against global standards. Adopting AI responsibly is about building trust, ensuring accountability, and creating resilient systems that align with organizational goals and regulatory expectations.

Key Takeaways:

  • A unified approach to governance helps mitigate risks while unlocking AI’s potential.
  • Real-time monitoring and proactive auditing enhance operational visibility and accountability.
  • Automating regulatory compliance ensures alignment with global standards effortlessly.
  • Scalable frameworks prepare organizations for future advancements in AI technologies.

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