GovTech sales cycles are notoriously long. Flock overcame this by appealing directly to a police chief's primary performance metric: solving crime. A tool that saves time is a "cost-saver" delegated elsewhere. A tool that directly solves crime is a "revenue-generator" that the chief buys immediately.

Security tech company Flock Safety found its ultimate proof of product-market fit when a criminal on a podcast complained that 'those effing flockers' made crime too difficult. This demonstrates success in their core mission: making crime economically non-viable.

Traditional security systems (alarms, gates) protect individuals but don't create a sense of community safety. Flock Safety was built on the premise that since people's fear of crime is communal, the security infrastructure must also be built for the entire community, not just for individual homes.

Unlike most countries with a single national police force, the U.S. has a hyper-localized system with 17,000+ independent agencies. This fragmentation creates immense challenges for data sharing and cross-jurisdictional investigations, a problem that technology platforms like Flock are uniquely positioned to solve.

Ben Horowitz reveals that a major source of violent police encounters stems from inaccurate suspect descriptions. By funding the Las Vegas PD with AI cameras, they can identify the correct vehicle or individual with certainty, preventing dangerous confrontations with innocent citizens and enabling safer apprehensions.

Criminals, especially young ones, don't weigh potential punishments. They operate on a simple boolean logic: can they get away with it? Technology that dramatically increases the "clearance rate" (the percentage of solved crimes) acts as a powerful deterrent by changing that calculation.

Contrary to "tough on crime" rhetoric, research shows that the certainty of being caught is a more powerful deterrent than the length of the sentence. This suggests that resources for criminal justice reform are better spent on technologies and methods that increase the probability of capture, not just on harsher penalties.

Most criminals, especially young ones, operate on a simple boolean logic: will I get away with this? The severity of the punishment is a secondary concern. Therefore, increasing the crime "clearance rate"—the likelihood of being caught—is a far more effective deterrent than increasing prison sentences.

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.