This DHS AI Assigns You a “Threat Score” Using Nothing but Your License Plate

DHS awards Palantir $30 million to fuse license plate scans with social media and financial records for deportation targeting

Alex Barrientos Avatar
Alex Barrientos Avatar

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Key Takeaways

Key Takeaways

  • DHS awards Palantir $30 million to transform license plate data into deportation intelligence
  • Gotham platform applies Afghan battlefield surveillance intensity to suburban parking lots nationwide
  • Parking near mosques or immigration lawyers creates federal database entries as evidence

Your morning coffee run generates more intelligence than you think. The Department of Homeland Security is using Palantir’s AI platforms to transform license plate scans, parking records, and location data into detailed threat assessments that would make NSA analysts jealous.

DHS recently awarded Palantir a $30 million contract for “ImmigrationOS”—essentially turning your daily movements into deportation intel. The system fuses data from automated license plate readers with social media posts, financial records, and government watchlists to build real-time profiles of anyone driving American roads.

How Battlefield AI Invaded Your Commute

Palantir’s military-grade surveillance tools now monitor suburban parking lots with Afghan battlefield intensity.

Palantir’s Gotham platform, originally designed for hunting terrorists in Afghanistan, now tracks suburban parking lots with the same intensity. The company’s ELITE tool generates “deportation target maps” with individual dossiers and address confidence scores rated 0-100, using data that includes everything from your Medicaid records to your credit card purchases.

ICE added 24 new AI use cases in 2025 alone, with multiple Palantir tools processing tips, confirming biometrics, and generating enforcement leads. It’s like having a digital Minority Report system that flags you for buying groceries in the wrong neighborhood or visiting the wrong friends.

The historical FALCON system tracked air travel and driver’s license scans until 2022. Now these capabilities have expanded into a comprehensive surveillance network that makes your smartphone’s tracking look quaint.

When Your Honda Becomes a Security Risk

Every parking spot near sensitive locations gets filed in federal databases as potential evidence.

This isn’t theoretical. Every time you park near a mosque, community center, or immigration lawyer’s office, that location ping gets filed away in a federal database. Your routine becomes a pattern. Your pattern becomes a profile. Your profile becomes probable cause.

It is jarring to see… What’s most important for DHS is to be able to answer questions many will have on their AI use,” according to Varoon Mathur, former OMB AI adviser. Even government insiders are raising eyebrows at the scope.

Palantir CEO Alex Karp insists Gotham is merely an “analytical tool requiring human judgment,” not autonomous prediction. But when AI generates the leads and humans just rubber-stamp them, that distinction becomes meaningless.

The 2025 “interior enforcement” expansions promise to normalize this level of digital surveillance beyond immigration. Today it’s tracking undocumented immigrants. Tomorrow it’s flagging anyone whose driving patterns suggest political dissent.

Your best defense? Start thinking like the surveillance state thinks about you—every trip is data, every route tells a story, and every story has consequences.

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