Predictive Policing Tool Now Predicts Which Cops Will Quit

In a development that has stunned exactly no one who has ever worked a night shift, a new "predictive intelligence targeting" platform is being rolled out to police departments and corporate security teams across the country. The software, which its makers describe as "AI-powered threat anticipation," claims it can identify which officers are about to burn out, quit, or go rogue before they even know it themselves. Because nothing says "we care about your mental health" like an algorithm filing your resignation for you. The company behind the tech, a Silicon Valley startup with a name that sounds like a crypto exchange you'd regret investing in, says the system analyzes "thousands of data points" — including shift patterns, badge-swipe timestamps, radio chatter, and even the tone of your emails. If you start typing "per my last email" with a little too much venom, congratulations, you're now flagged as a "flight risk." According to a leaked internal memo, the platform doesn't just predict who's leaving. It also predicts who's "likely to escalate" during interactions with the public. Which is a fancy way of saying it's a mood ring for armed adults, and nobody asked for it. "We're not profiling anyone," insisted a spokesperson, using the exact cadence of a person who is absolutely profiling everyone. "We're simply empowering departments to allocate emotional support resources proactively." Right. "Emotional support resources." In a building where the coffee is older than the rookie cop and the HR department is a single laminated poster that says "See Something, Say Something." Sure, Jan. Predictive intelligence targeting teams are already popping up in cities you've heard of and towns you haven't, all armed with dashboards that look like a stock market crash and jargon that sounds like a LinkedIn influencer had a baby with a surveillance state. The pitch is simple: anticipate problems before they happen. The reality is also simple: you've just turned human behavior into a credit score, and nobody knows how to dispute it. One officer, who asked to remain anonymous because the algorithm probably already flagged this interview, told us: "It said I was a 'high churn risk' because I stopped attending voluntary wellness meetings. I stopped attending because the wellness meetings were at 6 a.m. on my day off." Can't argue with data, though. Data is objective. Data has never met a human. The real kicker? The system reportedly has a "retention intervention" feature that automatically schedules a meeting with your supervisor if your predicted quit date is within 90 days. So now, when you're already burned out and dreaming of a quiet life running a food truck, you get a calendar invite titled "Quick Check-In!" from the guy who forgot your name last week. Nothing motivates loyalty like being algorithmically profiled as disloyal. Meanwhile, civil liberties groups are raising alarms, because of course they are, and they're being ignored, because of course they are. The same departments that can't fix a broken body camera are suddenly all-in on AI that reads your soul. What could possibly go wrong? Our take: If your job requires a machine to tell you your employees are miserable, the machine isn't the problem. The problem is the job. But hey, at least the dashboard looks cool when it predicts your entire department quits by Q3.