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industry reportChapter 6Eigenvector Research · 2025

Agentification Factory: A Methodology for Systematic Enterprise Agent Development

Marco van Hurne (Eigenvector Research)

Abstract

We present the Agentification Factory methodology for systematically developing enterprise AI agents at scale. The factory model provides repeatable processes for agent design, testing, deployment, and governance.

Eigenvector Insight — Zone III / PASF-PADE AnalysisNot part of the original paper
Eigenvector Research — Marco van Hurne
How this paper contributes to solving the Zone III problem (PASF-PADE)

The Agentification Factory is the operational model for Zone III at enterprise scale. Rather than building each agent as a bespoke project, the factory model provides the repeatable processes needed to deploy dozens of agents across an enterprise.

Why AI is not sufficient for Zone III without this

Zone III refers to high-complexity, high-risk, long-running agentic workflows — the class of enterprise AI deployments where a single failure can cascade across hundreds of steps. Standard AI models, trained to predict the next token, are not inherently designed for durable, governed, multi-step execution. This paper addresses one or more of the structural gaps that make Zone III deployments unsafe without explicit architectural intervention.

Key Contributions

  • →Agentification Factory methodology
  • →Repeatable agent development process
  • →Enterprise-scale deployment framework

Topics

agentificationenterprise developmentfactory methodologysystematic deployment