Practitioner writing on early warning, threat intelligence, resilience, and AI agents in cyber operations. Organized around four topic clusters.
Why early warning matters for public-sector and critical-infrastructure resilience.
Translating CTI into business and policy value for boards and regulators.
Resilience as a strategic operating goal, not just a technical aspiration.
AI agents and automation as a primary area of expertise in early warning and resilience.