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Agile Artificial Intelligence Governance: A Practical Approach to Responsible Corporate Adoption

Gustavo Adolfo Venegas Olivera · AI Security & Governance Research · Published 2026-03-09

Download PDF DOI Zenodo record
Publisher Zenodo

Open-access preprint published on 2026-03-09 and mirrored with DOI-backed identifiers.

Resource type Preprint

Focused on enterprise AI governance, LLM controls, adaptive monitoring and operational assurance.

License CC BY 4.0

Creative Commons Attribution 4.0 International for broad redistribution with credit.

Research identity 0009-0003-0914-5759

Author profile linked through ORCID and cross-posted across Zenodo, ResearchHub and SSRN.

Abstract

This paper proposes an agile governance framework for artificial intelligence systems in corporate environments. The research explores operational governance layers, risk monitoring mechanisms, and adaptive controls designed for large language model deployments. The framework integrates technical safeguards, organizational policy structures, and continuous monitoring to enable responsible and secure AI adoption in enterprise settings.

Research focus

What this work covers

Operational governance layers

Defines how governance moves from policy statements into runtime controls, evidence and review loops.

Risk monitoring for LLM systems

Frames monitoring as an active layer for safety, misuse, privacy exposure and drift in production.

Adaptive safeguards

Combines technical controls with policy structures so governance can evolve with new AI capabilities.

Keywords

Research domains

  • Artificial Intelligence Governance
  • AI Safety
  • AI Risk Management
  • Machine Learning Governance
  • Responsible AI
  • LLM Security
  • AI Policy
  • AI Governance Framework

Publication footprint

Records and identifiers

Citations

How to cite

APA

Venegas, G. A. (2026). Agile Artificial Intelligence Governance: A Practical Approach to Responsible Corporate Adoption. Zenodo. https://doi.org/10.5281/zenodo.18918455

BibTeX 
@misc{venegas2026agile,
  title        = {Agile Artificial Intelligence Governance: A Practical Approach to Responsible Corporate Adoption},
  author       = {Venegas, Gustavo Adolfo},
  year         = {2026},
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.18918455},
  url          = {https://doi.org/10.5281/zenodo.18918455}
}