Relevant Papers


Foundational References

Dignum, V., & Dignum, F. (2025). Agentifying agentic AI. arXiv preprint arXiv:2511.17332v1. https://arxiv.org/abs/2511.17332

Rao, A. S., & Georgeff, M. P. (1995). BDI agents: From theory to practice. In Proceedings of the First International Conference on Multi-Agent Systems (ICMAS-95) (pp. 312-319).

Wooldridge, M. (2009). An introduction to multiAgent systems (2nd ed.). Wiley.

PDCA and AI Adoption

InfoQ. (2025, October 20). A Plan-Do-Check-Act framework for AI code generation. https://www.infoq.com/articles/PDCA-AI-code-generation/

KPI Fire. (2025, October 14). From hypothesis to value: Applying PDCA to AI initiatives. https://www.kpifire.com/blog/applying-pdca-to-ai-initiatives/

OrcaLean/Solvonext. (n.d.). Integrating AI into DMAIC and PDCA: A practical framework. https://www.orcalean.com/article/integrating-ai-into-dmaic-and-pdca:-a-practical-framework

Sousa, A. (2024, August 21). The PDCA cycle: Drive continual improvement in AI management. Medium. https://medium.com/@antonisousa/the-pdca-cycle-drive-continual-improvement-in-ai-management-156918f0a6a9

Agentic AI Governance

Credo AI. (2025). From assistant to agent: Navigating the governance challenges of increasingly autonomous AI [White paper]. https://www.credo.ai/resources/longform/from-assistant-to-agent-navigating-the-governance-challenges-of-increasingly-autonomous-ai

IBM. (2025, November 18). AI agent governance: Big challenges, big opportunities. https://www.ibm.com/think/insights/ai-agent-governance

KPMG. (2025, September 15). AI governance for the agentic AI era. https://kpmg.com/us/en/articles/2025/ai-governance-for-the-agentic-ai-era.html

OpenAI. (2025). Practices for governing agentic AI systems [White paper]. https://cdn.openai.com/papers/practices-for-governing-agentic-ai-systems.pdf