Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI workflow automation: what enterprise teams need that consumer tools miss

Most enterprise teams already run some form of workflow automation. The question is whether it can hold up when an AI step makes decisions within the chain, an auditor asks for a trail, and three teams need to build on each other's work without stepping on governance. That is where consumer-grade tools and enterprise-grade platforms part ways. The gap is architectural, not a feature lag, which is why it cannot be retrofitted.

The US Has a New AI Security Blueprint: Here's What It Actually Means

The Trump administration has spent much of its second term removing regulatory constraints on AI development. On June 2, it added one back voluntarily and carefully. Earlier this week, President Trump signed "Promoting Advanced Artificial Intelligence Innovation and Security" after months of internal debate, a last-minute pull of the signing in May, and a compressed final timeline. The result of this tumult is an order that strikes a deliberate balance.

Least Privilege Isn't Enough for AI Agents. You Need Least Agency.

Least privilege is foundational. It's been a core security principle for decades, and it's no less relevant in agentic AI environments. An agent shouldn't hold permissions beyond what its task requires, and remediating over-permissioned agents is one of the highest-value quick wins available to any agentic AI security program. But here's what the security industry has been slow to acknowledge: correctly implemented least privilege still isn't sufficient.

Looks Can Be Deceiving: Silent Overwrite of Agent Skills

Agent skills are the newest piece of plumbing quietly making its way onto developer machines. They're easy to install, they get to call into the user's tools on the agent's behalf, and once they're in place they tend to stay in place. While auditing the popular installer vercel-labs/skills, we saw several ways a bad actor can make the tool install something other than what the user thought they were installing.

What Is Agent Native Security for Data Enrichment

There are thousands of automated data enrichment jobs running every hour in modern enterprise environments, yet traditional firewalls treat autonomous artificial intelligence as a basic web form. When automated agents are tasked with scanning, parsing, and updating database records, they cannot rely on static API access or broad infrastructure permissions.

What Integrated Lab Management Teaches Us About Systematic Risk Reduction

Risk in laboratory environments doesn't usually announce itself. It accumulates in the gaps - between process steps, between systems that don't communicate, between the way a procedure is documented and the way it's actually being performed on a busy Tuesday afternoon. Individual failures are often small enough to be invisible until they combine with other small failures to produce an outcome that prompts a formal investigation.

Securing the Agentic Enterprise with Behavioral Analytics and AI Visibility

By mid-2026, the question is no longer whether AI belongs in the enterprise. It’s already embedded in daily work, supporting research, development, customer engagement, and operations. AI agents now act on behalf of employees, automate decisions, and interact directly with enterprise data and systems. This shift creates a new security challenge.

Why the Biggest Breaches Still Come Down to the Basics | Nicole Perlroth at Black Hat

At Black Hat last year, Garrett Hamilton asked Nicole Perlroth what she wanted the next five years of security to look like. She didn't give the optimistic answer. She said she was genuinely terrified. Zero-day exploitation at scale, fully automated. Attackers turning AI into infrastructure of their own. A year isn't five. But it's enough to check the tape.

Why Claude Mythos Changes AppSec Research, Not Your Scanning Stack

If you’re like our team, the morning after the Claude Mythos announcement brought more questions than answers. Among them: “Serious question. Do customers still need SAST?” It’s a fair question if you stop at the headline. Claude Mythos, Anthropic’s frontier AI model currently gated to vetted partners through Project Glasswing, had autonomously identified thousands of zero-day vulnerabilities across major operating systems and browsers . No rule books, no checklists.