A financial services organization tested Bishop Fox's Cosmos AI platform against a realistic application to answer one question: what does AI-powered penetration testing actually deliver? In 3 hours and 17 minutes, Cosmos AI surfaced 35 candidate findings — including a $1M negative transfer exploit and a race condition that multiplied funds 5× — that conventional scanners cannot test for. After expert triage, the client received 20 confirmed vulnerabilities and zero false positives.

In this Initial Access podcast episode, we examine how attackers are inheriting access through trusted systems, default permissions, and unpatchable infrastructure.

In this Initial Access podcast episode, we examine how attackers are turning normal workflows and trusted systems into reliable paths for initial access as exploitation timelines continue to shrink.

Before releasing AI-developed software, use our recommended security guardrails checklist to learn how to constrain generated code, enforce security controls, and prevent silent risk from prompt to production.

Get a practical look at Cirro with creator Leron Gray, a new open-source tool for modeling Azure and Entra ID environments as relationship graphs to make privilege and attack paths easier to understand.

Trained people, strong controls, still getting fooled? This session breaks down how modern social engineering exploits trust and urgency, and what actually works to stop it.

In this Initial Access podcast episode, we explore how attackers are collapsing timelines and exploiting trust relationships, turning developer environments into the fastest path to full compromise, and where defenders still have room to slow them down.

In this Initial Access podcast episode, we examine how attackers are gaining initial access through social engineering, identity abuse, and vulnerable edge infrastructure.

Rebuilding in AWS gave LastPass a clean slate, but it also meant getting the architecture right. To be sure their security boundaries would hold, they partnered with Bishop Fox to test their cloud environment under realistic conditions and strengthen it where it mattered most.

In this Initial Access podcast episode, we cover AI coding agents operating inside developer environments, automated attack platforms accelerating exploitation cycles, long-lived connected devices exposing unexpected telemetry risks, and why identity systems remain the primary entry point for attackers.

A major airline technology platform turned to Bishop Fox after routine assessments kept missing the mark. What followed revealed unauthorized PCI database access, misconfigured IAM roles spanning hundreds of instances, and lateral movement across Active Directory domains — driving immediate remediation and stronger customer trust.

In this Initial Access podcast episode, we cover autonomous vulnerability discovery, AI agents that ignore instructions, and why models are becoming strategic national assets.