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GuildCon · October 2025

Navigating into the Agentic AI Era

A practitioner's roadmap for moving organizations from predictive ML and generative AI into autonomous, agentic systems — covering reference architectures, MCP-secured tool access, evaluation harnesses, governance, and the leadership shifts required to operate AI safely in regulated environments.

Agentic AIGenerative AILeadershipArchitecture

Keynote at GuildCon on the architectural and organizational evolution from predictive ML → GenAI → Agentic AI.

Themes:

  • Autonomy boundaries for AI in regulated environments
  • Reference architectures for agentic systems at enterprise scale
  • Governance, evaluation, and audit patterns
  • Leadership posture shift required to operate AI safely