Is trust holding back automated remediation?
The “AI trust paradox” in cybersecurity goes like this: organizations invest in AI automation, then hold back from fully implementing it. Yet as attackers continue to use AI to move faster, defenders need to leverage AI to fix things as fast as it finds them.
In this episode, Tyler Shields, Chief Marketing Officer at Allstacks and a cybersecurity industry analyst with more than 25 years advising security vendors and teams, shares the steps needed to build trust in autonomous remediation without sacrificing human judgment and control.
You’ll learn:
- How enterprise-specific context, not just CVE severity, should drive AI-based prioritization
- Where to automate with no human in the loop, and where risk still demands human sign-off before anything ships
- Why Tyler recommends tackling one flaw class at a time (not a full autonomous rollout), and how to avoid a key mistake CISOs make when communicating to the board
Why stick around:
Get a practical starting point for automated remediation in your organization and the trust-building playbook Tyler borrows from an unlikely source, Windows auto-updates.
Episode resources:
- https://www.allstacks.com/
- The Enterprise Guide to Governing Autonomous AI Agents: https://go.trendaisecurity.com/ai-agent-governance
- Aftershocks: The Hidden Cost of Speed at Scale — 1H 2026 State of AI Security: https://go.trendaisecurity.com/state-of-ai-security-1h2026
- Tyler Shields on LinkedIn
- Dustin Childs on LinkedIn
- Johnny Hand on LinkedIn
- TrendAI on LinkedIn
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