Field notes on the consequences of AI: for the network, the security team, the data center and the people who answer for it. The questions worth asking before they’re obvious, with the evidence and our view.
ArticleAI assurance8 min read
Boards say they can’t see whether AI is paying off. The fix isn’t a better dashboard. It’s a different person holding the pen, and ten questions they should ask before the next renewal.
Score any AI tool, pilot or agent in 45 minutes, before you renew it, scale it or report it to the board. 12 pages.
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ArticleAISecurity
Boards say they can’t see whether AI is paying off. The fix isn’t a better dashboard. It’s a different person holding the pen, and ten questions they should ask before the next renewal.
Evidence: PwC Directors Survey 2026 · EY AI Risk & Governance 2026 · Atlassian
Field guideAISecurity
Glappy Field Guide #1. Score any AI tool, pilot or agent in 45 minutes: the 10-line scorecard, what counts as evidence, a 30-day proof plan, a renewal gate checklist and a one-page board template.
Evidence: 12 pages · PDF · free with work email
LinkedIn noteAI
Procurement and pilots create the feeling of progress. Assurance creates the right to scale. The first ‘Bought vs Proven’ dispatch.
Evidence: Atlassian (94% use AI / 6% can scale it) · OECD Digital Government Outlook 2026
LinkedIn noteInfrastructureNetwork
South Korea is putting roughly $1B into physical AI for manufacturing. When AI leaves the laptop, the failure modes are network, safety and who is allowed to stop the line.
Evidence: Seoul Economic Daily, Korea MSIT physical-AI program (1.4131T won, 2026–2030)
LinkedIn noteAI
Individual contributors get speed. Managers inherit outcomes they may not see. Without a governed agent surface, middle management becomes the blame sink.
Evidence: Cisco MyAgent rollout (~90,000 employees) · Atlassian Agentic Pivot
LinkedIn noteGovernmentAI
AI is used in at least one area of government in 97% of OECD countries. Only 39% require a risk assessment before deployment, and 31% audit afterwards.
Evidence: OECD Digital Government Outlook 2026
LinkedIn noteAI
Code volume is rising. Review, context and governance are not. The question has moved from ‘can AI write code?’ to ‘who owns quality when it writes half of it?’
Evidence: Atlassian 2026 AI SDLC study · The Agentic Pivot
LinkedIn noteAISecurity
CIOs are starting to treat agentic AI as a new class of insider. Accountability is moving from model-safety essays to named owners across the business, not just IT.
Evidence: Fortune, 16 Sep 2026 (quoting PwC’s global chief AI officer)
LinkedIn noteAISecurity
91% of large-company AI leaders say they use agentic AI; 49% haven’t updated governance for it, and 26% can’t detect unauthorized agents at all.
Evidence: EY US AI Risk and Governance Survey, 15 Sep 2026 (n=202)