Intelligence Scarcity: Underserved Cybersecurity Problems for AI Innovators
Intelligence Scarcity: Underserved Cybersecurity Problems for AI Innovators TL;DR: AI investment in cybersecurity is crowding into triage, automation, and agentic response, all of which assume a foundation most enterprise environments don't have. The foundational problems that have resisted solution for 30 years are exactly where AI changes the economics, and the enterprises that need them are already your customers. As an advisor, part of what I do is help security organizations charter a vision of future capability: identifying what's worth building, what's worth buying, and what the market hasn't gotten around to selling yet. That last category is where this post lives, a practitioner's account of real problems, in real enterprise environments, that AI is well-positioned to solve and that nobody seems to be pitching in their visions of the future. The thesis is in the title. Intelligence scarcity was the actual blocker: not the security logic, which has been und...