AI Governance04 Aug 2026
Trusting the Machine
When it is safe to let AI act in your SOC — and when it is not. An honest paper from a vendor with skin in the game.
Read paper · 7 minCounterShadow Whitepapers
Research on autonomous security operations
In-depth papers on the economics of the SOC, the limits of playbook automation, and what autonomous response has to deliver before a security leader should trust it.
Latest paper
Trusting the Machine
04 Aug 2026 · 7 min read
When it is safe to let AI act in your SOC — and when it is not. An honest paper from a vendor with skin in the game.
Read the paperLibrary
All whitepapers
Managed Services03 Aug 2026
The Analyst-Shaped Hole in MSSP Margins
Why managed security economics stopped working, and what AI responders change for multi-tenant operations
Read paper · 7 minIncident Response28 Jul 2026
When the Attacker Is an Agent
Incident response was designed for human adversaries. The adversary has changed.
Read paper · 8 minThreat Landscape21 Jul 2026
The Zero-Day Flood
What AI-discovered vulnerabilities do to twenty years of defensive assumptions
Read paper · 8 minCompliance23 Jun 2026
The Compliance Clock
NIS2, DORA and GDPR set deadlines in hours. Work backwards from them and see what your SOC actually has to do.
Read paper · 7 minResearch09 Jun 2026
The Response Gap
Why security operations solved detection but not response — and what closing the gap now takes
Read paper · 16 min