
The rapid evolution of sophisticated cyber threats in 2026 demands a fundamental shift from manual oversight to autonomous defense mechanisms that can match the speed of modern attackers. Traditional penetration testing often relies on periodic assessments conducted by human teams, creating significant windows of vulnerability between scheduled audits. As enterprise architectures become increasingly fragmented across multi-cloud environments and decentralized edge










