To combat concerns over surveillance abuse, Flock Safety has built and mandated a free tool for its law enforcement customers that automatically scans audit logs for abnormal search behavior. This self-policing approach is a novel attempt by a technology provider to enforce accountability and build public trust.

Brex's automated expense auditing employs a multi-agent system. An "audit agent" is optimized for recall, flagging every potential policy violation. A second "review agent" then applies judgment and business context to decide which cases are significant enough to pursue.

Previously, systems were passively protected because humans wouldn't explore the full extent of their permissions. Hyper-productive AI agents can now perform exhaustive searches of every available data asset and tool, uncovering and exploiting misconfigured permissions that were once hidden in plain sight.

In regulated industries, AI's value isn't perfect breach detection but efficiently filtering millions of calls to identify a small, ambiguous subset needing human review. This shifts the goal from flawless accuracy to dramatically improving the efficiency and focus of human compliance officers.

Flock Safety's corporate business has seen a distinct shift. Initially, clients wanted to stop theft. Now, the primary concern is employee safety, driven by fears of workplace violence from terminated employees. Their system automates alerts when a former employee's car appears on campus.

A powerful, underutilized use case for AI is as a "watchdog" that monitors communication channels like Slack, calendars, and meeting transcripts. This AI can perform continuous gap analysis, flagging duplicative work, scheduling conflicts, or key disagreements that humans would otherwise miss, thus improving operational efficiency.

Most security vulnerabilities stem from a lack of awareness, with too many systems and logs for humans to track. AI provides the unique ability to continuously monitor everything, create clear narratives about system states, and remove the organizational opacity that is the root cause of these issues.

Instead of a human operator manually typing notes, Flock's system listens to 911 calls, uses AI to identify key details (like a suspect's shoes), and immediately queries connected camera systems for matches. This transforms an investigation, enabling arrests in minutes instead of weeks.

Instead of relying on passive whistleblower hotlines, companies can proactively identify high-risk areas. A simple survey asking employees if they've seen misconduct, if they reported it, and why not, acts as a powerful diagnostic tool to pinpoint where integrity gaps are emerging before they become major crises.