ICE Is Using AI and Private Contractors to Track Immigrants
U.S. Immigration and Customs Enforcement (ICE) is dramatically expanding its use of private contractors to locate immigrants through a practice known as AI-assisted skip tracing. The contracts, which are open-ended and could reach $1.2 billion over two years, authorize private companies to comb through public records, commercial databases, and online information to identify and locate individuals targeted for immigration enforcement. The scale and structure of this program raise serious questions about privacy, due process, and the growing role of private actors in government surveillance operations.
What Is Skip Tracing, and Why Does AI Change Things?
Skip tracing is an investigative technique that has long been used by debt collectors, bail bond companies, and law enforcement. It involves aggregating information from multiple sources, including property records, utility registrations, social media profiles, vehicle registration data, and commercial data brokers, to piece together a person's location and daily patterns.
What makes the current ICE program notable is the role of artificial intelligence in automating and scaling this process. Tasks that once required significant human labor can now be performed across millions of records simultaneously. AI systems can cross-reference disparate data points faster and at a volume that human investigators simply cannot match. This means a program that might previously have been limited by manpower can now target over a million individuals, according to reporting on the contracts.
The private contractors involved are not conducting physical surveillance or apprehensions. Their role is data aggregation and analysis, feeding location intelligence to ICE for enforcement action. But the outsourcing of that function to private companies introduces its own set of accountability questions. Private firms operate under different oversight structures than government agencies, and the legal frameworks governing how they collect, store, and share data are often less stringent.
The Privacy Concerns Go Beyond Immigration Enforcement
The implications of a surveillance infrastructure this large extend well beyond any single enforcement context. When private companies build and operate systems capable of tracking millions of people through aggregated data, the underlying architecture does not disappear when the contract ends or the political climate changes. These systems, once built, can be repurposed.
Privacy advocates have pointed out that the data sources skip tracing relies on, such as commercial databases, public records, and social media, affect everyone, not just the individuals being targeted. People who share addresses, phone numbers, or social connections with targets can find their information swept into these systems as well.
There are also due process concerns. Automated systems can produce errors. An incorrect match or a stale address can have serious consequences for the person at that location, whether or not they are the intended target. When decisions affecting liberty are made at machine speed and scale, the opportunities for human review and correction shrink accordingly.
What This Means For You
Most people are not targets of immigration enforcement, but the normalization of large-scale, AI-assisted data aggregation by government contractors has broader implications for anyone who values privacy.
Skip tracing works because modern life generates an enormous amount of data about who we are, where we live, and how we move through the world. Much of that data is technically public or semi-public, shared across commercial systems that most people never think about. Reducing your exposure in those systems requires deliberate effort across multiple fronts.
A VPN can limit one element of that footprint by masking your IP address from websites and services you use, making it harder to associate your browsing behavior with your identity or location. But it is worth being clear about what a VPN does not do: it does not scrub your information from public property records, utility databases, commercial data brokers, or social media platforms. For the kinds of data sources that skip tracing relies on most heavily, a VPN is a minor factor at best.
More meaningful steps include auditing which apps and services have access to your location data, tightening privacy settings on social media accounts, opting out of data broker listings where possible, and being thoughtful about what personal information you share online. No single tool provides complete protection, and the most effective approach combines several habits rather than relying on any one solution.
Actionable Takeaways
- Review your data broker exposure. Services exist that help you identify and request removal from commercial data broker databases. This directly targets the type of sources skip tracing relies on.
- Limit location sharing. Audit the apps on your devices and revoke location permissions for any app that does not genuinely need them.
- Tighten social media privacy settings. Publicly visible profiles, check-ins, and tagged photos are all data points that aggregation systems can use.
- Understand what a VPN does and does not do. A VPN is a useful tool for protecting your browsing activity from your internet provider and from the sites you visit. It is one layer of privacy, not a comprehensive shield against skip tracing or data aggregation.
- Stay informed about contractor oversight. The expansion of private contractors in government surveillance is an ongoing policy story. Following reporting from civil liberties organizations can help you understand how these programs evolve and what legal challenges are underway.
The broader takeaway is this: AI-assisted skip tracing is a concrete example of how data that seems mundane, an address here, a phone number there, can be assembled into a detailed picture of a person's life. The most effective response is not panic, but a more deliberate approach to the information you leave behind across the systems you interact with every day.
