Autonomous Remediation Moves Into the Security Spotlight
Alan Shimel speaks with Curt Aubley, CEO and co-founder of Sevii, during Techstrong TV’s Black Hat 2026 coverage. The discussion focuses on autonomous cyber remediation and why security teams need faster ways to respond to modern attacks. Aubley explains that defenders are facing adversaries that can move at machine speed. Traditional security operations often cannot keep up with that pace.

Sevii is building technology designed to help close that gap. The company’s approach uses agentic AI to support cyber defense, investigation and remediation across enterprise environments. Aubley describes a future where security teams do not only detect problems. They also act quickly, contain threats and reduce risk with greater consistency.
From Military Service to Cybersecurity Leadership
Aubley also shares the career path that shaped his view of cybersecurity. His background includes service as an Army officer, work in federal cybersecurity and leadership roles at major technology and security companies. Those experiences gave him a long view of how cyber operations have evolved. They also shaped his belief that defenders need a new operating model.

The conversation touches on his time at organizations such as Lockheed Martin, Intel, CrowdStrike and Deloitte. Each role added a different perspective on security, infrastructure, scale and execution. Aubley connects those lessons to Sevii’s mission. The goal is to give security teams tools that can act with speed while still supporting governance and contr
Agentic AI Changes the SOC Conversation
Autonomous cyber remediation is not just another layer of automation. Aubley makes a distinction between tools that create more alerts and systems that help complete the work. Security teams already manage complex stacks, rising alert volumes and limited resources. Adding more noise does not solve the problem.

Sevii’s model is built around AI agents that can support detection, hunting, reasoning and remediation. The goal is to help organizations respond faster without forcing analysts to manually drive every step. Aubley says this can help security teams improve response times, reduce operational load and focus people on higher-value work.
Security Teams Need Speed, Trust and Control
Alan and Aubley also discuss the trust challenge around autonomous action. Many organizations want the speed of AI-driven security, but they also need confidence in how decisions are made. That means policy, oversight and governance must be part of the design. Autonomous systems need to support security goals without creating new uncertainty.

For enterprises, the takeaway is clear. AI-powered attacks are changing the pace of cyber defense. Autonomous cyber remediation gives security teams a way to respond with more speed and scale. Sevii’s approach is aimed at helping defenders move from alert overload toward faster, more complete cyber execution.