Resources
Someone had to say it
Observations, bold claims and product thinking

Field notes
Jul 22, 2026
Data risk needs operating controls, not more policy
Policy tells us what should happen. Controls make it happen, become measurable, and provable. If unstructured data is the generally the main course for AI initiatives, we might be overdue for a controls library for data risk?
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Data risk decisioning, ADRM, Data governance, AI governance, Agentic AI
Jul 22, 2026
The Seven Strands of a Defensible Decision
Detection got fast. Deciding didn't. Here's what a data risk decision has to be made of to hold up in the AI era, one strand at a time.
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AI
Jul 22, 2026
Did AI break data governance?
No. Data governance was already too slow to decide at the speed data moves. AI made that undeniable.
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What is NOOTRON?
What is Adaptive Data Risk Management?
Does NOOTRON replace Microsoft Purview, my DLP, or my DSPM?
How is NOOTRON different from a SOAR platform?
How is NOOTRON different from Security Copilot for Microsoft Purview?
Is NOOTRON like Torq or Prophet AI?
Who is NOOTRON for?
How do I get access to NOOTRON?
