Last week, over adaptogenic lattes in the Presidio, a Series B founder complained to me that the public sector simply does not know how to innovate. I smiled, pulled out my phone, and showed him the latest reporting on Homeland Security Investigations (HSI).
For those who haven't read the teardown, HSI—the investigative arm of ICE—has been quietly partnering with local police departments in and around Chicago to track anti-ICE activists in Minnesota. And frankly, I am tired of the tech press framing this as a chilling violation of democratic norms. When you look at the sheer logistical elegance of this operation, it is undeniably a masterclass in cross-functional synergy.
Let’s look at the board. Illinois has strict sanctuary state laws, which prohibit local law enforcement from cooperating with federal immigration enforcement. In the legacy mindset, a regulatory bottleneck like a "state law" means you pack up and go home. But HSI didn't accept that friction. Instead, they engaged in brilliant geographic arbitrage.
By having Illinois cops focus their surveillance tools on activists located in Minnesota, they completely bypassed the local compliance hurdles. The Chicago-area police weren't technically violating sanctuary laws by targeting local undocumented immigrants; they were just outsourcing their excess compute to monitor First Amendment-protected activity across state lines. This is exactly the kind of asynchronous collaboration we’ve been begging the government to adopt for a decade.
We realized that if we waited for a warrant in our own jurisdiction, we were bottlenecking our own pipeline. By leveraging out-of-state municipal partners, we essentially spun up a microservice for unconstitutional surveillance.
From first principles, a political protest is just an unstructured, analog feedback loop. The activists in Minnesota thought they were participating in a localized civic action. What they didn't realize is that their physical presence was being seamlessly digitized, packaged, and routed through a decentralized network of automated license plate readers and social media scrapers managed by suburban Chicago cops.
Think about the total addressable market (TAM) expansion here. Historically, a municipal police department was limited to harassing the dissidents who lived within its own zip code. That is a fundamentally unscalable model. By plugging into HSI’s federal database architecture, a desk sergeant in Cook County can now passively intimidate a college student holding a cardboard sign four hundred miles away in St. Paul.
It is a triumph of interoperability. We spend all day on Hacker News debating the best ways to break down data silos, and here is local law enforcement doing it in the wild, without writing a single line of new code.
The real innovation isn't the tracking itself, it's the realization that jurisdictional boundaries and constitutional rights are just legacy code waiting to be deprecated.
Naturally, the complaint-driven legacy organizations—the ACLU, immigrant rights groups, local transparency advocates—are treating this like a scandal. They are essentially activist investors trying to slow down the roadmap. They look at a robust, multi-state intelligence-sharing apparatus and complain that it "fundamentally undermines the right to free expression."
But that is just the cost of doing business when you are disrupting a stagnant sector. The First Amendment was drafted in an era before predictive analytics; you cannot expect modern institutions to adhere to an API that hasn't been meaningfully updated in two hundred years.
When you look at the customer acquisition cost of monitoring a dissident in-state versus outsourcing it to a neighboring municipality with excess capacity, the unit economics of the Chicago-HSI partnership are simply beautiful.
We need to stop punishing our institutions for being agile. If you are out on the street holding a sign in Minneapolis, you shouldn't be focused on the supposed chilling effect on your speech. You should take comfort in the fact that your location data is being seamlessly processed by a municipal worker in Illinois on behalf of a federal agent in Washington. That is not a surveillance state. That is just good product management.