NAMRC54, Penn State University ยท Jun 2026

Governance Twin Framework: Sentinel+Council Architecture for Agentic AI Systems in Digital Twin-Enabled Predictive Maintenance

Presents the Governance Twin framework with Sentinel+Council architecture applied to agentic AI systems operating within digital twin-enabled predictive maintenance environments. Accepted for publication and presentation, co-authored with N. P. Greis and R. Doten.

Concepts

  • Governance Twin
  • Sentinels
  • Council
  • Digital Twin
  • Agentic AI

Keywords

  • Predictive Maintenance
  • Manufacturing
  • Digital Twin
  • Agentic AI

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Govern what you deploy.