Field Notes
Practical notes on systems, governance, and implementation reality.
Short essays, implementation patterns, and working observations from the space between application architecture, cybersecurity governance, and organizational execution.
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Your AI Strategy Is Not an AI Roadmap
An AI roadmap tells you what to implement and when. An AI strategy determines where AI can create enterprise value, which capabilities matter, and why the investment deserves to be made.
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AI Governance, Artificial Intelligence, Data Governance, Enterprise Architecture, Enterprise Governance, Information Governance
The Governed Intelligence Enterprise
The Governed Intelligence Enterprise connects trusted information, AI, decision authority, actions, and evidence into one accountable system for defensible outcomes.
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The Data-Ready Enterprise
A data-ready enterprise does more than make information available. It makes data discoverable, trustworthy, governed, evidenced, AI-ready, and dependable for consequential decisions.
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Measuring Data Governance Without Fooling Yourself
Data governance dashboards can look impressive while measuring activity instead of effectiveness. Better metrics reveal trust, accountability, risk reduction, and decision outcomes.
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AI Governance, Data Governance, Enterprise Architecture, Enterprise Governance, Information Governance
From Data Catalog to Evidence System
Data catalogs tell enterprises what data exists. Evidence systems go further by connecting ownership, quality, controls, AI use, decisions, and outcomes to proof of governance.
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AI Governance, Compliance, Data Governance, Enterprise Governance, Information Governance, Risk Management
Data Governance Needs Evidence, Not Policies
Policies define what data governance should do. Evidence demonstrates what actually happened, who made the decision, which controls operated, and whether governance can be defended.
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AI Governance, Artificial Intelligence, Data Governance, Enterprise Governance, Information Governance, Third-Party Risk Management
Third-Party Data Is Still Your Governance Problem
Third-party data may originate outside the enterprise, but accountability does not. Organizations must govern its provenance, quality, permitted use, lineage, and decision impact.
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Inside NC State’s Nuclear Reactor: From the Power of the Atom to Plasma Lightsabers
A firsthand NCER tour of NC State’s PULSTAR reactor and plasma labs reveals research spanning nuclear energy, fusion, semiconductors, spectroscopy, and medicine.
