Recent Writings
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30-Second Perspectives A 30-Second Perspective on pre-processing governance and the gap at the bottom of the enterprise AI stack. At Knowledge 2026 this week, ServiceNow is demonstrating what a mature AI governance architecture looks like inside the platform. Four enforcement planes, clearly defined. Model governance, agentic execution, identity and access, policy and accountability, each mapped…
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The ServiceNow Australia release shifts AI governance from policy to enforcement — blocking unapproved agents at the infrastructure layer, not flagging them after the fact. This decision-grade synthesis covers what materially changes from Zurich, seven critical gaps that remain, and a phased roadmap structured by role for CISOs, architects, AI engineers, and TPMs. GA target:…
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The more autonomous the AI agent, the harder the constraints need to be. Here’s why governance means enforcement, not monitoring.
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Autonomous AI doesn’t mean unsupervised. Most organizations grant agents decision authority without defining accountability—here’s what proper supervision requires.




