Cybersecurity
Cybersecurity faces a structural crisis: AI-powered offensive capabilities are scaling faster than defensive responses, the talent gap is widening to 4M+ unfilled positions, and platform consolidation is the only viable enterprise strategy.
Category overview
AI-powered attacks outpace defensive capabilities. Machine identities outnumber humans 82:1. The CEO doppelganger attack (AI-generated real-time replicas) represents a new threat category. 4M+ unfilled cybersecurity positions globally. Platform consolidation (Palo Alto, CrowdStrike, Zscaler) is the only viable enterprise strategy against the complexity and talent shortage.
The full signal stack, KPIs and catalysts — live.
Every position is backed by talent flows, research and patent velocity, operational signals and a dated catalyst calendar. Log in to CanaryIQ to read the full analysis behind the verdict.